Agent skills for Claude & Codex
The best & latest skills from the most trusted sources
Anthropic
Official Claude skills
Official skills for documents, frontend work, testing, and Claude API tasks.
Firebase
Modern app development
Firebase skills for auth, hosting, Firestore, AI, and application tooling.
Github
Developer platform tooling
Skills for specifications, governance, repositories, and developer operations.
Google Labs Code
Experimental coding tools
Experiments in agentic coding, design systems, and component generation.
Google Gemini
Gemini developer tools
Gemini skills for reviews, documentation, CI, and issue handling.
Googleworkspace
Google Workspace automation
Automation for Gmail, Calendar, Chat, Docs, and administration.
Huggingface
Open model development
Skills for models, datasets, evaluations, training, and community tooling.
Microsoft
Open source engineering
Engineering skills for accessibility, pipelines, agents, and developer tooling.
N8n Io
Visual workflow automation
Skills for integrations, automation, experiments, and community nodes.
Neon
Neon Postgres development
Skills for Neon Postgres setup, application integration, database operations, and related developer tools.
Expo
React Native development
Expo skills for native UI, deployment, modules, and application development.
Vercel Labs
Experimental agent tools
Experimental tools for agent browsers, deployment, and application development.
Getsentry
Application error monitoring
Engineering skills for error monitoring, migrations, interfaces, and infrastructure.
Trailofbits
Applied security engineering
Security skills for audits, fuzzing, sanitizers, and code review.
Cloudflare
Edge application development
Cloudflare skills for Workers, browser tooling, migrations, and testing.
Stripe
Payments infrastructure tools
Stripe skills for payments, integrations, upgrades, and AI commerce.
Supabase
Postgres app development
Supabase skills for SQL, Studio testing, interfaces, and telemetry.
Figma
Design and development workflows
Skills for Figma design generation, diagrams, code connections, specifications, and implementation workflows.
OpenAI
Codex developer tools
OpenAI skills for code review, pull requests, testing, and Codex extensions.
React platform engineering
Engineering skills for React, Relay, testing, and feature flags.
Pytorch
Deep learning development
PyTorch skills for kernels, debugging, documentation, and model infrastructure.
Firecrawl
Web data extraction
Skills for crawling, structured extraction, research, and web-scale context collection.
Heygen Com
AI video creation
Skills for HyperFrames, animation systems, and media-rich website creation.
GSAP
Animation and motion engineering
First-party GSAP skills for timelines, ScrollTrigger, framework integration, and animation performance.
Cursor
AI code development
Skills for reviews, CI, merge cleanup, and shipping reliable code.
Coreyhaines31
SaaS marketing strategy
Practical skills for SEO, growth, positioning, and revenue.
Obra
Agentic engineering practices
Skills for debugging, reviews, planning, testing, and parallel execution.
Samber
Go engineering tools
Open-source skills for Go development, architecture, testing, and AI systems.
Chengkun Rao
Reproducible AI research workflows
RigorPilot skills for research reproduction, experiment setup, debugging, and auditable results.
Juliusbrussee
Caveman engineering tools
Focused tools for reviews, specifications, context management, and clearer engineering.
Matt Pocock
Practical TypeScript education
Practical skills for diagnosis, prototyping, TDD, planning, and interface design.
Leon Lin
Design-driven interface tools
Skills for brand direction, image-to-code, and distinctive frontend design.
Jim Liu / Baoyu
Visual design and publishing
Baoyu skills for illustration, presentations, visual design, and publishing workflows with AI agents.
Wshobson
Agent skill architecture
A broad skill library spanning architecture, security, testing, and operations.
Kepano
Knowledge management tools
Thoughtful tools for notes, Markdown, canvases, and personal knowledge.
Pbakaus
Design quality systems
Impeccable brings design vocabulary and quality checks into coding agents.
Emilkowalski
Interface design engineering
A distinctive collection focused on interaction details and frontend quality.
Antfu
Vue ecosystem tooling
Open-source skills for Vue, Vite, Nuxt, and modern web development.
Addyosmani
Web performance engineering
Skills for performance, planning, quality, migrations, and frontend execution.
Twostraws
Swift development education
Practical guidance for SwiftUI, concurrency, testing, and SwiftData.
Garrytan
Founder execution systems
GStack tools for planning, research, benchmarking, and founder-led execution.
Steipete
Personal automation tools
Practical agent tools for everyday applications, research, and development.
Danielmiessler
Security and AI research
LifeOS tools for research, reconnaissance, documents, and structured prompting.
Browser Use
Browser agent infrastructure
Skills for browser automation, remote browsing, and agent testing.
Mvanhorn
Agent publishing systems
Reusable tools for publishing, cataloging, research, and content creation.
Yeachan Heo
Agent power tools
Skills for agent setup, autopilot, quality assurance, and team operations.
Blader
Practical writing tools
Concise skills for clearer writing, note capture, and decision support.
Shadcn
Interface component systems
Tools for building and improving clean, consistent frontend interfaces.
Vercel
Web application infrastructure
Skills for Vercel, Next.js, AI SDK, Turborepo, and deployment.
Nousresearch
Open model research
Skills for open models, Hermes agents, evaluations, and infrastructure.
Paperclipai
Agent team orchestration
Skills for operating, diagnosing, and extending teams of AI agents.
React
Component interface development
Official skills for React maintenance, testing, flags, and verification.
Jakubkrehel
Interface polish and color
Skills for better-feeling interfaces, color systems, and interaction quality.
Flutter
Cross-platform app development
Official skills for Flutter tooling, releases, validation, and Dart engineering.
Higgsfield Ai
Generative media creation
Skills for AI imagery, video, product photography, and creator tools.
Phuryn
Product strategy tools
Practical tools for PRDs, experiments, analysis, and product decisions.
Solana Foundation
Solana development and testing
First-party Solana guidance for application development, programs, testing, and deployment workflows.
OthmanAdi
Persistent planning tools
File-based planning tools for long-running agent work and reliable recovery.
Angular
Angular application development workflows
First-party Angular skills for application development, architecture, scaffolding, and framework-specific engineering tasks.
Avdlee
Swift performance engineering
Advanced skills for SwiftUI, concurrency, testing, and Xcode optimization.
Egonex AI
Codebase understanding and architecture
Understand Anything skills for exploring codebase graphs, explaining architecture, and analyzing changes.
BrowserAct
Browser automation and research
First-party BrowserAct skills for authorized browser automation, ecommerce research, and structured data extraction.
Muratcankoylan
Context engineering research
Skills for memory, compression, evaluation, and agent tool design.
Tavily
Web search and research
First-party skills for web search, content extraction, site crawling, and research with Tavily.
Rohitg00
Agent infrastructure tools
Skills for context, orchestration, memory, and reliable agent operations.
Supermemory
Agent memory and context
Skills for agent memory, saving and searching context, command-line integrations, and SVG animation workflows.
Simonw
Data and AI research
Research-driven tools for data systems, agents, and practical experimentation.
Agricidaniel
SEO and advertising
Open-source tools for SEO, advertising, content, and marketing analysis.
EveryInc
Compound engineering practices
Skills for strategy, code review, execution, and continuous improvement.
Disler
Agentic engineering education
Practical skills for agent engineering, guardrails, and safer execution.
David Ondrej
Agent research tools
Skills for subagents, code reviews, worktrees, handoffs, and research.
Meng To
Visual design-to-code systems
Skills for visual design, animation, landing pages, and frontend polish.
Michael Wall
Codex hygiene audits
A read-only tool for reviewing Codex configuration, context, and usage.
Alex Newman
Persistent memory tools
Skills for project memory, planning, exploration, and agent execution.
Tareq Ismail
Frontend publishing design
Tools for turning manuscripts into polished web and print publications.
Jeff Allan
Engineering and writing workflows
Skills for full-stack engineering, security, structured writing, and fitness planning.
Dean Peters
Product strategy and discovery
Product management workflows for discovery, positioning, prioritization, roadmaps, and product leadership.
Conor Luddy
iOS testing and automation
Skills for iOS simulator automation, Xcode builds, crash analysis, profiling, and Discord workflows.
Dustin Yuchen Teng
Plain language and privacy
Skills for clearer writing, private document handling, financial planning, and agent memory.
Ben Holmes
Developer utility skills
Focused tools for accessibility, review, cleanup, transcription, and shipping code.
Peter Yang
Human review and writing
Skills for reviewing work with people and removing generic AI phrasing.
Greg Fodor
Patent review tools
Structured skills for auditing, examining, and pressure-testing U.S. patent drafts.
Posthog
Product analytics engineering
Skills for analytics, experiments, feature flags, and product operations.
Automattic
Publishing platform engineering
Skills for WordPress, Calypso, testing, dashboards, and federation.
Langchain Ai
Agent application development
Skills for agent evaluation, deployment, observability, research, and coding.
Clickhouse
Database performance engineering
Skills for profiling, maintenance, code review, and flaky issue cleanup.
Lobehub
Agent team operations
Skills for agent hiring, scheduling, reporting, and operator workflows.
Warpdotdev
Agentic terminal development
Skills for terminal-native agents, reviews, telemetry, and development loops.
Scandit
Barcode and mobile SDKs
Skills for Scandit barcode capture and related SDK integration across mobile and web platforms.
Twilio
Messaging and communication workflows
Skills for Twilio and SendGrid integration, email delivery, account configuration, and troubleshooting.
Unity Technologies
Unity game development
Skills for Unity game construction, rendering, audio, editor tools, and platform integrations.
Elastic
Elasticsearch development and operations
Skills for Elasticsearch queries, ingestion, access controls, auditing, and platform operations.
RevenueCat
Subscriptions and application revenue
Skills for RevenueCat project setup, subscription integration, analytics, and revenue workflows.
Render
Render cloud deployment
Skills for deploying, debugging, and operating services and background workers on Render.
GrowthX
Growth workflows and automation
Skills for GrowthX Output workflows, SDK development, credential configuration, and automation.
Zscaler, Inc.
Network and cloud security
Skills for Zscaler connectivity troubleshooting, policy investigation, and security operations.
Amplitude
Product analytics and instrumentation
Skills for Amplitude event tracking, product analysis, instrumentation, and account insights.
Pigment
Pigment planning and modeling
Skills for Pigment data modeling, planning applications, analysis, and reporting workflows.
Meta Quest
Quest and Horizon development
Skills for Meta Quest, Horizon OS, VR interfaces, Android porting, and WebXR workflows.
ZoomInfo
Account intelligence and sales
Skills for ZoomInfo account research, relationship analysis, pipeline work, and sales handoffs.
Salesforce
Salesforce customer operations
Skills for Salesforce account context, sales activity, customer follow-up, and CRM workflows.
Windsor.ai
Connected business data workflows
Skills for combining Windsor.ai marketing, CRM, ecommerce, and analytics sources.
Bigdata.com
Financial research and intelligence
Skills for Bigdata.com company, security, sector, economic, and market research.
UI5
SAP UI5 application quality
Skills for diagnosing and fixing UI5 bootstrap, rendering, dependency, and application issues.
Duende Software
ASP.NET identity and authorization
Skills for ASP.NET Core authentication, authorization, identity security, and Duende integrations.
Daloopa
Financial models and research
Skills for Daloopa company analysis, financial modeling, valuation, and earnings research.
Developer Express Inc.
Application interfaces and components
Skills for building interfaces and configuring DevExpress application components.
PlanetScale
Database operations and review
Skills for PlanetScale database assessment, configuration, performance review, and operational workflows.
Bonusly
Recognition and team insights
Skills for Bonusly recognition, team discovery, incentives, and administrative analysis.
Circle Internet Financial, LLC.
Agent wallets and payments
Skills for Circle agent wallets, spending policies, funding, payments, and transfers.
Rootly
Incident investigation and reliability
Skills for Rootly incident workflows, operational investigation, and reliability tooling.
Better Stack
Monitoring logs and alerts
Skills for Better Stack queries, charts, alerting, connections, and monitoring workflows.
Catalyst by Zoho
Catalyst cloud application development
Skills for Catalyst project setup, databases, SDKs, and cloud application workflows.
DataRobot
DataRobot machine learning workflows
Skills for DataRobot model development, platform integration, and machine learning operations.
Form.io
Forms and API development
Skills for Form.io APIs and MCP integration setup.
surendranb
Clear technical and business writing
Writing workflows for plain language, technical documentation, business communication, and established style conventions.
Zyte
Structured page data extraction
Skills for extracting structured information from locally saved web pages with Zyte.
DataHub
Metadata discovery and governance
Skills for DataHub search, lineage, data quality, setup, and metadata workflows.
Hunter
Contact discovery and outreach
Skills for Hunter company research, contact discovery, enrichment, and email sequences.
MLflow
AI evaluation and observability
Skills for evaluating agents, inspecting MLflow traces, debugging behavior, and building scorers.
Qt
Qt application development
Skills for Qt interfaces, CMake projects, C++ review, documentation, and design integration.
Amazon
Amazon seller operations
Skills for Amazon inventory, seller analytics, financial close, compliance, and support workflows.
Airwallex
Payments integration and operations
Skills for Airwallex payment interfaces, onboarding, verification, and card integration.
Allium
Onchain data and research
Skills for Allium onchain investigations, market analysis, data matching, and dashboards.
Appwrite
Appwrite application development
Skills for Appwrite SDKs, command-line tools, and application integration.
Honeycomb
Trace verification and debugging
Skills for locating and inspecting recent Honeycomb traces during application testing.
Val Town
Val Town application building
Skills for building Val Town applications with storage, scheduled jobs, email, and client-side code.
Descope
Authentication and identity integration
Skills for building and managing authentication workflows with Descope.
Fullstory
Digital experience analysis
Skills for Fullstory session review, friction analysis, comparisons, and interface context.
Crossbeam
Partner ecosystems and selling
Skills for Crossbeam integrations, ecosystem prospecting, account research, and co-selling.
incident.io
Incident response and context
Skills for incident.io incidents, architecture context, extensions, and operational troubleshooting.
Intuit
QuickBooks applications and finance
Skills for Intuit developer integrations, QuickBooks applications, invoicing, and payroll analysis.
Oracle
Oracle application development
Skills for Oracle and NetSuite application integration, secure coding, documentation, and deployment workflows.
Ory
Identity and authentication workflows
Skills for Ory authentication, identity integrations, and local development.
PandaDoc
Documents and approval workflows
Skills for PandaDoc templates, approvals, contracts, engagement tracking, and document follow-up.
Twelve Labs Inc.
Video understanding and search
Skills for Twelve Labs media assets, analysis, embeddings, and video or image search.
AgentMail
Email infrastructure for agents
Skills for AgentMail email architecture, command-line tools, APIs, and agent integrations.
AWS Labs
AWS application development
Skills for building, deploying, and operating applications on AWS.
Bitmovin
Video encoding and observability
Skills for Bitmovin live and on-demand encoding, playback telemetry, and troubleshooting.
Greenhouse
Recruiting and candidate workflows
Skills for Greenhouse candidate reviews, status checks, recruiting briefs, and platform configuration.
HubSpot
CRM and sales workflows
Skills for HubSpot contact lookup, call preparation, follow-up, daily briefs, and CRM tasks.
monday.com
CRM analysis and automation
Skills for monday.com activity analysis, CRM automation, forecasting, and data maintenance.
ngrok
Secure tunnels and access
Skills for exposing local services, configuring ngrok, and managing endpoint access.
Noibu
Website experience and checkout
Skills for Noibu traffic analysis, accessibility reviews, checkout analysis, and website investigation.
Pinecone
Pinecone search and assistants
Skills for Pinecone indexes, search, assistants, command-line tools, and application integration.
Rill
Rill analytics and dashboards
Skills for Rill data exploration, analytics configuration, and dashboard workflows.
Slack
Slack application development
Skills for Slack APIs, Block Kit interfaces, app creation, testing, and deployment.
Taboola
Advertising campaigns and reporting
Skills for Taboola account discovery, campaign management, optimization, and performance reporting.
Airtable
Airtable data and operations
Skills for Airtable command-line tools, filters, application data, and business workflows.
LaunchNotes
Product announcements and roadmaps
Skills for LaunchNotes announcements, changelog imports, roadmap updates, and release communication.
Remote
Global workforce integrations
Skills for Remote APIs, authentication, forms, webhooks, payroll, and workforce integrations.
Buildkite
Buildkite delivery workflows
Skills for configuring Buildkite pipelines, agents, caching, and delivery tooling.
Canva
Canva design and automation
Skills for branded Canva presentations and command-line design workflows.
CrowdStrike
Security investigation and operations
Skills for CrowdStrike security workflows and investigation through its published integrations.
Hostinger International
Hosting and website operations
Skills for Hostinger hosting audits, domain connections, deployment, and WordPress maintenance.
JFrog Ltd.
Software supply chain operations
Skills for JFrog command-line tools, platform APIs, and software supply chain integrations.
Knock
Application notification workflows
Skills for Knock notifications, lifecycle messaging, in-app interfaces, and migration.
Zocks
Financial advisor client workflows
Skills for Zocks client reviews, meeting preparation, relationship analysis, and advisor follow-up.
ActiveCampaign
Campaigns and marketing automation
Skills for ActiveCampaign automations, campaign planning, contacts, CRM, and deliverability.
Atlassian
Forge apps and collaboration
Skills for Atlassian Forge apps, debugging, reviews, and Jira-to-Confluence reporting.
BlackRock
Advisor research and portfolios
Skills for BlackRock Advisor Center research, portfolio review, and advisor workflows.
Dropbox
File discovery and organization
Skills for finding, inspecting, collecting, organizing, and cleaning up Dropbox content.
GitBook
GitBook documentation and integrations
Skills for GitBook integrations, documentation tooling, and OpenAPI authoring.
Leadfeeder
Website visitors and prospecting
Skills for Leadfeeder visitor analysis, pipeline preparation, and outreach workflows.
Lusha
Contact enrichment and prospecting
Skills for Lusha contact research, prospecting, enrichment, and outreach preparation.
SumUp
Checkout development and testing
Skills for SumUp checkout integration, debugging, testing, and MCP workflows.
Supermetrics
Marketing performance analysis
Skills for Supermetrics marketing analysis, demand generation, ecommerce, and performance reporting.
TinyFish
Browser agents and extraction
First-party TinyFish skills for browser agents, web extraction, diagnostics, and reusable automation workflows.
Xweather
Weather APIs and mapping
Skills for Xweather weather data, maps, and web or native SDK integrations.
42Crunch-AI
API specification and security
Skills for generating OpenAPI specifications from application code and API collections.
Apify
Web scraping and automation
Skills for building Apify Actors, converting projects, defining output schemas, and extracting web data.
Apollo
Prospecting and sales analysis
Skills for Apollo prospecting, lead enrichment, sequence workflows, and sales analytics.
AppFollow
App store performance analysis
Skills for AppFollow app-store analysis, keyword performance, and competitor research.
Customer.io
Customer messaging and automation
Skills for Customer.io customer messaging and connected marketing workflows.
Cypress.io
Cypress testing and debugging
Skills for Cypress test development, debugging, and automated testing workflows.
Eon
Cloud backup and recovery
Skills for Eon cloud onboarding, backup policies, cost analysis, and recovery workflows.
Juniper Square
Investment entity and reporting
Skills for Juniper Square investment entities, investor summaries, reports, and offering activity.
Kobiton Inc.
Mobile test execution workflows
Skills for creating and monitoring Kobiton mobile test runs from existing test cases.
Morningstar
Investment data and research
Skills for Morningstar data discovery, fund screening, comparisons, and research summaries.
PactFlow
API contracts and specifications
Skills for API contract testing, OpenAPI generation, specification parsing, and coverage checks.
RocketReach
Contact research and enrichment
Skills for RocketReach contact discovery, company research, and enrichment workflows.
Wealthbox
Wealthbox client operations
Skills for Wealthbox client meetings, service requests, onboarding, and advisory documentation.
Unstructured
Document ingestion and search
Skills for connecting sources, managing content, and searching with Unstructured.
Workday
Workday employee workflows
Skills for Workday data presentation, employee workflows, onboarding, and tool integration.
You.com
Search and research integrations
Skills for You.com APIs, research, financial-data tools, and application integration.
Deque
Accessibility testing and remediation
Skills for accessibility analysis and remediation using Deque tooling and guidance.
Intercom
Customer support and insights
Skills for Intercom customer context, analysis, CLI setup, and messenger integration.
Krea
AI media generation workflows
Skills for choosing models and preparing image, video, editing, and enhancement work with Krea.
Mercado Pago
Payment integration and webhooks
Skills for Mercado Pago integration reviews, security checks, and webhooks.
New Relic
Application performance investigation
Skills for investigating application errors, latency, throughput, and transactions with New Relic.
Zapier
Connected automation workflows
Skills for discovering Zapier actions, onboarding, running automations, and checking integrations.
Cloudinary Developers
Media delivery and transformations
Skills for Cloudinary setup, documentation, media transformations, and application integration.
Epic Games
Unreal Engine development
Skills for Unreal Engine workflows, MCP integration, and AI-callable toolsets.
Grafana Labs
Grafana observability and operations
Skills for Grafana queries, dashboards, monitoring, cloud tools, and observability workflows.
Kensho
Company earnings research
Skills for preparing company earnings previews using transcript, market, and industry context.
Meshy AI
AI generated 3D assets
Skills for creating and editing 3D models, textures, rigging, animation, and printable assets with Meshy.
Mobbin
Interface research and redesign
Skills for Mobbin design research, interface redesign, and clear product writing.
Monta
Charging infrastructure integrations
Skills for Monta APIs, charging operations, and integration setup.
Semgrep
Code and AI security
Skills for secure coding, LLM application security, Semgrep analysis, and security-rule workflows.
ThoughtSpot
ThoughtSpot analytics and integration
Skills for ThoughtSpot developer APIs, embedded analytics, data modeling, and platform guidance.
Unbounce
Landing page authoring
Skills for Unbounce page creation and feedback through its MCP tools.
Vaadin
Vaadin interfaces and themes
Skills for Vaadin form layouts and application theme configuration.
Blaxel
Cloud sandboxes and agents
Skills for Blaxel sandboxes, agent deployment, serverless workloads, and supporting infrastructure.
Botify
Technical SEO data workflows
Skills for Botify MCP tools, SEO data queries, and bulk analysis.
Checkly
Synthetic monitoring and testing
Skills for Checkly monitoring checks and Playwright-based testing workflows.
Exa
Search and research workflows
Skills for Exa search, multi-step research, enrichment, and structured web-data tasks.
groundcover
Kubernetes observability queries
Skills for discovering groundcover telemetry and building operational queries.
Handsontable
Data grids and spreadsheets
Skills for Handsontable data grids, custom editors, and HyperFormula spreadsheet calculations.
PayPal
Payments and checkout integration
Skills for PayPal checkout, subscriptions, payment integrations, and implementation guidance.
Preset
Preset analytics command line
Skills for Preset command-line workflows, analytics automation, and Superset-related operations.
SAP
SAP design and theming
Skills for SAP design tokens and UI Theme Designer workflows.
StackHawk, Inc.
Application security testing
Skills for StackHawk APIs, security reporting, and HawkScan workflows.
Synthflow
Voice agent quality review
Skills for Synthflow agent prompts and call-quality review.
UKG
Employee directory and leave
Skills for UKG employee directory queries, time-off requests, and leave workflows.
Unleash
Feature flag operations
Skills for Unleash feature-flag workflows and migration from GitLab flags.
1Password
Developer secrets and environments
Skills for managing 1Password Developer Environments, environment variables, secrets, and credentials.
AppTweak
App analytics dashboard building
Skills for creating dashboards grounded in AppTweak data and connected business sources.
Atlan Pte Ltd.
Atlan metadata and development
Skills for Atlan catalog search, developer tooling, application scaffolding, and metadata integrations.
Cerebrium
Serverless compute and deployment
Skills for Cerebrium deployments, compute configuration, endpoints, scaling, and runtime investigation.
Mintlify
Mintlify documentation development
Skills for building and maintaining documentation sites with Mintlify.
Pixeltable
Multimodal AI application development
Skills for building Pixeltable applications with data tables, computed columns, models, and service endpoints.
PrivCo
Private company data research
Skills for PrivCo company and people research, valuations, funding, and data queries.
Carta
Equity and compensation workflows
Skills for Carta equity records, compensation analysis, issuance, vesting, and related workflows.
Zuora
Subscription commerce and pricing
Skills for Zuora pricing design, commerce configuration, and acceptance-test preparation.
CockroachDB
CockroachDB queries and migrations
Skills for CockroachDB SQL and database migration, replication, and verification workflows.
Airship
Airship mobile integration
Skills for Airship mobile SDKs, message-center interfaces, and custom native views.
Google Cloud
Google Cloud operations
Skills for Google Cloud workloads, Kubernetes operations, and data-platform workflows.
Jeff Larson
Application security review workflows
Soundcheck skills for reviewing authentication, access control, cryptography, injection risks, and application security.
SE Ranking
SEO research and reporting
Skills for SE Ranking search visibility, local SEO, reporting, and campaign planning.
Qdrant
Vector search development
Skills for Qdrant deployment, SDKs, monitoring, search performance, and model migrations.
Velt
Collaborative application development
Skills for installing and configuring Velt collaboration features in web applications.
Adspirer
Advertising operations and analysis
Skills for Adspirer campaign operations, competitor research, dashboards, and conversion tracking.
Incubyte
Software engineering practices
Skills for Incubyte architecture, code review, clean code, browser testing, and AI-assisted development.
Kong
API gateways and operations
Skills for configuring Kong gateways, managing declarative infrastructure, and working with Kong APIs.
Zilliz
Vector databases and memory
Skills for Milvus, Zilliz services, vector search, and agent memory workflows.
Zakaria Fatahi
Flutter engineering and testing
Flutter workflows for architecture, state management, accessibility, persistence, testing, and release preparation.
Glean
Enterprise search and context
Skills for Glean codebase context, documentation, expert discovery, and meeting preparation.
Holistics
Holistics analytics and dashboards
Skills for Holistics data analysis, visualization, queries, and dashboard development.
muend
Geospatial analysis and evidence
GeoAI skills for spatial analysis, data pipelines, cartography, and checking whether geographic claims are supported.
NodeSource
Node.js diagnostics and operations
Skills for investigating Node.js memory, tracing, dependencies, and runtime issues with NodeSource tooling.
Voxel51
Visual AI dataset workflows
Skills for FiftyOne datasets, curation, imports, exports, and visual application testing.
Anysite
Web intelligence and prospecting
Skills for Anysite competitor intelligence, company research, CRM enrichment, and prospecting.
Datarails
Financial planning and reporting
Skills for Datarails financial analysis, planning, and reporting workflows.
Dynatrace
Dynatrace monitoring and analysis
Skills for Dynatrace alerting, queries, dashboards, notebooks, and operational investigation.
Spice.ai
SQL acceleration and applications
Skills for Spice.ai data acceleration, caching, queries, and application configuration.
Wix.com
Wix application development
Skills for Wix APIs, headless sites, applications, and frontend integration.
Arcads
AI advertising creative production
Skills for Arcads ad creation, creative development, product campaigns, and video workflows.
Confluent Inc.
Kafka and streaming workflows
Skills for Confluent Cloud, Kafka clients, Flink SQL, change-data capture, and streaming operations.
Human Made
WordPress growth and operations
Skills for Human Made WordPress workflows, content planning, campaigns, and site analysis.
PlayCanvas
Web graphics and games
Skills for PlayCanvas scenes, effects, lighting, application structure, and graphics workflows.
RingCentral, Inc.
Communication platform workflows
Skills for RingCentral communication APIs and connected platform operations.
PostEverywhere
Multichannel social publishing
Skills for PostEverywhere client management, brand voice, approvals, and social posting.
Very Good Ventures
Flutter development and quality
Skills for Flutter architecture, accessibility, animations, project setup, and SDK upgrades.
Altertable
Analytics and data applications
Skills for Altertable product analysis, dashboards, data applications, and instrumentation.
ARMO
Cloud runtime security operations
Skills for ARMO runtime incidents, vulnerabilities, integrations, cloud accounts, and security configuration.
Bright Data
Web data extraction workflows
Skills for Bright Data setup, scraping, command-line tools, and MCP integrations.
Inngest
Durable workflows and agents
Skills for Inngest workflows, durable agents, APIs, and application integration.
Nimble
Web data and monitoring
Skills for Nimble web data, brand monitoring, launch monitoring, and search intelligence.
Pupfish
Qlik analytics and quality
Skills for Qlik data models, expressions, deployment, naming, and data quality checks.
EODHD
Market data and research
Skills for EODHD company analysis, comparisons, market screening, and economic data.
Honeydew
Analytics models and queries
Skills for Honeydew context, data-model exploration, queries, validation, and workspace branches.
Olostep Dev - web scraping, crawling, and search API for AI
Web scraping and crawling
Skills for Olostep web extraction, crawling, search, and research automation.
OpenSearch
Search applications and analytics
Skills for OpenSearch applications, cloud deployment, observability, and query workflows.
Parallel Web Systems
Web research and enrichment
Skills for Parallel APIs, research workflows, data enrichment, and service integration.
Planable
Social content planning
Skills for Planable content calendars, performance analysis, draft preparation, and reporting.
Remotion
Programmatic video creation
Skills for creating, editing, rendering, and maintaining videos with Remotion.
Docker
Containers and deployment
Skills for Docker builds, Compose, container debugging, and agent configuration.
Pydantic
Python validation and observability
Skills for Pydantic validation, AI agents, Logfire instrumentation, and telemetry workflows.
uniform
Composable content and experiences
Skills for Uniform content models, experiences, forms, personalization, and integrations.
Dataslayer
Marketing data and reporting
Skills for Dataslayer marketing data integration, analysis, and reporting workflows.
Diffbot
Structured web knowledge
Skills for working with Diffbot extraction and structured web-data workflows.
Icons8
Design assets and interfaces
Skills for Icons8 assets, interface design, design tokens, and illustration workflows.
ASO.dev
App store optimization workflows
Skills for ASO.dev app analytics, keyword research, store optimization, and advertising intelligence.
FullEnrich
Contact enrichment and outreach
Skills for FullEnrich contact and company enrichment, CRM workflows, and prospecting.
LeadMagic
Sales research and enrichment
Skills for LeadMagic company research, contact lookup, enrichment, and usage controls.
MetalBear
Kubernetes development with mirrord
Skills for configuring mirrord, running integration workflows, and developing against Kubernetes environments.
Sonar
Code quality and security
Skills for SonarQube analysis, coverage, duplication, dependency risks, and issue remediation.
Tana
Knowledge and meeting workflows
Skills for Tana meetings, tasks, knowledge retrieval, scheduling, and follow-through.
Adzviser
Connected marketing data reporting
Skills for reporting across marketing, analytics, ecommerce, and CRM data through Adzviser.
Arrows
CRM hygiene and follow-up
Skills for Arrows CRM reviews, deal follow-up, daily briefs, and meeting preparation.
Astronomer
Airflow and data orchestration
Skills for Apache Airflow operations, data workflows, plugins, and troubleshooting with Astronomer tooling.
Upload-post
Social publishing and analytics
Skills for Upload-Post media publishing, comments, queues, and performance analysis.
Najib Idrissi
Mathematical research and verification
Mathbox workflows for mathematical research, proof review, computation checks, literature verification, and manuscript review.
ABTdomain
Domain intelligence and research
Skills for ABTdomain domain research and domain-lifecycle intelligence workflows.
Masthead Data
Data observability and costs
Skills for Masthead data incident triage, asset priorities, BigQuery costs, and savings analysis.
Xsolla
Game commerce integration
Skills for Xsolla merchant setup and headless checkout implementation.
Accoil
Product tracking and instrumentation
Skills for auditing analytics tracking, planning events, and preparing instrumentation guidance.
Alation
Data discovery and governance
Skills for exploring, querying, configuring, and curating data through Alation.
Costory
Cloud cost analysis
Skills for Costory BigQuery cost investigation, dashboards, reports, and configuration.
Firetiger
Production observability and investigation
Skills for Firetiger instrumentation, queries, investigations, agents, and deployment monitoring.
Deck
Product discovery and planning
Skills for Deck competitor analysis, customer feedback, initiative briefs, and prioritization.
Oleander
Data lakes and processing
Skills for Oleander lake catalogs, data queries, Polars, Spark, and lineage workflows.
Redis
Redis development and operations
Skills for Redis data modeling, connections, clustering, observability, and AI integrations.
TestDino
Playwright testing and diagnostics
Skills for Playwright test development, CI workflows, test diagnostics, and TestDino integration.
Adapty
Mobile subscription advertising analysis
Skills for Apple Search Ads operations and analysis through the Adapty CLI.
Svelte
Svelte development and performance
First-party Svelte skills for writing components, using framework documentation, and investigating performance.
Chrome DevTools
Browser debugging and performance
First-party Chrome DevTools skills for browser automation, accessibility, memory diagnostics, and performance analysis.
Payload
CMS development and migration
First-party Payload skills for content modeling, access control, hooks, APIs, and CMS migration.
Chakra UI
Accessible React interface engineering
First-party Chakra UI skills for building interfaces, migrating versions, and reviewing component implementations.
HeroUI
React and native interfaces
First-party HeroUI guidance for React, React Native, component usage, and version migration.
Strix
Application security testing workflows
First-party Strix workflows for authorized application security testing, vulnerability investigation, and CI security checks.
Resend
Email development and delivery
First-party Resend skills for email APIs, agent inboxes, React Email, command-line workflows, and deliverability.
Apollo GraphQL
GraphQL development across platforms
First-party Apollo skills for GraphQL clients, servers, federation, connectors, and mobile applications.
Arize AI
AI observability and evaluation
First-party Arize and Phoenix workflows for tracing, evaluations, datasets, experiments, and prompt improvement.
marimo
Python notebooks and research
First-party marimo skills for live notebooks, data work, research demonstrations, and notebook tooling.
Android
Android development and security
First-party Android skills for adaptive layouts, platform tooling, application security, and device features.
Sahil Lavingia
Practical entrepreneurship and growth
Skills based on The Minimalist Entrepreneur for validating ideas, finding customers, pricing, marketing, and sustainable growth.
Dietrich Gebert
Focused coding and review
Ponytail skills for scoped implementation, code review, technical-debt tracking, and concise engineering communication.
Zara Zhang
Presentations and codebase education
Skills for creating HTML presentations and turning codebases into interactive educational material.
Autonnel
Sales funnels and conversion
Skills for conversion audits, funnel planning, upsell flows, server-side tracking, and choosing funnel infrastructure.
Oxc
JavaScript tooling and migration
First-party Oxc workflows for migrating JavaScript and TypeScript projects to Oxlint and Oxfmt.
BMad
Structured software delivery workflows
BMad Method skills for requirements, planning, architecture, implementation, review, and iterative software delivery.
OpenSpec / Fission AI
Specification driven development workflows
OpenSpec skills for proposing changes, developing specifications, implementing tasks, and archiving completed work.
mcp-use
MCP servers and applications
First-party mcp-use skills for building MCP servers, ChatGPT applications, interactive widgets, and OpenAPI integrations.
Cathryn Lavery
Diagrams and personal productivity
Skills for diagram design, subscription and spending analysis, and organizing local voice recordings.
CocoIndex
Code search and pipelines
First-party CocoIndex skills for semantic code search and data-transformation pipelines, including version-specific workflows.
ABP Framework
Enterprise application development workflows
First-party ABP skills for .NET application architecture, authorization, services, persistence, and web interfaces.
Redpanda
Streaming data and transformations
First-party Redpanda skills for Connect component discovery, Bloblang transformations, and cloud cluster operations.
Cole Medin
Agent tools and diagrams
Skills for Archon workflows, Excalidraw diagrams, knowledge tooling, and building personal signal engines.
Ryan Carson
Product requirements and execution
Ralph skills for writing product requirements and preparing them for iterative agent execution, based on Geoffrey Huntley's pattern.
Starter Skills
Essential skills for a first setup
Best Starter Skills: Covering documents, debugging, testing, review, and browser-based app checks.
Skills for Designers
UI, frontend, and product polish
Best skills for designers covering interface design, frontend implementation, visual critique, and product polish. Use this list when the output needs to look and feel considered.
Most used skills
The skills everyone is using
Some of the most used skills across many categories.
Best iOS Skills
Pixel perfect, and performant apps
Best iOS Skills to follow apples best practices when shipping native iOS apps.
Best Design Skills
What worldclass designers are using
A compact set of skills for stronger results and design quality.
Skills for Video & Motion Graphics
Videos, animations, & motion design
Best Video & Motion Graphics Skills to create amazing animations and video content
Skills for SEO & LLMO
Audits and AI-search optimization
Best SEO & LLMO skills to help you appear in llm search results and get recommended
Skills for Trading & Investing
Analysis, models, earnings and more.
Best Trading & Investing Skills to help you create financial projects with agents.
Skills for Pitch Decks
Presentations, investor decks & slides
Best Presentations & Decks skills for beautiful slides and great deck design
Skills for Social Media
Automate across X, LinkedIn, TikTok
Best Social Media skills to automate your social media presence and grow your audience
Skills for Excel & Finance
Spreadsheets, DCF models, and clean data
Best Excel & Finance Skills to build accurate financial models and projections in excel
Skills for Memory & Context
Memory and context managment.
Best memory & context skills to help you build memory systems and so your agents don't forget
Skills to Reduce Token Usage
Cut context bloat and spend fewer tokens per session
Best Claude Code skills to reduce token usage and context bloat. Compress memory files, cut filler, and budget your context so sessions run longer and cost less.
Best Claude Skills for Web Development
Frontend design, frameworks, and testing for the modern web
Best Claude skills for web development covering frontend design, React and Next.js, UI quality, and browser testing to ship polished sites faster.
Best Claude Skills for Writing
Articles, editing, and prose that does not sound like AI
Best Claude skills for writing articles, blog posts, and marketing copy, with editing and humanizer skills so your prose never reads like AI.
Best Claude Skills for Students
Research, papers, and study workflows
Best Claude skills for students covering deep research, academic papers, PDFs, LaTeX, and study workflows for school and university work.
Best Claude Skills for Business
Spreadsheets, sales, marketing, and operations
Best Claude skills for business covering spreadsheets, market research, sales enablement, and the everyday ops that keep a company moving.
Claude Skills for Research
Deep research, web search, and source gathering
Best Claude skills for research: deep research agents, web search, scraping, and source gathering to produce well-sourced answers fast.
Skills
Used when the user wants to do anything with PDF files.
docx
Used when the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx...
frontend-design
Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one.
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright.
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration.
xlsx
Use this skill any time a spreadsheet file is the primary input or output.
claude-opus-4-5-migration
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5.
brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having...
canvas-design
Used to create beautiful visual art in .png and .pdf documents using design philosophy.
claude-api
Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching,...
doc-coauthoring
Guide users through a structured workflow for co-authoring documentation.
internal-comms
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to...
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
pptx
Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both.
skill-creator
Used to create new skills, modify and improve existing skills, and measure skill performance.
academy-guide
Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it...
developing-genkit-tooling
Best practices for authoring Genkit tooling, including CLI commands and MCP server tools.
resolve-docker-vulnerabilities
Skill to resolve Docker vulnerabilities for the firebase-cli image.
firebase-ai-logic-basics
Integrates Firebase AI Logic (formerly Vertex AI for Firebase) into mobile and web apps (Android, iOS, Web, and...
firebase-app-hosting-basics
Deploys and manages full-stack web applications (Next.js, Angular) with Server-Side Rendering (SSR) using Firebase App...
firebase-auth-basics
Guide for setting up and using Firebase Authentication.
firebase-basics
Provides foundational Firebase CLI setup, CLI installation, version checks (`firebase-tools@latest --version`), CLI...
firebase-crashlytics
Comprehensive guide for Firebase Crashlytics, including provisioning and SDK usage.
firebase-data-connect
Builds and deploys Firebase SQL Connect (aka Firebase Data Connect) backends with PostgreSQL securely.
firebase-firestore
Sets up, manages, queries, and configures Cloud Firestore databases (Standard/Enterprise edition), including data...
firebase-hosting-basics
Deploys and configures classic Firebase Hosting for static websites, single-page apps (SPAs), and microservices.
add-community-extension
Used to add a community extension to the Spec Kit catalog from a GitHub issue submission.
agent-governance
Patterns and techniques for adding governance, safety, and trust controls to AI agent systems.
acquire-codebase-knowledge
Used when the user explicitly asks to map, document, or onboard into an existing codebase.
acreadiness-assess
Used to run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at...
acreadiness-generate-instructions
Used to generate tailored AI agent instruction files via AgentRC instructions command.
acreadiness-policy
Help the user pick, write, or apply an AgentRC policy.
add-educational-comments
Used to add educational comments to the file specified, or prompt asking for file to comment if one is not provided.
adobe-illustrator-scripting
Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX).
agent-owasp-compliance
Used to check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks.
agent-supply-chain
Verify supply chain integrity for AI agent plugins, tools, and dependencies.
typed-service-contracts
Architecture standard for building robust, type-safe TypeScript services using the "Spec and Handler" pattern.
agent-dx-cli-scale
A scoring scale for evaluating how well a CLI is designed for AI agents, based on the "Rewrite Your CLI for AI Agents"...
ink
Ink terminal renderer for json-render that turns JSON specs into interactive terminal UIs.
design-md
Used to analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
enhance-prompt
Transforms vague UI ideas into polished, Stitch-optimized prompts.
stitch::react-components
Converts Stitch designs into modular Vite and React components, or syncs/updates existing React components to align...
remotion
Used to generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text...
shadcn-ui
Expert guidance for integrating and building applications with shadcn/ui components, including component discovery,...
stitch::code-to-design
Convert frontend code (Vite, React, Angular, Vue, etc.) to a Stitch Design by chaining static HTML extraction, design...
stitch-loop
Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern
code-reviewer
Used to review code.
async-pr-review
Trigger this skill when the user wants to start an asynchronous PR review, run background checks on a PR, or check the...
behavioral-evals
Guidance for creating, running, fixing, and promoting behavioral evaluations.
ci
A specialized skill for Gemini CLI that provides high-performance, fail-fast monitoring of GitHub Actions workflows and...
docs-changelog
Generates and formats changelog files for a new release based on provided version and raw changelog data.
docs-writer
Always use this skill when the task involves writing, reviewing, or editing files in the `/docs` directory or any `.md`...
github-issue-creator
Used when asked to create a GitHub issue.
greeter
A friendly greeter skill
pirate-skill
Speak like a pirate.
pr-address-comments
Use this skill if the user asks you to help them address GitHub PR comments for their current branch of the Gemini CLI.
pr-creator
Used when asked to create a pull request (PR).
agent-tui
Main Agents: Do NOT use this skill directly.
gws-gmail
Gmail: Send, read, and manage email.
gws-admin-reports
Google Workspace Admin SDK: Audit logs and usage reports.
gws-calendar
Google Calendar: Manage calendars and events.
gws-calendar-agenda
Google Calendar: Show upcoming events across all calendars.
gws-calendar-insert
Google Calendar: Create a new event.
gws-chat
Google Chat: Manage Chat spaces and messages.
gws-chat-send
Google Chat: Send a message to a space.
gws-classroom
Google Classroom: Manage classes, rosters, and coursework.
gws-docs
Read and write Google Docs.
gws-docs-write
Google Docs: Append text to a document.
gws-sheets
Google Sheets: Read and write spreadsheets.
gws-slides
Google Slides: Read and write presentations.
add-or-fix-type-checking
Fixes broken typing checks detected by ty, make typing, or make check-repo.
train-sentence-transformers
Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder, dense or static embedding...
trl-training
Post-train LLMs with TRL (Transformers Reinforcement Learning) — SFT, DPO, GRPO, KTO, and reward-model training.
hf-cli
Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers,...
sync-models
Sync chat-ui's model config with the HuggingFace router — add descriptions for new models, flag reasoning-capable ones,...
hf-mcp
Use Hugging Face Hub via MCP server tools.
huggingface-best
Used when the user asks about finding the best, top, or recommended model for a task, wants to know what AI model to...
huggingface-community-evals
Used to run evaluations for Hugging Face Hub models using inspect-ai and lighteval on local hardware.
huggingface-datasets
Used for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply...
huggingface-gradio
Used to build Gradio web UIs and demos in Python.
fix-errors
Guidelines for fixing unhandled errors from the VS Code error telemetry dashboard.
accessibility
Primary accessibility skill for VS Code.
act-on-feedback
Act on user feedback attached to the current session.
add-policy
Used when adding, modifying, or reviewing VS Code configuration policies.
agent-customization
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md,...
anthropic-sdk-upgrader
Use this agent when the user needs to upgrade Anthropic SDK packages.
author-contributions
Identify all files a specific author contributed to on a branch vs its upstream, tracing code through renames.
auto-perf-optimize
Used to run agent-driven VS Code performance or memory investigations.
azure-pipelines
Used when validating Azure DevOps pipeline changes for the VS Code build.
chat-customizations-editor
Used when working on the Chat Customizations editor — the management UI for agents, skills, instructions, hooks,...
launch
Launch Code OSS (VS Code from sources) into an isolated throwaway profile with unique debug ports so you can drive it...
n8n:create-pr
Creates GitHub pull requests with properly formatted titles that pass the check-pr-title CI validation.
n8n:content-design
Product content designer for UI copy.
n8n:create-issue
Used to create Linear tickets or GitHub issues following n8n conventions.
n8n:create-skill
Guides users through creating effective Agent Skills.
data-table-manager
Load before calling data-tables or parse-file.
n8n:experiments
Guides work on `packages/frontend/editor-ui` experiments.
n8n:linear-issue
Fetch and analyze Linear issue with all related context.
n8n:loom-transcript
Fetch and display the full transcript from a Loom video URL.
n8n-cli
Use the n8n CLI to manage workflows, credentials, executions, and more on an n8n instance.
n8n:create-community-node-lint-rule
Used to create new ESLint rules for the @n8n/eslint-plugin-community-nodes package.
claimable-postgres
Provision instant temporary Postgres databases via Claimable Postgres by Neon (neon.new) with no login, signup, or...
neon-postgres
Guides and best practices for working with Neon Serverless Postgres.
neon-postgres-egress-optimizer
Diagnose and fix excessive Postgres egress (network data transfer) in a codebase.
neon
Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions,...
neon-ai-gateway
One API and one credential for frontier and open-source LLMs and embedding models, built into your Neon branch and...
neon-auth
Used to add authentication to a new app.
neon-functions
Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASE_URL injected...
neon-object-storage
S3-compatible object storage that branches with your database, so each branch gets its own copy of the files and the...
neon-postgres-branches
Choose and create the right Neon branch type for testing and development.
add-neon-docs
Used when the user asks to add documentation, add docs, add references, or install documentation about Neon.
neon-auth
Sets up Neon Auth for your application.
neon-drizzle
Creates a fully functional Drizzle ORM setup with a provisioned Neon database.
neon-js
Sets up the full Neon JS SDK with unified auth and PostgREST-style database queries.
neon-serverless
Configures Neon Serverless Driver for Next.js, Vercel Edge Functions, AWS Lambda, and other serverless environments.
neon-toolkit
Creates and manages ephemeral Neon databases for testing, CI/CD pipelines, and isolated development environments.
better-env
Better environment variable management for agents and humans with full type safety, CLI-based remote environment...
claimable-postgres
Provision instant temporary Postgres databases via Claimable Postgres by Neon (neon.new) with no login, signup, or...
logging-best-practices
Logging best practices focused on wide events (canonical log lines) for powerful debugging and analytics
neon-postgres-agent-platforms
Used to build and operate multi-tenant AI agent platforms on Neon.
neon-auth-nextjs
Sets up Neon Auth in Next.js App Router applications.
neon-auth-react
Sets up Neon Auth in React applications (Vite, CRA).
neon-js-react
Sets up the full Neon SDK with authentication AND database queries in React apps (Vite, CRA).
postgres-best-practices
Best practices and guidelines for working with Postgres.
skill-creator
Guide for creating effective skills.
android-e2e-testing
Used to test Expo Router features on Android emulators using ADB.
deep-code-review
In-depth design-focused code review - understands codebase context before evaluating PR changes, posts structured...
expo-api-docs
Used to write TSDoc comments for Expo SDK APIs following official conventions.
expo-native-ui
Framework (OSS).
eas-update-insights
EAS service (paid).
expo-api-routes
Guidelines for creating API routes in Expo Router with EAS Hosting
expo-cicd-workflows
Helps understand and write EAS workflow YAML files for Expo projects.
expo-deployment
Deploying Expo apps to iOS App Store, Android Play Store, web hosting, and API routes
expo-dev-client
Framework (OSS).
expo-module
Framework (OSS).
agent-browser
Browser automation CLI for AI agents.
agentcore
Used to run agent-browser on AWS Bedrock AgentCore cloud browsers.
core
Core agent-browser usage guide.
dogfood
Systematically explore and test a web application to find bugs, UX issues, and other problems.
electron
Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome...
slack
Interact with Slack workspaces using browser automation.
vercel-sandbox
Used to run agent-browser + Chrome inside Vercel Sandbox microVMs for browser automation from any Vercel-deployed app.
deploy-to-vercel
Deploy applications and websites to Vercel.
vercel-cli-with-tokens
Deploy and manage projects on Vercel using token-based authentication.
vercel-composition-patterns
React composition patterns that scale.
cell-architecture
Reference and active migration guide for Sentry's cell architecture.
cmdk-actions
Guide for adding new actions to Sentry's Command+K palette.
design-system
Guide for using Sentry's layout and text primitives.
django-models
Used to design Django ORM models for Sentry following architectural conventions for silos, replication, relocation, and...
generate-frontend-forms
Guide for creating forms using Sentry's new form system.
generate-migration
Used to generate or review Django database migrations for Sentry.
generate-snapshot-tests
Used to generate snapshot test files for Sentry frontend React components.
hybrid-cloud-outboxes
Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.
hybrid-cloud-rpc
Guide for creating, updating, and deprecating hybrid cloud RPC services in Sentry.
hybrid-cloud-test-gen
Used to generate hybrid cloud tests for the Sentry codebase.
address-sanitizer
AddressSanitizer detects memory errors during fuzzing.
aflpp
AFL++ is a fork of AFL with better fuzzing performance and advanced features.
agentic-actions-auditor
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action,...
algorand-vulnerability-scanner
Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees,...
ask-questions-if-underspecified
Clarify requirements before implementing.
atheris
Atheris is a coverage-guided Python fuzzer based on libFuzzer.
audit-augmentation
Augments Trailmark code graphs with external audit findings from SARIF static analysis results, weAudit annotation...
audit-context-building
Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug...
audit-prep-assistant
Prepares codebases for security review using Trail of Bits' checklist.
burpsuite-project-parser
Searches and explores Burp Suite project files (.burp) from the command line.
property-based-testing
Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or...
github-triage
Triages a repository's open GitHub issues and pull requests via the gh CLI.
diagramming-code
Generates Mermaid diagrams from Trailmark code graphs.
cloudflare-browser
Control headless Chrome via Cloudflare Browser Rendering CDP WebSocket.
migrate-to-vinext
Migrates Next.js projects to vinext (Vite-based Next.js reimplementation).
add-autogate
Step-by-step guide for adding a new autogate to workerd for gradual rollout of risky changes, including enum...
add-compat-flag
Step-by-step guide for adding a new compatibility flag to workerd, including capnp schema, C++ usage, testing, and...
bazel-test-hygiene
Mandatory rules for running bazel tests during development.
commit-categories
Commit categorization rules for changelogs and "what's new" summaries.
dad-jokes
After completing any task that took more than ~5 tool calls, or after long-running builds/tests finish, load this skill...
find-and-run-tests
How to find, build, and run tests in workerd.
identify-reviewer
Identifies the local user's GitHub account and git identity before performing code reviews.
security-audit
Security guidance and vulnerability review for codebases, APIs, services, CLI tools, libraries, and daemons.
capnweb
capnweb RPC patterns for this repo, with a heavy focus on stub lifecycle and disposal.
connect-recommend
Used when the user asks about Stripe Connect configuration, charge patterns, Dashboard access, or how to get started...
stripe-best-practices
Guides Stripe integration decisions across development and test environment planning (separate sandboxes vs the shared...
stripe-directory
Identifies external providers, merchants, nonprofits, platforms, APIs, and software services, and resolves the...
stripe-projects
Used when the user wants to provision infrastructure or third-party services using Stripe Projects.
upgrade-stripe
Guide for upgrading Stripe API versions, webhook endpoints, server-side SDKs, Stripe.js, and mobile SDKs
create-payment-credential
Gets secure, one-time-use payment credentials (cards, tokens) from a Link wallet so agents can complete purchases on...
pay-for-http-request
Make HTTP requests with automatic x402 payment support using the purl command line interface.
metronome
Guides Metronome usage-based billing integration decisions — event ingestion (single and batch, idempotency, billable...
stripe-pay
Helps users send funds to another Stripe business, transfer money to a Stripe Profile handle or network ID, or ask...
vitest
Vitest API and config reference (Jest-compatible) — mocking with vi.*, spies, fake timers, coverage configuration,...
dev-toolbar-review
Safety rules for the dev toolbar, PostHog client, and feature flags.
studio-e2e-tests
Used to write and run Playwright E2E tests for Supabase Studio (e2e/studio).
safe-sql-execution
Use whenever code will build, return, fetch, or execute SQL that runs against a user's real Postgres database — even...
studio-error-handling
Error display and troubleshooting pattern for Supabase Studio.
studio-queries
React Query conventions for data fetching in Supabase Studio.
studio-testing
Testing strategy for Supabase Studio.
studio-ui-patterns
Used to design system UI patterns for Supabase Studio.
telemetry-standards
PostHog event tracking standards for Supabase Studio.
vercel-composition-patterns
React composition patterns that scale.
figma-code-connect
Creates and maintains Figma Code Connect template files that map Figma components to code snippets.
figma-create-design-system-rules
Generates custom design system rules for the user's codebase.
figma-create-new-file
Always use this skill when the user wants to create a new Figma Design, FigJam, or Slides file.
figma-generate-design
Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section...
figma-generate-diagram
MANDATORY prerequisite — load this skill BEFORE every `generate_diagram` tool call.
figma-generate-library
Used to build or update a professional-grade design system in Figma from a codebase.
figma-design-to-code
**MANDATORY prerequisite** — you MUST invoke this skill BEFORE calling the `get_design_context` Figma MCP tool.
figma-use
**MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call.
figma-use-figjam
This skill helps agents use Figma's use_figma MCP tool in the FigJam context.
figma-use-slides
This skill helps agents use Figma's use_figma MCP tool in the Slides context.
generate-project-plan
Used to generate a FigJam project plan board from a PRD plus codebase context.
figma-code-workflows
Import or upload local HTML or project files into Figma, choose editable Design frames, runnable Code Layers or...
figma-generative-plugins
**MANDATORY prerequisite** — load this skill before calling `create_generative_plugin` or `update_generative_plugin`.
figma-shaders
**MANDATORY prerequisite** — load this skill before calling `create_shader` or `update_shader`.
figma-spec
This skill is required to create, read, edit, review, or comment on Figma specs.
code-review
Used to run a final code review on a pull request
babysit-pr
Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and...
plugin-creator
Used to create and scaffold plugin directories for Codex with a required `.codex-plugin/plugin.json`, optional plugin...
code-review-change-size
Change size guidance (800 lines)
code-review-context
Model visible context
code-review-testing
Used to test authoring guidance
codex-bug
Diagnose GitHub bug reports in openai/codex.
codex-issue-digest
Used to run a GitHub issue digest for openai/codex by feature-area labels, all areas, and configurable time windows.
codex-pr-body
Used to update the title and body of one or more pull requests.
remote-tests
Testing against remote executors in integration tests.
skill-creator
Used to create or update a Codex skill with appropriately scoped instructions and any needed supporting resources.
test-tui
Guide for testing Codex TUI interactively
bootstrap-realtime-eval
Bootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from...
openai-knowledge
Retrieve authoritative OpenAI API and platform documentation when an integration or claim needs current external...
code-change-verification
Used to run the required final formatting, lint, type, and test checks after eligible SDK changes pass review.
credit-note-fixer
Used to fix the tiny credit-note formatting bug and rerun the exact targeted test command.
csv-workbench
Used to analyze CSV files in /mnt/data and return concise numeric summaries.
docs-sync
Audit or update English SDK documentation against the requested implementation scope.
examples-run-analysis
Used to analyze logs and source from a completed manual examples run.
final-release-review
Assess a Python SDK release candidate or release plan against the previous release and recommend ship or block.
imagegen
Used to generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos,...
extract-errors
Used when adding new error messages to React, or seeing "unknown error code" warnings.
feature-flags
Used when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test...
flags
Used when you need to check feature flag states, compare channels, or debug why a feature behaves differently across...
flow
Used when you need to run Flow type checking, or when seeing Flow type errors in React code.
test
Used when you need to run tests for React core.
verify
Used when you want to validate changes before committing, or when you need to check all React contribution requirements.
fix
Used when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
relay-best-practices
Best practices for writing idiomatic Relay code.
buck2-rule-basics
Guide users through writing their first Buck2 rule to learn fundamental concepts including rules, actions, targets,...
fix
Used when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
skill-writer
Guide users through creating Agent Skills for Claude Code.
add-uint-support
Used to add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros.
aoti-debug
Used to debug AOTInductor (AOTI) errors and crashes.
at-dispatch-v2
Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code.
distributed-triage
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and...
docstring
Used to write docstrings for PyTorch functions and methods following PyTorch conventions.
document-public-apis
Document undocumented public APIs in PyTorch by removing functions from coverage_ignore_functions and...
fix-issue
Used to fix bugs reported in PyTorch GitHub issues by reproducing, root-causing, and implementing a fix in the local...
metal-kernel
Used to write Metal/MPS kernels for PyTorch operators.
pr-review
Used to review PyTorch pull requests for code quality, test coverage, security, and backward compatibility.
competitor-analysis
Compare two or more companies, products, or platforms across pricing, features, positioning, and docs.
deep-research
Multi-source research with source triangulation and fact-checking.
e-commerce
Navigate e-commerce sites to extract products, pricing, categories, and inventory.
financial-research
Pull company financials, SEC filings, and analyst consensus for a public company.
pricing-tracker
Extract and normalize pricing tiers from any SaaS, API, cloud, or LLM vendor's pricing page.
structured-extraction
Extract structured data matching a JSON schema from websites.
firecrawl
Any live-web task via the Firecrawl CLI — including ordinary web research: searching the web, reading or extracting...
firecrawl-agent
Autonomously navigate websites and extract structured data across pages.
firecrawl-crawl
Bulk-extract many pages from one site or section.
firecrawl-download
Save a site or section as local files (markdown, screenshots).
convert-documents-to-markdown
Convert Word (.doc, .docx), PowerPoint (.ppt, .pptx), Excel (.xls, .xlsx), OpenDocument (.odt, .ods, .odp), RTF, EPUB,...
hyperframes
Mandatory entry point: read this first for any request to make, create, edit, animate, or render a video, animation, or...
remotion-to-hyperframes
Port an existing Remotion (React) composition's source to HyperFrames HTML.
animejs
Anime.js adapter patterns for HyperFrames.
css-animations
CSS animation adapter patterns for HyperFrames.
gsap
GSAP animation reference for HyperFrames.
hyperframes-cli
Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare,...
hyperframes-media
Asset preprocessing for HyperFrames compositions — text-to-speech narration (Kokoro), audio/video transcription...
hyperframes-registry
Install, discover, and wire registry blocks and components into HyperFrames compositions.
lottie
Lottie and dotLottie adapter patterns for HyperFrames.
tailwind
Tailwind CSS v4.2 browser-runtime patterns for HyperFrames compositions.
product-launch-video
Turn a product or marketing URL, pasted script, or brief into a product launch / promo video — SaaS promos, feature...
canopy-part-title
Leaves sweep through the frame and part to reveal the headline.
captions-overlay
Overlay doctrine for the embedded-captions workflow — the caption MODEL (drop / rail / embed) and the rule that...
gsap-core
Official GSAP skill for the core API — gsap.to(), from(), fromTo(), easing, duration, stagger, defaults,...
gsap-frameworks
Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount.
gsap-performance
Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching.
gsap-plugins
Official GSAP skill for GSAP plugins — registration, ScrollToPlugin, ScrollSmoother, Flip, Draggable, Inertia,...
gsap-react
Official GSAP skill for React — useGSAP hook, refs, gsap.context(), cleanup.
gsap-scrolltrigger
Official GSAP skill for ScrollTrigger — scroll-linked animations, pinning, scrub, triggers.
gsap-timeline
Official GSAP skill for timelines — gsap.timeline(), position parameter, nesting, playback.
gsap-utils
Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe.
deslop
Remove AI-generated code slop and clean up code style
fix-merge-conflicts
Resolve merge conflicts non-interactively, validate build and tests, and finalize conflict resolution
make-pr-easy-to-review
Used to prepare PRs for review by cleaning noisy history, improving PR descriptions, and adding reviewer guidance...
thermo-nuclear-code-quality-review
Used to run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition...
check-compiler-errors
Used to run compile and type-check commands and report failures
control-cli
Used to build or adapt a local harness to drive, inspect, and profile an interactive CLI or TUI without external...
control-ui
Used to build or adapt a local browser/CDP harness to drive and inspect a web, IDE, or Electron UI.
fix-ci
Used to find failing PR checks, inspect logs or external check links, and apply focused fixes
get-pr-comments
Fetch and summarize review comments from the active pull request
loop-on-ci
Used to monitor PR checks and fix failures until green.
new-branch-and-pr
Used to create a fresh branch, complete work, and open a pull request
pr-review-canvas
Used to generate an interactive PR review walkthrough as an HTML page.
review-and-ship
Used to review the current branch for bugs, intent fit, and test coverage; run or write tests; commit focused work;...
run-smoke-tests
Used to run Playwright smoke tests, debug failures, and verify fixes
weekly-review
Produce a weekly synthesis of authored commits with highlights by bugfix, tech debt, and net-new work
what-did-i-get-done
Summarize authored commits over a user-specified time period into a concise update
workflow-from-chats
Extract durable working preferences from recent Cursor chats and convert them into skills, rules, or workflow docs.
architect
Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
arena
Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it.
automate-me
Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a...
aso-audit
When the user wants to audit or optimize an App Store or Google Play listing.
churn-prevention
When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or...
cold-email
Used to write B2B cold emails and follow-up sequences that get replies.
community-marketing
Used to build and leverage online communities to drive product growth and brand loyalty.
competitor-profiling
When the user wants to research, profile, or analyze competitors from their URLs.
customer-research
When the user wants to conduct, analyze, or synthesize customer research.
directory-submissions
When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for...
image
When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product...
lead-magnets
When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation.
revops
When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes.
sales-enablement
When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts.
site-architecture
When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal...
ab-test-setup
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.
ad-creative
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad...
ai-seo
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
analytics-tracking
When the user wants to set up, improve, or audit analytics tracking and measurement.
competitor-alternatives
When the user wants to create competitor comparison or alternative pages for SEO and sales enablement.
content-strategy
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover.
copy-editing
When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content.
copywriting
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages,...
ab-testing
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.
ads
When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X,...
requesting-code-review
Used when completing tasks, implementing major features, or before merging to verify work meets requirements
using-superpowers
Used when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY...
systematic-debugging
Used when encountering any bug, test failure, or unexpected behavior, before proposing fixes
test-driven-development
Used when implementing any feature or bugfix, before writing implementation code
receiving-code-review
Used when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or...
subagent-driven-development
Used when executing implementation plans with independent tasks in the current session
using-git-worktrees
Used when starting feature work that needs isolation from current workspace or before executing implementation plans -...
verification-before-completion
Used when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running...
writing-plans
Used when you have a spec or requirements for a multi-step task, before touching code
writing-skills
Used when creating new skills, editing existing skills, or verifying skills work before deployment
dispatching-parallel-agents
Used when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
executing-plans
Used when executing an implementation plan in the current session as the implementer yourself — your human partner...
finishing-a-development-branch
Used when implementation is complete, all tests pass, and you need to decide how to integrate the work
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying...
remembering-conversations
You MUST invoke this skill before saying "I don't know," guessing, or treating any topic as new, no matter how trivial...
writing-clearly-and-concisely
Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages,...
finding-duplicate-functions
Used when auditing a codebase for semantic duplication - functions that do the same thing but have different names or...
using-tmux-for-interactive-commands
Used when you need to run interactive CLI tools (vim, git rebase -i, Python REPL, etc.) that require real-time...
browsing
Used when you need direct browser control - teaches Chrome DevTools Protocol for controlling existing browser sessions,...
Creating Skills
TDD for process documentation - test with subagents before writing, iterate until bulletproof
diagnosing-superpowers
Used when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans,...
golang-benchmark
Golang benchmarking, profiling, and performance measurement.
golang-cli
Golang CLI application development.
golang-code-style
Golang code style conventions — line length and breaking, variable declarations, control flow clarity, when comments...
golang-concurrency
Golang concurrency patterns.
golang-context
Idiomatic context.Context usage in Golang — propagation through API boundaries, cancellation, timeouts and deadlines,...
golang-continuous-integration
CI/CD pipeline configuration using GitHub Actions for Golang projects — testing, linting, SAST, security scanning, code...
golang-data-structures
Golang data structures — slices (internals, capacity growth, preallocation, slices package), maps (internals, hash...
golang-database
Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions,...
golang-dependency-injection
Comprehensive guide for dependency injection (DI) in Golang.
golang-dependency-management
Dependency management strategies for Golang projects — go.mod management, installing/upgrading packages, Minimal...
golang-design-patterns
Idiomatic Golang design patterns — functional options, constructors, error flow and cascading, resource management and...
golang-documentation
Comprehensive documentation guide for Golang projects, covering godoc comments, README, CONTRIBUTING, CHANGELOG, Go...
golang-error-handling
Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel...
golang-graphql
Implements GraphQL APIs in Golang using gqlgen or graphql-go.
golang-grpc
Provides gRPC usage guidelines, protobuf organization, and production-ready patterns for Golang microservices.
golang-lint
Linting best practices and golangci-lint configuration for Golang projects — running linters, configuring...
golang-modernize
Modernize Golang code to use recent language features, standard library improvements, and idiomatic patterns.
golang-naming
Go (Golang) naming conventions — covers packages, constructors, structs, interfaces, constants, enums, errors,...
golang-observability
Golang everyday observability — the always-on signals in production.
golang-performance
Golang performance optimization patterns and methodology - if X bottleneck, then apply Y.
golang-google-wire
Compile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind...
golang-gopls
Golang semantic code intelligence via `gopls`, the official Go language server — go-to-definition, find references,...
golang-how-to
Golang skills orchestrator — always active on any Golang coding, review, debug, or setup task.
ai-research-explore
Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates.
ai-research-reproduction
Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction.
analyze-project
Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories.
env-and-assets-bootstrap
Rigor Setup skill for README-first deep learning repo reproduction.
explore-code
Rigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories.
explore-run
Rigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories.
minimal-run-and-audit
Rigor Run skill for README-first deep learning repo reproduction.
paper-context-resolver
Rigor Paper Context helper for README-first deep learning repo reproduction.
repo-intake-and-plan
Rigor Intake helper for README-first deep learning repo reproduction.
run-train
Rigor Train skill for deep learning research repositories.
safe-debug
Rigor Debug / Rigor Audit skill for deep learning research work.
caveman-compress
Compress a memory file such as CLAUDE.md or a todo list into caveman format to save input tokens, keeping a readable...
caveman-commit
Ultra-compressed commit message generator.
cavecrew
When to delegate to `cavecrew-investigator` (locate code), `cavecrew-builder` (1-2 file edit) or `cavecrew-reviewer`...
caveman-help
Quick-reference card for all caveman modes, skills, and commands.
caveman-review
Ultra-compressed code review comments.
caveman-stats
Show recorded output and cache-read token usage and mode attribution for the current Claude Code session, or locate the...
caveman
Ultra-compressed communication mode.
backprop
Bug → spec protocol.
build
Plan-then-execute implementation against SPEC.md.
caveman
Caveman encoding for SPEC.md and spec-adjacent writes.
check
Read-only drift detector.
spec
Create, amend, or backprop bugs into SPEC.md at repo root.
caveman
Ultra-compressed communication mode.
context-canary
Used to install a per-turn canary signal (e.g.
fuck-slop
De-slop pass for any text: detects and erases the statistical fingerprints of AI writing (negative parallelism / "not X...
grill-me
Calibrated grilling session for stress-testing a plan, design, idea, or decision.
interface-kit
Authoritative guide for implementing stunning, accessible, performant UI.
junior-to-senior
Adversarial senior-engineer review for agent-generated plans, designs, and architectures.
loop-factory
Used to run a spec-driven agent loop where coding tasks live as markdown specs that move through inbox → active →...
caveman-discover
Used to find and label every LLM workflow in the repository so Caveman Cloud groups spend by workflow instead of one...
grill-with-docs
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
prototype
Used to build a throwaway prototype to answer a design question.
design-an-interface
Used to generate multiple radically different interface designs for a module using parallel sub-agents.
caveman
Ultra-compressed communication mode.
diagnose
Disciplined diagnosis loop for hard bugs and performance regressions.
edit-article
Used to edit and improve articles by restructuring sections, improving clarity, and tightening prose.
migrate-to-shoehorn
Migrate test files from `as` type assertions to @total-typescript/shoehorn.
qa
Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues.
setup-matt-pocock-skills
Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc...
triage
Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write...
ubiquitous-language
Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing...
zoom-out
Tell the agent to zoom out and give broader context or a higher-level perspective.
to-prd
Turn the current conversation context into a PRD and publish it to the project issue tracker.
pr
Used when writing a PR body.
writing-for-agents
Writing documents for agents.
claude-handoff
Hand the current conversation off to a fresh background agent that picks up the work immediately.
brandkit
Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks,...
gpt-taste
Elite UX/UI & Advanced GSAP Motion Engineer.
image-to-code
Elite website image-to-code skill for Codex.
imagegen-frontend-web
Elite frontend image-direction skill for generating premium, conversion-aware website design references.
design-taste-frontend
tasteskill v2, the anti-slop frontend skill.
baoyu-design
Used to create polished design artifacts as self-contained HTML: UI mockups, interactive prototypes, wireframes,...
release-skills
Universal release workflow.
baoyu-article-illustrator
Analyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style ×...
baoyu-comic
Knowledge comic creator supporting multiple art styles and tones.
baoyu-compress-image
Compresses images to WebP (default) or PNG with automatic tool selection.
baoyu-cover-image
Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 11 color palettes and...
baoyu-danger-gemini-web
Generates images and text via reverse-engineered Gemini Web API.
baoyu-danger-x-to-markdown
Converts X (Twitter) tweets and articles to markdown with YAML front matter.
baoyu-diagram
Used to create professional, dark-themed SVG diagrams of any type — architecture diagrams, flowcharts, sequence...
baoyu-electron-extract
Extracts resources and JavaScript from any installed Electron app (`.asar` bundle), restoring original sources from...
baoyu-format-markdown
Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks.
baoyu-image-cards
Generates infographic image card series with 12 visual styles, 8 layouts, and 3 color palettes.
baoyu-image-gen
AI image generation with OpenAI GPT Image 2.5, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax,...
baoyu-imagine
AI image generation with OpenAI GPT Image 2, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax,...
baoyu-infographic
Used to generate professional infographics with 21 layout types and 22 visual styles.
baoyu-markdown-to-html
Converts Markdown to styled HTML with WeChat-compatible themes.
baoyu-post-to-wechat
Posts content to WeChat Official Account (微信公众号) via API or Chrome CDP.
baoyu-post-to-weibo
Posts content to Weibo (微博).
baoyu-post-to-x
Posts content and articles to X (Twitter).
baoyu-slide-deck
Generates professional slide deck images from content.
baoyu-translate
This skill should be used when the user asks to "translate", "翻译", "精翻", "translate article", "translate to Chinese",...
baoyu-url-to-markdown
Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters).
baoyu-wechat-summary
Summarizes WeChat group chat highlights into a structured digest using the local wx-cli binary...
baoyu-xhs-images
Generates infographic image card series with 12 visual styles, 8 layouts, and 3 color palettes.
baoyu-youtube-transcript
Downloads YouTube video transcripts/subtitles and cover images by URL or video ID.
release-skills
Universal release workflow.
accessibility-compliance
Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology...
airflow-dag-patterns
Used to build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
angular-migration
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates.
anti-reversing-techniques
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis.
api-design-principles
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight...
architecture-decision-records
Used to write and maintain Architecture Decision Records (ADRs) following best practices for technical decision...
architecture-patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven...
async-python-patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications.
attack-tree-construction
Used to build comprehensive attack trees to visualize threat paths.
auth-implementation-patterns
Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure,...
backtesting-frameworks
Used to build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship...
bash-defensive-patterns
Master defensive Bash programming techniques for production-grade scripts.
bats-testing-patterns
Master Bash Automated Testing System (Bats) for comprehensive shell script testing.
bazel-build-optimization
Optimize Bazel builds for large-scale monorepos.
billing-automation
Used to build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning...
binary-analysis-patterns
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern...
block-no-verify-hook
Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass...
changelog-automation
Automate changelog generation from commits, PRs, and releases following Keep a Changelog format.
code-review-excellence
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing...
competitive-landscape
Used to analyze competition, identify differentiation opportunities, and develop winning market positioning strategies...
python-packaging
Used to create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to...
ai-debt-detector
Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules.
market-sizing-analysis
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies.
obsidian-markdown
Used to create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other...
defuddle
Extract clean Markdown from HTML pages with Defuddle CLI.
json-canvas
Used to create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections.
obsidian-bases
Used to create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries.
obsidian-cli
Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and...
knap
Render Markdown from templates and structured data using Knap CLI.
impeccable
Used when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize,...
audit
a user-authored audit skill
resolve-agent-reviews
Resolve PR review bot findings on current PR.
emil-design-eng
This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible...
animate
Used to build an animation from scratch, making the decisions in the order that determines whether it feels right —...
animate-expo
Used to build animations in React Native and Expo, making the decisions in the order that determines whether they feel...
nuxt
Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing.
pinia
Pinia official Vue state management library, type-safe and extensible.
pnpm
Node.js package manager with strict dependency resolution.
antfu
Anthony Fu's opinionated tooling and conventions for JavaScript/TypeScript projects.
slidev
Used to create and present web-based slidedecks for developers using Slidev with Markdown, Vue components, code...
tsdown
Bundle TypeScript and JavaScript libraries with blazing-fast speed powered by Rolldown.
turborepo
Turborepo monorepo build system guidance.
unocss
UnoCSS instant atomic CSS engine, superset of Tailwind CSS.
vite
Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration.
vitepress
VitePress static site generator powered by Vite and Vue.
vitest
Vitest fast unit testing framework powered by Vite with Jest-compatible API.
vue
Vue 3 Composition API, script setup macros, reactivity system, and built-in components.
vue-best-practices
MUST be used for Vue.js tasks.
vue-router-best-practices
Vue Router 4 patterns, navigation guards, route params, and route-component lifecycle interactions.
vue-testing-best-practices
Use for Vue.js testing.
vueuse-functions
Apply VueUse composables where appropriate to build concise, maintainable Vue.js / Nuxt features.
web-design-guidelines
Used to review UI code for Web Interface Guidelines compliance.
antfu-design
antfu-style design conventions, broadened.
nitro
Nitro is the framework-agnostic server toolkit (powering Nuxt) for building and deploying web servers anywhere.
api-and-interface-design
Guides stable API and interface design.
browser-testing-with-devtools
Tests in real browsers via Chrome DevTools MCP.
ci-cd-and-automation
Automates CI/CD pipeline setup.
code-review-and-quality
Conducts multi-axis code review.
code-simplification
Simplifies code for clarity.
context-engineering
Optimizes agent context setup.
debugging-and-error-recovery
Guides systematic root-cause debugging.
deprecation-and-migration
Manages deprecation and migration.
documentation-and-adrs
Records decisions and documentation.
frontend-ui-engineering
Builds production-quality, accessible, responsive user-facing UIs.
git-workflow-and-versioning
Structures git workflow practices.
idea-refine
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
incremental-implementation
Delivers changes incrementally.
performance-optimization
Optimizes application performance across frontend, backend, queries, and databases.
planning-and-task-breakdown
Breaks work into ordered tasks.
security-and-hardening
Hardens code against vulnerabilities.
shipping-and-launch
Prepares production launches.
source-driven-development
Grounds every implementation decision in official documentation.
spec-driven-development
Creates specs before coding.
test-driven-development
Drives development with tests.
constraint-driven-development
Establishes a project's quality bar as a written contract and stops agents quietly lowering it.
doubt-driven-development
Subjects every non-trivial decision to a fresh-context adversarial review before it stands.
swiftui-pro
Comprehensively reviews SwiftUI code for best practices on modern APIs, maintainability, and performance.
swift-concurrency-pro
Reviews Swift code for concurrency correctness, modern API usage, and common async/await pitfalls.
swift-testing-pro
Writes, reviews, and improves Swift Testing code using modern APIs and best practices.
swiftdata-pro
Writes, reviews, and improves SwiftData code using modern APIs and best practices.
swiftui-pro
Comprehensively reviews SwiftUI code for best practices on modern APIs, maintainability, and performance.
gstack
Router for the gstack skill suite.
autoplan
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with...
plan-design-review
Designer's eye plan review — interactive, like CEO and Eng review.
ship
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create...
scrape
Pull data from a web page.
sync-gbrain
Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md.
benchmark
Web performance regression detection.
browse
Drive a real browser through Aside: open a page, read it, click through a flow, take screenshots, check console errors.
canary
Post-deploy canary monitoring.
careful
Safety guardrails for destructive commands.
codex
OpenAI Codex CLI wrapper — three modes.
cso
Security audit: supported static findings; qualified profiles add reproduction and repair candidates.
design-consultation
Used to design consultation: understands your product, researches the landscape, proposes a complete design system...
design-html
Used to design finalization: generates production-quality Pretext-native HTML/CSS.
design-review
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow...
document-release
Release documentation audit.
freeze
Restrict file edits to a specific directory for the session.
gstack
Used to install and use gstack in Capy and Claude Code.
guard
Full safety mode: destructive command warnings + directory-scoped edits.
investigate
Systematic debugging with root cause investigation.
1password
Set up and use 1Password CLI (op, one-password).
1password
Set up and use 1Password CLI (op).
video-transcript-downloader
yt-dlp downloads: video, audio, subtitles, transcripts, clips, playlists.
github
Interact with GitHub using the `gh` CLI.
obsidian
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
brave-search
Web search and content extraction via Brave Search API.
weather
Get current weather and forecasts (no API key required).
bluebubbles
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
apple-reminders
Used to manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete).
bear-notes
Create, search, and manage Bear notes via grizzly CLI.
blucli
BluOS CLI (blu) for discovery, playback, grouping, and volume.
camsnap
Capture frames or clips from RTSP/ONVIF cameras.
eightctl
Control Eight Sleep pods (status, temperature, alarms, schedules).
gemini
Gemini CLI for one-shot Q&A, summaries, and generation.
goplaces
Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews.
mcporter
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc...
nano-pdf
Used to edit PDFs with natural-language instructions using the nano-pdf CLI.
notion
Notion API for creating and managing pages, databases, and blocks.
openai-whisper
Local speech-to-text with the Whisper CLI (no API key).
codexbar
CodexBar read.
qa-test
CodexBar live QA/e2e testing: run provider usage matrix checks, validate real app config, use Peekaboo for menu proof,...
Harvest
Mines a single piece of content (URL, YouTube, article, text, file) for anything useful to LifeOS, ranks the findings,...
Interceptor
Real Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions; mandatory for...
Loop
Iterative improvement loop — refine a target across multiple Algorithm cycles toward ideal state.
Art
Static visual content across 20+ formats — diagrams, mermaid, infographics, D3 dashboards, comics, icons, wallpaper —...
CMUX
Drives cmux as an agent cockpit to boot, race, and monitor visible agent teams.
AnnualReports
Aggregate and analyze annual security reports from major vendors — extract trends, compare threat landscapes...
Apify
Social media scraping, business data, e-commerce via Apify actors.
BeCreative
Extended thinking mode.
Browser
Debug-first browser automation with always-on visibility.
Documents
Document processing.
PDF processing.
Recon
Security reconnaissance.
SECUpdates
Security news aggregation from tldrsec, no.security, and other sources.
USMetrics
68 US economic indicators from FRED, EIA, Treasury, BLS, Census APIs with trend analysis and cross-metric correlation.
WriteStory
Layered fiction writing system using Will Storr's storytelling science and rhetorical figures.
Council
Multi-agent debate system.
CreateSkill
Mandatory orchestrator for all LifeOS skill work — creating, editing, adding a workflow or tool, renaming, validating,...
Optimize
Autonomous optimization loop — hill-climb any target.
PrivateInvestigator
Ethical people-finding.
Prompting
Meta-prompting system for dynamic prompt generation using templates, standards, and patterns.
Tldraw
Read, create, and edit tldraw .tldr canvas files deterministically — sketch hand-drawn-register diagrams (boxes,...
Aphorisms
Curated aphorism collection with CRUD — content-based matching, themed search, thinker research, DB maintenance.
browser-use
Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work.
cloud
Documentation reference for using Browser Use Cloud — the hosted API and SDK for browser automation.
open-source
Documentation reference for writing Python code using the browser-use open-source library.
remote-browser
Controls an isolated Browser Use Cloud browser from a sandboxed machine with the current Browser Use CLI.
manim-video
Production pipeline for mathematical and technical animations using Manim Community Edition.
video-use
Used to edit any video by conversation.
browser-harness
Control a real browser via CDP: clicking, typing, navigation, logged-in sessions, JS-rendered or bot-protected pages.
cdp
Drive Chrome via the DevTools Protocol from JavaScript.
effect
Work with Effect v4 / effect-smol TypeScript code in this repo
last30days
Research what people actually say about any topic in the last 30 days.
search-x
Real-time X/Twitter search powered by Grok-4.
printing-press
Set up a new integration, connector, or CLI binding for any API.
printing-press-amend
Amend a published CLI from one of two input sources: (1) dogfood mode mines the active Claude Code session transcript...
printing-press-import
Bring a published CLI from the public library into the internal library so it's identical to a freshly-generated copy —...
printing-press-output-review
Internal sub-skill: agentic review of a printed CLI's sampled command output for plausibility issues that rule-based...
printing-press-polish
Polish a generated CLI to pass verification and become publish-ready.
printing-press-reprint
Regenerate an existing printed CLI from scratch under the current Printing Press, with prior research, prior novel...
printing-press-retro
Used when the user asks to retro, run a retrospective, file findings, or improve the Printing Press after a printed-CLI...
printing-press-publish
Publish a generated CLI to the printing-press-library repo
tesla
Complete Tesla Fleet API control - all 66 vehicle commands, energy/Powerwall management, vehicle sharing, charging...
pp-company-goat
Look up startups across SEC Form D, GitHub, Hacker News, Companies House, YC, and Wikidata in one command — including...
printing-press-score
Score a generated CLI against the Steinberger bar, compare two CLIs side-by-side
printing-press-catalog
Browse and install pre-built Go CLIs for popular APIs from the catalog
pp-espn
Used when the user asks about live sports scores, standings, team stats, game summaries (with box score, leaders,...
pp-flight-goat
Printing Press CLI for Flight Goat.
pp-movie-goat
The movie CLI that combines TMDb's discovery engine with OMDb's multi-source ratings — and ships a SQLite watchlist...
pp-recipe-goat
Used to find the best version of any recipe across 37 trusted sites — with offline cookbook, pantry match, substitution...
pp-hackernews
Hacker News from your terminal — with a local SQLite store, snapshot history, and agent-native output no other HN tool...
ralplan
Consensus planning entrypoint that auto-gates vague ralph/autopilot/team requests before execution
ai-slop-cleaner
Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode
hud
Configure HUD display options (layout, presets, display elements)
ultraqa
QA cycling workflow - test, verify, fix, repeat until goal met
skill
Used to manage local skills - list, add, remove, search, edit, setup wizard
deepinit
Deep codebase initialization with hierarchical AGENTS.md documentation
autopilot
Full autonomous execution from idea to working code
ralph
Self-referential loop until task completion with configurable verification reviewer
ultrawork
Parallel execution engine for high-throughput task completion
omc-setup
Used to install or refresh oh-my-claudecode for plugin, npm, and local-dev setups from the canonical setup flow
cancel
Cancel any active OMC mode (autopilot, ralph, ultrawork, ultraqa, swarm, ultrapilot, pipeline, team)
external-context
Invoke parallel document-specialist agents for external web searches and documentation lookup
learner
Extract a learned skill from the current conversation
mcp-setup
Configure popular MCP servers for enhanced agent capabilities
omc-doctor
Diagnose and fix oh-my-claudecode installation issues
project-session-manager
Worktree-first dev environment manager for issues, PRs, and features with optional tmux sessions
release
Generic release assistant — analyzes repo release rules, caches them in .omc/RELEASE_RULE.md, then guides the release
sciomc
Orchestrate parallel scientist agents for comprehensive analysis with AUTO mode
team
N coordinated agents on shared task list using Claude Code implicit agent teams
trace
Evidence-driven tracing lane that orchestrates competing tracer hypotheses in Claude built-in team mode
humanizer
Rewrite AI-sounding text so it reads like the writer without changing what it says.
claudeception
Claudeception is a continuous learning system that extracts reusable knowledge from work sessions.
napkin
Maintain a per-repo napkin as a continuously curated runbook (not a session log).
arbitrage
Always active when coding in a Claude (Fable) session.
shadcn
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI, including...
improve
Survey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER...
turborepo
Configure and troubleshoot Turborepo repositories.
add-provider-package
Guide for adding first-party AI provider packages to the AI SDK.
adr-skill
Used to create and maintain Architecture Decision Records (ADRs) optimized for agentic coding workflows.
vercel-cli
Deploy, manage, inspect, and troubleshoot Vercel projects from the command line.
next-forge
Expert assistance for next-forge — a production-grade Turborepo template for Next.js SaaS apps.
streamdown
Implement, configure, and customize Streamdown — a streaming-optimized React Markdown renderer with syntax...
web-design-guidelines
Used to review UI code for Web Interface Guidelines compliance.
eve
Used to build durable backend AI agents with the eve framework.
ai-elements
Used to build AI chat interfaces using ai-elements components — conversations, messages, tool displays, prompt inputs,...
internal-dev-workbench
Spin up a portless + tmux dev session for the Workflow SDK that gives each git worktree isolated...
authoring-skills
How to create and maintain agent skills in .agents/skills/.
backport-pr
Backport a merged Next.js pull request from canary to a previous release branch such as next-16-2.
create-pr
Used to create Git branches, commits, pushes, and GitHub pull requests for Next.js.
dogfood
Exploratory QA of web apps: find bugs, evidence, reports.
paperclip
Use for Paperclip-managed tasks and heartbeats: reading task context, delivering task documents or files, updating...
paperclip-create-agent
Used to create new agents in Paperclip with governance-aware hiring.
para-memory-files
Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions.
diagnose-why-work-stopped
Diagnose stalled, looping, or over-recovered Paperclip issue trees and propose a no-code product-rule plan.
paperclip-create-plugin
Used to create and develop external Paperclip plugins with the CLI-first workflow.
biopython
Biological sequence analysis, alignment, and molecular biology computations
consciousness-council
Multi-perspective deliberation framework for complex scientific questions
pennylane
Quantum machine learning and differentiable quantum computing
extract-errors
Used when adding new error messages to React, or seeing "unknown error code" warnings.
feature-flags
Used when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test...
flags
Used when you need to check feature flag states, compare channels, or debug why a feature behaves differently across...
flow
Used when you need to run Flow type checking, or when seeing Flow type errors in React code.
test
Used when you need to run tests for React core.
verify
Used when you want to validate changes before committing, or when you need to check all React contribution requirements.
make-interfaces-feel-better
Used to design engineering principles for making interfaces feel polished.
oklch-skill
OKLCH color space for web projects.
better-accessibility
Reviews and fixes keyboard and focus behavior, ARIA, accessible names, forms, screen-reader announcements, motion and...
better-colors
Helps you build a color system and answer anything about color in your project.
better-interface
Combines all of the `better-*` skills into a single review across accessibility, layout, writing, typography, color and...
rebuilding-flutter-tool
Rebuilds the Flutter tool and CLI.
upgrade-browser
Upgrade browser versions (Chrome or Firefox) in the Flutter Web Engine and/or Framework tests.
dart-log-failure-parser
Parse failures from Dart and Flutter test logs.
find-release
A skill to find the lowest Dart and Flutter release containing a given commit.
flutter-pr-checks-finder
Used to find failing checks on a Flutter PR and locate the corresponding LUCI log URLs.
proofread-markdown
Proofreads Markdown files against Google guidelines.
update-llms-text
Used to update and maintain the llms.txt file.
validate-pr
Stages the Flutter site locally.
add-dart-lint-validation-rule
Instructions for adding a new validation rule and CLI flag to dart_skills_lint.
dart-add-unit-test
Used to write and organize unit tests for functions, methods, and classes using `package:test`.
higgsfield-generate
Used to generate images/videos/3D assets/audio via Higgsfield AI.
higgsfield-marketplace-cards
Used to generate marketplace product image cards through Higgsfield: compliant main image, secondary product images,...
higgsfield-product-photoshoot
Used to generate brand-quality product images through Higgsfield product-photoshoot prompt enhancement on GPT Image 2 /...
higgsfield-soul-id
Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and...
higgsfield-websites
Build, edit, and deploy full-stack websites, apps and games via the Higgsfield CLI (`higgsfield website …`).
higgsfield-brandkit
Used to create and extend complete visual brand systems through the Higgsfield CLI and bundled deterministic local...
summarize-meeting
Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and...
ab-test-analysis
Used to analyze A/B test results with statistical significance, sample size validation, confidence intervals, and...
analyze-feature-requests
Used to analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk.
ansoff-matrix
Used to generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development,...
beachhead-segment
Identify the first beachhead market segment for a product launch.
brainstorm-experiments-existing
Used to design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other...
brainstorm-experiments-new
Used to design lean startup experiments (pretotypes) for a new product.
brainstorm-ideas-existing
Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer...
brainstorm-ideas-new
Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives.
brainstorm-okrs
Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results.
business-model
Used to generate a Business Model Canvas with all 9 building blocks.
cohort-analysis
Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights.
competitive-battlecard
Used to create sales-ready competitive battlecards comparing your product against a specific competitor — positioning,...
competitor-analysis
Used to analyze competitors with strengths, weaknesses, and differentiation opportunities.
create-prd
Used to create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives,...
customer-journey-map
Used to create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.
draft-nda
Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses...
dummy-dataset
Used to generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV,...
grammar-check
Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text.
growth-loops
Identify growth loops (flywheels) for sustainable traction.
intended-vs-implemented
The method for finding the gap between what a system is supposed to do and what the code actually does — the class of...
shipping-artifacts
The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping.
strategy-red-team
Red-team a PRD, roadmap, or strategy by attacking its load-bearing assumptions before reality does.
solana-dev
Used when user asks to "build a Solana dapp", "write an Anchor program", "create a token", "debug Solana errors", "set...
planning-with-files
Persistent file-based planning for multi-step AI-agent work.
plandeck
A live visual Kanban board and continuity layer for long-running agentic tasks.
planning-with-files-de
Persistente dateibasierte Planung für mehrstufige Arbeit mit KI-Agenten.
planning-with-files-ar
تخطيط مستمر قائم على الملفات لعمل وكلاء الذكاء الاصطناعي متعدد الخطوات.
planning-with-files-es
Planificación persistente basada en archivos para tareas multipaso de agentes de IA.
planning-with-files-zh
用于多步骤 AI 代理工作的持久化文件规划系统。将 task_plan.md、findings.md 和 progress.md 保存在磁盘上，生命周期钩子会注入选定的项目规划上下文。自动恢复只读取项目规划文件。只有显式运行...
planning-with-files-zht
用於多步驟 AI 代理工作的持久化檔案規劃。將 task_plan.md、findings.md 與 progress.md 保存在磁碟上，生命週期鉤子會注入選定的專案規劃內容。自動恢復只讀取專案規劃檔案；只有明確執行...
langsmith-fetch
Used to debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio.
chronos
Gives AI coding agents temporal awareness via a hook-backed ledger and decision rules.
planning-with-files
Persistent file-based planning for multi-step AI-agent work.
adev-writing-guide
Comprehensive writing guide for Angular documentation (adev).
angular-developer
Generates Angular code and provides architectural guidance.
reference-compiler-cli
Explains the mental model and architecture of the code under `packages/compiler-cli`.
reference-core
Explains the mental model and architecture of the code under `packages/core`.
reference-signal-forms
Explains the mental model and architecture of the code under `packages/forms/signals`.
angular-developer
Generates Angular code and provides architectural guidance.
angular-new-app
Creates a new Angular app using the Angular CLI.
swiftui-expert-skill
Used when writing, reviewing, or refactoring SwiftUI code for iOS or macOS, including state and `@Observable` data...
update-swiftui-apis
Scan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements.
swift-concurrency
Diagnose Swift Concurrency issues, refactor callback-based code to async/await, and guide Swift 6 migration when...
diagnostics-report-analyzer-skill
Used to analyze AvdLee Diagnostics HTML reports for customer support and debugging.
spm-build-analysis
Used to analyze Swift Package Manager dependencies, package plugins, module variants, and CI-oriented build overhead...
xcode-build-benchmark
Benchmark Xcode clean and incremental builds with repeatable inputs, timing summaries, and timestamped...
xcode-build-fixer
Apply approved Xcode build optimization changes following best practices, then re-benchmark to verify improvement.
xcode-build-orchestrator
Orchestrate Xcode build optimization by benchmarking first, running the specialist analysis skills, prioritizing...
xcode-compilation-analyzer
Used to analyze Swift and mixed-language compile hotspots using build timing summaries and Swift frontend diagnostics,...
xcode-project-analyzer
Audit Xcode project configuration, build settings, scheme behavior, and script phases to find build-time improvements...
swift-testing-expert
Expert guidance for Swift Testing: test structure, #expect/#require macros, traits and tags, parameterized tests, test...
core-data-expert
Expert Core Data guidance (iOS/macOS): stack setup, fetch requests & NSFetchedResultsController, saving/merge...
understand
Used to analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and...
understand-chat
Used when you need to ask questions about a codebase or understand code using a knowledge graph
understand-dashboard
Launch the interactive web dashboard to visualize a codebase's knowledge graph
understand-diff
Used when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
understand-domain
Extract business domain knowledge from a codebase and generate an interactive domain flow graph.
understand-explain
Used when you need a deep-dive explanation of a specific file, function, or module in the codebase
understand-figma
Used to analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens,...
understand-knowledge
Used to analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity...
understand-onboard
Used when you need to generate an onboarding guide for new team members joining a project
browser-act
Browser automation CLI for AI agents.
amazon-asin-lookup-api-skill
This skill helps users extract structured product details from Amazon using a specific ASIN (Amazon Standard...
amazon-best-selling-products-finder-api-skill
This skill helps users extract structured best-selling product data from Amazon via the BrowserAct API.
amazon-buy-box-monitor-api-skill
This skill helps users extract basic product details other sellers prices and seller ratings from Amazon via ASIN...
amazon-competitor-analyzer
Scrapes Amazon product data from ASINs using browseract.com automation API and performs surgical competitive analysis.
amazon-listing-competitor-analysis-skill
This skill helps users analyze Amazon competitor listings by ASIN and produce structured competitive intelligence plus...
amazon-product-api-skill
This skill helps users extract structured product listings from Amazon, including titles, ASINs, prices, ratings, and...
amazon-product-search-api-skill
This skill is designed to help users automatically extract product data from Amazon search results.
amazon-reviews-api-skill
This skill helps users automatically extract Amazon product reviews via the Amazon Reviews API.
business-contact-social-links-skill
This skill helps users automatically extract official website and social media profiles.
github-project-contributor-finder-api-skill
This skill helps users extract GitHub repository project details and contributor contact information using keywords,...
google-maps-api-skill
This skill helps users automatically scrape business data from Google Maps using the BrowserAct Google Maps API.
google-maps-reviews-api-skill
This skill is designed to help users automatically extract reviews from Google Maps via the Google Maps Reviews API.
google-maps-search-api-skill
This skill is designed to help users automatically extract business data from Google Maps search results.
industry-key-contact-radar-api-skill
This skill helps users discover key contacts across industries, roles, and social platforms via the BrowserAct API.
google-image-api-skill
This skill helps users automatically extract structured image data from Google Images via BrowserAct API.
google-news-api-skill
This skill helps users automatically extract structured news data from Google News via BrowserAct API.
context-optimization
This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache...
evaluation
This skill should be used when building agent evaluation systems: deterministic checks, regression suites,...
digital-brain
This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship...
context-engineering-collection
A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and...
context-fundamentals
This skill should be used to explain or reason about the foundational concepts of context engineering: what context is,...
memory-systems
This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity...
context-compression
This skill should be used when long-running agent sessions need context compression, structured summarization,...
context-degradation
This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context...
multi-agent-patterns
This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm...
tool-design
This skill should be used for the tool-interface layer of an agent system specifically: writing tool descriptions...
hosted-agents
This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding...
tavily-best-practices
Used to build production-ready Tavily integrations with best practices baked in.
tavily-cli
Set up, authenticate, update, troubleshoot, or choose between Tavily CLI web commands.
tavily-crawl
Crawl websites and extract content from multiple pages via the Tavily CLI.
tavily-dynamic-search
Programmatic Tavily search with context isolation.
tavily-extract
Extract clean markdown or text content from specific URLs via the Tavily CLI.
tavily-map
Discover and list all URLs on a website without extracting content, via the Tavily CLI.
tavily-research
Conduct comprehensive AI-powered research with citations via the Tavily CLI.
tavily-search
Used to search the web with LLM-optimized results via the Tavily CLI.
agentmemory-agents
How agentmemory wires into host coding agents via the connect command.
agent-teams
Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and...
auto-setup
Auto-configure quality gates, hooks, and settings for a new project.
batch-orchestration
Decompose large-scale changes into independent units and spawn parallel agents in isolated worktrees.
bug-capture
Capture a user-reported defect as a durable GitHub issue written in the project's own domain language.
compact-guard
Smart context compaction with state preservation.
context-engineering
Master the four operations of context engineering — Write, Select, Compress, Isolate.
context-optimizer
Optimize token usage and context management.
cost-tracker
Track session costs, set budget alerts, and optimize token spend.
deslop
Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff.
file-watcher
Configure file watching hooks to auto-react to config changes, env file updates, and dependency modifications.
insights
Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics.
learn-rule
Capture a correction or lesson as a persistent learning rule with category, mistake, and correction.
handoff-protocols
Manages work transitions between team members or agents by creating structured handoff documents, summarizing project...
hypothesis-testing
Applies the scientific method to debugging by helping users form specific, testable hypotheses, design targeted...
design-first
Guides the creation of technical design documents before writing code, producing architecture diagrams, data models,...
testing-anti-patterns
Reviews test code to identify and fix common testing anti-patterns including flaky tests, over-mocking, brittle...
find-skills
Discovers, searches, and installs skills from multiple AI agent skill marketplaces (400K+ skills) using the SkillKit...
start-learning
One-time onboarding for the AI Engineering from Scratch curriculum (523 lessons, 20 phases).
check-understanding
Phase quiz for AI Engineering from Scratch.
claude-certification
AI-native tutor and onboarding workflow for the four independent Claude certification tracks in AI Engineering from...
super-save
Save important project knowledge to memory.
super-search
Used to search your coding memory.
supermemory
Supermemory is a state-of-the-art memory and context infrastructure for AI agents.
supermemory-cli
Use the Supermemory CLI to programmatically manage memories, documents, profiles, tags, connectors, keys, and teams...
svg-animations
Used to create beautiful, performant SVG animations and illustrations.
supermemory
Supermemory is a state-of-the-art memory and context infrastructure for AI agents.
datasette-plugin-writer
Guide for writing Datasette plugins.
csv-insights
Summarize a CSV, compute basic stats, and produce a markdown report + a plot image.
starlette
Used to build async web applications and APIs with Starlette 1.0, the lightweight ASGI framework for Python.
seo
Comprehensive SEO analysis for any website or business type.
seo-audit
Used to run a full-site SEO audit and return a scored, prioritized report.
seo-backlinks
Used to analyze a site's backlink profile, anchors, toxic signals, competitors, gaps, and disavow candidates.
seo-cluster
Cluster keywords by SERP overlap and design hub-and-spoke content architecture with internal links.
seo-competitor-pages
Used to generate SEO-optimized competitor comparison and alternatives pages.
seo-content
Evaluate page content for usefulness, E-E-A-T, readability, thinness, and AI citation readiness, plus last-mile draft...
seo-content-brief
Used to generate competitive SEO content briefs with per-section word counts, competitor scoring, keyword density...
seo-dataforseo
Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink...
seo-drift
SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time.
seo-ecommerce
Used to analyze ecommerce SEO across product pages, product schema, Shopping visibility, marketplace signals, and...
seo-flow
FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop.
seo-geo
Audit and improve content for AI Overviews and answer engines, including citability, entity clarity, crawler access,...
seo-google
Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data...
seo-hreflang
Hreflang and international SEO audit, validation, and generation.
seo-image-gen
AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography,...
seo-images
Image optimization analysis for SEO and performance.
seo-local
Audit local SEO, including Google Business Profile, NAP consistency, citations, reviews, local schema, location pages,...
seo-maps
Maps intelligence for local SEO: geo-grid rank tracking, GBP profile auditing via API, review intelligence across...
seo-page
Used to analyze one supplied URL across on-page, content, technical metadata, schema, images, and performance.
seo-plan
Strategic SEO planning for new or existing websites.
ce-brainstorm
Explore vague or ambitious ideas into a right-sized requirements-only unified plan.
ce-code-review
Used to review a named diff or PR for bugs, regressions, tests, and standards.
ce-commit
Used to create a git commit with a clear, value-communicating message.
ce-commit-push-pr
Commit, push, and open a PR.
ce-compound
Document a solved problem as a durable repo learning.
ce-compound-refresh
Refresh the repo's captured learnings against the current codebase.
ce-debug
Diagnosis loop for bugs and failing behavior.
ce-ideate
Used to generate and evaluate grounded ideas.
ce-product-pulse
Used to generate time-windowed product pulse reports from configured signals.
ce-resolve-pr-feedback
Judge PR feedback centrally, apply valid fixes, and complete review conversations with publication verified.
ce-riffrec-feedback-analysis
Used to analyze recorded product feedback into evidence for bugs and requirements.
ce-setup
Used to check Compound Engineering health and repo-local config, or scaffold a Compound Pack with `pack:<id>`.
ce-simplify-code
Simplify code for clarity, reuse, quality, and efficiency while preserving behavior, and prune tests and comments that...
ce-strategy
Used to create or update STRATEGY.md.
ce-test-browser
Used to run browser tests for pages affected by the current branch or PR.
ce-test-xcode
Used to test iOS apps in a simulator with XcodeBuildMCP.
ce-work
Execute a plan or concrete work prompt end-to-end.
ce-worktree
Set up isolated git worktrees — create a new branch for fresh work, or attach a worktree to an existing branch, PR, or...
lfg
Take a request all the way to done, hands-off, through the right Compound Engineering skills.
ce-doc-review
Used to review requirements, plans, or specs with role-specific lenses.
Damage Control
Install, configure, and manage the Claude Code Damage Control security hooks system.
bowser
Headless browser automation using Playwright CLI.
Create New Skills
Creates new Agent Skills for Claude Code following best practices and documentation.
create-worktree-skill
Used when the user explicitly asks for a SKILL to create a worktree.
codex-subagent
Launch OpenAI Codex CLI as a subagent (ChatGPT subscription auth, no API key).
git-worktree
Use git worktrees to run multiple coding agents in parallel on one repo without collisions.
goal-loop
Explain and write effective instructions for the `/goal` feature — the persistent self-checking agent loop (plan → act...
gpt-review
Launch a GPT 5.6 Sol Max subagent to do a deep, neutral senior-developer review of the current work and report its...
handoff
Compact the current conversation into a single, detailed handoff message — everything that happened, why it happened,...
launch-subagent
Read this BEFORE launching any subagent (Task tool, background agents, parallel agents, best-of-N, delegating work to...
browser-harness
Direct browser control via CDP.
deep-research
Used to run a deep, source-backed research query via DeepAPI (go to deepapi.co to get an API key) POST...
effective-agent-skills
How to write effective agent skills — what to do, what not to do, anatomy, progressive disclosure, design patterns,...
global-agent-guardrails
One shared denylist of catastrophic shell commands (rm -rf on / or ~, dd/mkfs, sudo rm, fork bombs, curl|sh, git push...
distribute-skill-to-all-agents
Distribute global skills across Codex, Claude Code, Pi, Hermes, and Cursor.
nagent
Launch a new bb worker thread with an explicit project, provider, model, reasoning effort, fast/default tier, worktree,...
adr-verbatim
Used to write a new ADR whose body is the user's exact words, nothing added.
article-prompts-to-skills
Convert an article, tutorial, or prompt pack into focused reusable AgentSkills, one independent capability per skill,...
audit-reference-originality
Audit a website or digital experience against its supplied source references for originality and plagiarism risk.
iterate-until-verified
Apply a prompt-agnostic execution and verification loop to any substantial task while preserving the original request.
optimize-web-animations
Profile, audit, and optimize frontend page performance with emphasis on animation work, memory-leak risks, long-session...
performance-profiling
Guide performance profiling for Apple platform apps with Instruments, Xcode diagnostics, and MetricKit.
design-first-ui-prompting
Used when you need design-first, spec-driven, skimmable prompts for UI generation.
build-awwwards-quality-sites
Art-direct and implement distinctive, motion-rich marketing, editorial, portfolio, and landing websites with original...
animation-systems
Used when designing or implementing product-grade web motion like Stripe, Linear, Apple, and Vercel.
landing-page
Used when designing or rewriting a high-converting landing page (single-offer page) for SaaS/apps/services.
threejs
Used when building or debugging interactive 3D scenes on the web with Three.js (scene/camera/renderer,...
animation-on-scroll
Used to create an on-scroll animation trigger using IntersectionObserver with Tailwind-friendly animation classes and...
beautiful-shadows
Apply exact Tailwind arbitrary shadow utilities for polished, layered neutral elevation.
codex-hygiene
Audit Codex Desktop context and tool surfaces with compact read-only telemetry.
codex-display-manager
Used to manage macOS displays for Codex-driven app windows: identify the display where the user is working, preflight...
goal-cost
Plan and run a Codex goal within a percentage limit measured against shared weekly usage.
knowledge-agent
Used to build and query AI-powered knowledge bases from claude-mem observations.
make-plan
Used to create a detailed, phased implementation plan with documentation discovery.
mem-search
Used to search claude-mem's persistent cross-session memory database.
pathfinder
Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified...
do
Execute a phased implementation plan using subagents.
how-it-works
Explain how claude-mem captures observations, when memory injection kicks in, and where data lives.
learn-codebase
Prime a codebase by reading every source file in full.
smart-explore
Token-optimized structural code search using tree-sitter AST parsing.
timeline-report
Used to generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from...
crabspace
Join and interact with CrabSpace - the MySpace-style social network for AI agents.
babysit
Watch a pull request or review cycle until it is ready to merge.
cloud-sync
Set up or check claude-mem cloud sync with cmem.ai Pro.
frontend-textbooks
Used to create designed US Letter HTML textbooks, manuals, field guides, business books, and coffee-table books from...
angular-architect
Generates Angular 17+ standalone components, configures advanced routing with lazy loading and guards, implements NgRx...
api-designer
Used when designing REST or GraphQL APIs, creating OpenAPI specifications, or planning API architecture.
architecture-designer
Used when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
atlassian-mcp
Integrates with Atlassian products to manage project tracking and documentation via MCP protocol.
chaos-engineer
Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed...
cli-developer
Used when building CLI tools, implementing argument parsing, or adding interactive prompts.
cloud-architect
Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces...
code-documenter
Generates, formats, and validates technical documentation — including docstrings, OpenAPI/Swagger specs, JSDoc...
code-reviewer
Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure...
cpp-pro
Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and...
csharp-developer
Used when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps.
database-optimizer
Optimizes database queries and improves performance across PostgreSQL and MySQL systems.
debugging-wizard
Parses error messages, traces execution flow through stack traces, correlates log entries to identify failure points,...
devops-engineer
Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi...
django-expert
Used when building Django web applications or REST APIs with Django REST Framework.
dotnet-core-expert
Used when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices.
embedded-systems
Used when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption.
fastapi-expert
Used when building high-performance async Python APIs with FastAPI and Pydantic V2.
feature-forge
Conducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional...
fine-tuning-expert
Used when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks.
flutter-expert
Used when building cross-platform applications with Flutter 3+ and Dart.
fullstack-guardian
Builds security-focused full-stack web applications by implementing integrated frontend and backend components with...
game-developer
Used when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
golang-pro
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST,...
graphql-architect
Used when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions.
java-architect
Used when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or...
javascript-pro
Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems,...
kotlin-specialist
Provides idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform...
kubernetes-specialist
Used when deploying or managing Kubernetes workloads.
laravel-specialist
Used to build and configure Laravel 10+ applications, including creating Eloquent models and relationships,...
legacy-modernizer
Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration...
mcp-developer
Used when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data...
microservices-architect
Designs distributed system architectures, decomposes monoliths into bounded-context services, recommends communication...
ml-pipeline
Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or...
monitoring-expert
Configures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines...
nestjs-expert
Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade...
nextjs-developer
Used when building Next.js 14+ applications with App Router, server components, or server actions.
pandas-pro
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
php-pro
Used when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks.
playwright-expert
Used when writing E2E tests with Playwright, setting up test infrastructure, or debugging flaky browser tests.
postgres-pro
Used when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features.
prompt-engineer
Writes, refactors, and evaluates prompts for LLMs — generating optimized prompt templates, structured output schemas,...
python-pro
Used when building Python 3.11+ applications requiring type safety, async programming, or robust error handling.
rag-architect
Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector...
rails-expert
Rails 7+ specialist that optimizes Active Record queries with includes/eager_load, implements Turbo Frames and Turbo...
react-expert
Used when building React 18+ applications in .jsx or .tsx files, Next.js App Router projects, or create-react-app...
react-native-expert
Builds, optimizes, and debugs cross-platform mobile applications with React Native and Expo.
rust-engineer
Writes, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions.
salesforce-developer
Writes and debugs Apex code, builds Lightning Web Components, optimizes SOQL queries, implements triggers, batch jobs,...
secure-code-guardian
Used when implementing authentication/authorization, securing user input, or preventing OWASP Top 10 vulnerabilities —...
security-reviewer
Identifies security vulnerabilities, generates structured audit reports with severity ratings, and provides actionable...
shopify-expert
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml,...
django-storages-s3
Used when configuring Django to store static and media files on AWS S3 with django-storages.
rag-architect
Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector...
terraform-engineer
Used when implementing infrastructure as code with Terraform across AWS, Azure, or GCP.
vue-expert-js
Creates Vue 3 components, builds vanilla JS composables, configures Vite projects, and sets up routing and state...
spark-engineer
Used when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark...
spec-miner
Reverse-engineering specialist that extracts specifications from existing codebases.
spring-boot-engineer
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows,...
sql-pro
Optimizes SQL queries, designs database schemas, and troubleshoots performance issues.
sre-engineer
Defines service level objectives, creates error budget policies, designs incident response procedures, develops...
swift-expert
Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented...
terraform-engineer
Used when implementing infrastructure as code with Terraform across AWS, Azure, or GCP.
test-master
Generates test files, creates mocking strategies, analyzes code coverage, designs test architectures, and produces test...
the-fool
Used when challenging ideas, plans, decisions, or proposals using structured critical reasoning.
typescript-pro
Implements advanced TypeScript type systems, creates custom type guards, utility types, and branded types, and...
vue-expert
Builds Vue 3 components with Composition API patterns, configures Nuxt 3 SSR/SSG projects, sets up Pinia stores,...
vue-expert-js
Creates Vue 3 components, builds vanilla JS composables, configures Vite projects, and sets up routing and state...
websocket-engineer
Used when building real-time communication systems with WebSockets or Socket.IO.
wordpress-pro
Develops custom WordPress themes and plugins, creates and registers Gutenberg blocks and block patterns, configures...
body-composition
Used when assessing body fat percentage from skinfold measurements, calculating body density, or interpreting body...
meal-planner
Used when planning macronutrient targets, calculating daily calorie ranges, or building meal plans based on body type,...
rep-max
Used when estimating one-rep max (1RM), converting between weight and rep ranges, or calculating training loads from a...
architect
Used when organizing raw material into a coherent structure, defining the throughline of a piece, building an outline,...
carpenter
Used when writing prose from a structured outline, building draft content section by section, or constructing clear...
content-strategist
Used when planning a multi-article content strategy from a research corpus, creating domain maps for content topology,...
judge
Used when editing a draft, checking for AI voice patterns, reviewing prose quality, running readability analysis,...
knowledge-harvester
Used when capturing research artifacts to a vault or knowledge base, formatting source citations, saving synthesized...
madman
Used when brainstorming ideas, generating raw material, or starting the creative phase of a writing project.
quality-rubric
Used when scoring finished content against quality dimensions, evaluating whether a piece meets publishable standards,...
research-intake
Used when ingesting source material for a writing project, building a knowledge map from notes and documents,...
seo-writer
Used when writing content targeting search visibility, optimizing articles for keywords and featured snippets, planning...
whirlybird
Used when creating nonlinear outlines, generating mindmap diagrams for article structure, mapping a knowledge domain...
acquisition-channel-advisor
Evaluate acquisition channels using unit economics, customer quality, and scalability.
ai-shaped-readiness-advisor
Assess whether your product work is AI-first or AI-shaped.
altitude-horizon-framework
Understand the PM-to-Director transition through altitude and horizon thinking.
business-health-diagnostic
Diagnose SaaS business health across growth, retention, efficiency, and capital.
company-research
Used to create a company research brief with executive quotes, product strategy, and org context.
context-engineering-advisor
Diagnose context stuffing vs.
customer-journey-map
Used to create a customer journey map across stages, touchpoints, actions, emotions, and metrics.
customer-journey-mapping-workshop
Used to run a customer journey mapping workshop with adaptive questions and outputs.
director-readiness-advisor
Guide the PM-to-Director transition across preparing, interviewing, landing, and recalibrating.
discovery-interview-prep
Plan customer discovery interviews with the right goal, segment, constraints, and method.
discovery-process
Used to run a full discovery cycle from problem hypothesis to validated solution.
eol-message
Used to write a right-sized EOL announcement — brief notice through full phased comms — with rationale, customer...
epic-breakdown-advisor
Break down epics into user stories with Humanizing Work split patterns.
epic-hypothesis
Frame an epic as a testable hypothesis with target user, expected outcome, and validation method.
executive-onboarding-playbook
Plan a VP or CPO 30-60-90 day diagnostic onboarding path.
feature-investment-advisor
Evaluate feature investments using revenue impact, cost structure, ROI, and strategy.
finance-based-pricing-advisor
Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback.
finance-metrics-quickref
Look up SaaS finance metrics, formulas, and benchmarks fast.
jobs-to-be-done
Uncover customer jobs, pains, and gains in a structured JTBD format.
lean-ux-canvas
Guide teams through Lean UX Canvas v2.
opportunity-solution-tree
Used to build an Opportunity Solution Tree from outcomes to opportunities, solutions, and tests.
pestel-analysis
Used to analyze political, economic, social, technological, environmental, and legal forces.
pol-probe
Define a Proof of Life probe to test a risky hypothesis cheaply.
pol-probe-advisor
Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources.
positioning-statement
Used to create a Geoffrey Moore-style positioning statement.
positioning-workshop
Used to run a positioning workshop that surfaces target customer, unmet need, category, benefits, and differentiation.
prd-development
Used to build a structured PRD that connects problem, users, solution, and success criteria.
press-release
Used to write an Amazon-style press release that defines customer value before building.
prioritization-advisor
Choose a prioritization framework based on stage, team context, and stakeholder needs.
problem-framing-canvas
Guide teams through MITRE's Problem Framing Canvas.
problem-statement
Used to write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and...
product-sense-interview-answer
Structure a spoken PM product-sense answer with assumptions, segmentation, pain-point prioritization, and MVP tradeoffs.
product-strategy-session
Used to run an end-to-end product strategy session across positioning, discovery, and roadmap planning.
proto-persona
Used to create a proto-persona from current research, market signals, and team knowledge.
recommendation-canvas
Evaluate an AI product idea across outcomes, hypotheses, risks, and positioning.
roadmap-planning
Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing.
saas-economics-efficiency-metrics
Evaluate SaaS unit economics and capital efficiency.
saas-revenue-growth-metrics
Calculate SaaS revenue, retention, and growth metrics.
skill-authoring-workflow
Turn raw PM content into a compliant, publish-ready skill.
storyboard
Used to create a six-frame storyboard that shows a user's journey from problem to solution.
tam-sam-som-calculator
Calculate TAM, SAM, and SOM with explicit assumptions, methods, and caveats.
user-story
Used to create user stories with Mike Cohn format and Gherkin acceptance criteria.
user-story-mapping
Used to create a user story map that lays out activities, steps, tasks, and release slices.
user-story-mapping-workshop
Used to run a user story mapping workshop with adaptive questions and a structured map output.
user-story-splitting
Break a large story or epic into smaller deliverable stories using proven split patterns.
vp-cpo-readiness-advisor
Guide the transition to VP or CPO across preparing, interviewing, landing, and recalibrating.
workshop-facilitation
Facilitate workshop sessions in a one-step, multi-turn flow.
discord-server
Used to manage a Discord server via CLI commands.
ios-simulator-skill
Build, test, and drive iOS apps in the Simulator with 29 token-efficient scripts.
crash-debugging
Crash log analysis, symbolication, and debugging workflows for iOS apps.
ios-testing-patterns
XCTest and XCUITest execution workflows and flaky test detection patterns
performance-profiling
Instruments integration and performance analysis workflows for iOS apps.
simulator-workflows
iOS Simulator device and app management with simctl.
state-management
Cache management, configuration best practices, and progressive disclosure patterns for efficient context window usage.
ui-automation-workflows
Accessibility-first UI automation using IDB.
xcode-workflows
Xcode build system guidance for xcodebuild operations.
asd-ste100
Used when English text must be parsed without a human to resolve ambiguity — tool descriptions, error messages,...
fire-planner
A FIRE (Financial Independence, Retire Early) planning knowledge base with calculation frameworks, stress testing, and...
iso-24495
Used when text must be easy for its intended reader to find, understand, and act on — reports, emails, documentation,...
memory-engineering
Used when an agent's memory needs to be built, audited, or maintained — the user asks to set up a memory system,...
pii-safe-documents
Processes sensitive local documents through PII Guard and a local Ollama model into a reversible redacted copy without...
alt-text
Used to write concise alt text for a local image file.
done
When we finish a feature.
free-disk-space
Reclaim disk space on macOS by auditing and clearing build artifacts, package-manager caches, stale git worktrees, and...
simplify
Use this skill automatically when you feel your code is ready for human review, and whenever writing or reviewing code...
taste-review
Ask Claude Code to make a taste-driven call on something ambiguous — UI polish, prose phrasing, naming, formatting.
transcribe
Used to create clean, subtitle-ready `.srt` subtitles for a local audio or video file using Whisper CLI.
human-review
Open an HTML file, Markdown file, or localhost page in the browser so the user can edit text directly and leave...
no-ai-slop
Used to edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop...
patent-audit
Audit a draft U.S.
patent-examine
Iteratively examine and revise a draft U.S.
patent-workaround
Adversarially pressure-test a draft or pending U.S.
implementing-agent-modes
Guidelines to create/update a new mode for PostHog AI agent.
adding-personhog-rpc
Guide for adding a new RPC to personhog-replica and personhog-router.
adopting-generated-api-types
Used when migrating frontend code from manual API client calls (`api.get`, `api.create`, `api.surveys.get`,...
analyzing-experiment-session-replays
Used to analyze session replay patterns across experiment variants to understand user behavior differences.
auditing-experiments-flags
Audit PostHog experiments and feature flags for configuration issues, staleness, and best-practice violations.
authoring-log-alerts
Author useful, low-noise log alerts on services in a PostHog project.
check-posthog-loading
Inspect how the PostHog JavaScript SDK is loaded across a list of URLs.
cleaning-up-stale-feature-flags
Identify stale feature flags in a PostHog project and clean up the code that checks them.
clickhouse-migrations
ClickHouse migration patterns and rules.
configuring-experiment-analytics
Configures the analytics side of a PostHog experiment — exposure criteria (server-resolved default exposure event vs...
react-doctor
Diagnose and fix React codebase health issues.
calypso-react-query-migration
Used when editing or migrating Calypso Reader data-fetching code — `client/components/data/query-reader-*` components,...
dashboard-create-screen
Used to create a new screen in the Multi-site Dashboard with automatic route registration
fix-e2e-tests
Given a wp-calypso PR number, identify the failing E2E test(s) in that PR's CI run so they can be fixed.
help-center-ui-test
Used to run a browser-based UI review of the WordPress.com Help Center across multiple surfaces, looking for visual and...
reader-protocol-pr-review
Used when reviewing PRs that touch the Reader's multi-protocol social surfaces (`client/reader/social/`,...
code-style
PHP coding standards and WordPress patterns for ActivityPub plugin.
dev
Development workflows for WordPress ActivityPub plugin including wp-env setup, testing commands, linting, and build...
federation
ActivityPub protocol specification and federation concepts.
gitattributes
Used when auditing or updating .gitattributes export-ignore coverage so dev-only files (lint configs, CI, tests, docs,...
integrations
Third-party WordPress plugin integration patterns.
arxiv-search
Searches arXiv for preprints and academic papers, retrieves abstracts, and filters by topic.
blog-post
Writes and structures long-form blog posts, creates tutorial outlines, and optimizes content for SEO with cover image...
code-review
Perform a structured code review of changes, checking for correctness, style, tests, and potential issues.
coding-prefs
Read the user's coding preferences from /memory/coding-prefs.md before making non-trivial style decisions, and append...
competitor-analysis
Used to analyze competitors in a given market segment.
cudf-analytics
Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF.
cuml-machine-learning
Use for GPU-accelerated machine learning on tabular data using NVIDIA cuML.
data-visualization
Use for creating publication-quality charts and multi-panel analysis summaries.
gpu-document-processing
Used when processing large PDFs, document collections, or bulk text extraction tasks that benefit from GPU-accelerated...
langgraph-docs
Fetches and references LangGraph Python documentation to build stateful agents, create multi-agent workflows, and...
review
Used to review a ClickHouse Pull Request for correctness, safety, performance, and compliance.
alloc-profile
Used to analyze a jemalloc (or other) allocation profile in collapsed stack format.
bisect
Bisect a ClickHouse regression using pre-built master binaries from CI.
clickhouse-pr-description
Used to generate PR descriptions for ClickHouse/ClickHouse that match maintainer expectations.
close-flaky-issues
Audit open "flaky test" GitHub issues and close those whose tests are no longer failing on master.
continue-pr
Continue work on an existing PR - resolve conflicts, fix CI failures, address reviewer feedback, and push updates.
cpu-profile
Profile a ClickHouse query using the sampling query profiler and system.trace_log.
create-worktree
Used to create a ClickHouse git worktree with submodules hardlinked from the main repo.
edit-changelog
Used to edit an auto-generated ClickHouse release changelog into the form that gets committed to CHANGELOG.md.
fix-sync
Used to fix the "CH Inc sync" job in a pull request.
zustand
Use for Zustand stores: state shapes and type sources, state-only stores with xActions classes, replica-backed...
add-provider-doc
Used to add documentation for a new AI provider — usage docs, env vars, Docker config, image resources.
add-setting-env
Used to add server-side environment variables that control default values for user settings.
data-fetching-architecture
LobeHub data-fetching pipeline guide.
debug-package
Use for debug() logging, lobe-* namespaces, DEBUG/localStorage.debug configuration and log formatting.
desktop
Electron desktop development guide — IPC handlers, controllers, preload scripts, window/menu management.
drizzle
Use for Drizzle schemas and queries: tables, indexes, relations, joins and inferred types.
hotkey
Use for keyboard shortcuts, registration, key combinations, scope, conflicts and shortcut tooltips.
i18n
Use for user-facing strings and react-i18next locale keys, namespaces, interpolation, translations or bun run i18n.
linear
Use for Linear issues, LOBE-xxx links, status updates, completion comments and sub-issue trees.
add-telemetry
Used to add telemetry events to track user behavior or system events in the Warp codebase.
seo-aeo-audit
Optimize for search engine visibility, ranking, and AI citations.
triage-issue
Triage a newly filed GitHub issue in this repository by analyzing the report, inspecting relevant code, estimating...
brandalf
Guides creation, revision, and review of Warp- or Oz-branded assets.
check-impl-against-spec
Compare a pull request's implementation against spec context in spec_context.md and feed any material mismatches into...
complain
Autonomously yeet a brief, anonymous, completely unstructured complaint into Slack whenever an agent feels frustrated...
council
Used to run a model-diverse subagent council to investigate the same problem from multiple perspectives, compare...
create-pr
Used to create a pull request in the warp repository for the current branch.
cross-critique
Used to run a second round on a contested question by circulating each subagent's independent proposal to the other...
diagnose-ci-failures
Diagnose CI failures for a PR using the GitHub CLI, extract error logs, and generate a plan to fix them.
add-feature-flag
Used to add a new feature flag to gate code changes in the Warp codebase.
agent-add-mcp
Used when helping users add MCP servers to their Warp configuration.
change-keybinding
Customize Warp keyboard shortcuts (keybindings, keymappings) by editing the user's keybindings.yaml file.
barcode-capture-android
Scandit Barcode Capture (`BarcodeCapture`) in native Android (Kotlin/Java) projects — the low-level, full-control...
barcode-capture-capacitor
Capacitor — Scandit Barcode Capture (`BarcodeCapture`) in Capacitor (Ionic) hybrid apps via the Scandit Capacitor...
barcode-capture-cordova
Cordova — Scandit Barcode Capture (`BarcodeCapture`) in Apache Cordova hybrid apps via the...
barcode-capture-flutter
Scandit Barcode Capture (`BarcodeCapture`) in Flutter (Dart) projects — the low-level, full-control single-barcode...
barcode-capture-ios
Scandit Barcode Capture (`BarcodeCapture`) in native iOS (Swift) projects — the low-level, full-control single-barcode...
barcode-capture-kmp
Scandit Barcode Capture (`BarcodeCapture`) in Kotlin Multiplatform (KMP) and Compose Multiplatform projects using...
barcode-capture-net-android
Scandit BarcodeCapture in .NET for Android projects (`net*-android` target framework, `Scandit.DataCapture.Barcode`...
barcode-capture-net-ios
Scandit BarcodeCapture in .NET for iOS projects (`net*-ios` target framework, `Scandit.DataCapture.Barcode` NuGet,...
barcode-capture-net-maui
Scandit BarcodeCapture in .NET MAUI projects (`<UseMaui>true</UseMaui>`, `Scandit.DataCapture.Barcode.Maui` NuGet) —...
barcode-capture-rn
Scandit Barcode Capture (`BarcodeCapture`) in React Native projects — the low-level, full-control single-barcode...
barcode-capture-web
Scandit Barcode Capture (`BarcodeCapture`) in web/browser (TypeScript/JavaScript) projects — the low-level,...
barcode-selection-kmp
Barcode Selection (BarcodeSelection) in Kotlin Multiplatform (KMP) projects — com.scandit.datacapture.kmp Maven...
data-capture-sdk
Used when a user mentions Scandit, data capture SDK, barcode scanning products, smart data capture, choosing a scanning...
id-bolt
Scandit ID Bolt in web projects (`@scandit/web-id-bolt`) — the hosted, drop-in identity-document scanning pop-up...
id-capture-android
Scandit ID Capture (`IdCapture`) in native Android (Kotlin or Java) projects — scanning passports, driver's licenses,...
id-capture-capacitor
Scandit ID Capture (`IdCapture`) in Capacitor projects — scanning passports, driver's licenses, ID cards, residence...
id-capture-cordova
Scandit ID Capture (`IdCapture`) in Cordova / PhoneGap projects (`scandit-cordova-datacapture-id`) — scanning...
id-capture-flutter
Scandit ID Capture (`IdCapture`) in Flutter projects — scanning passports, driver's licenses, ID cards, residence...
id-capture-ios
Scandit ID Capture (`IdCapture`) in native iOS Swift projects (UIKit or SwiftUI) — scanning passports, driver's...
id-capture-kmp
Scandit ID Capture (`IdCapture`) in Kotlin Multiplatform (KMP) / Compose Multiplatform projects...
id-capture-net-android
Scandit ID Capture (`IdCapture`) in .NET for Android projects (`net*-android` target framework,...
id-capture-net-ios
Scandit ID Capture (`IdCapture`) in .NET for iOS projects (`net*-ios` target framework, `Scandit.DataCapture.IdCapture`...
id-capture-net-maui
Scandit ID Capture (`IdCapture`) in .NET MAUI projects (`<UseMaui>true</UseMaui>`, `Scandit.DataCapture.IdCapture`...
id-capture-rn
Scandit ID Capture (`IdCapture`) in React Native projects — scanning passports, driver's licenses, ID cards, residence...
id-capture-web
Scandit ID Capture in web/browser projects (`@scandit/web-datacapture-id`) — scanning passports, driver's licenses, ID...
label-capture-android
Smart Label Capture (Scandit `LabelCapture`) in native Android projects — extracting multiple fields (price, expiry...
label-capture-capacitor
Smart Label Capture (Scandit `LabelCapture`) in Capacitor projects — extracting multiple fields (price, expiry date,...
label-capture-cordova
Smart Label Capture (Scandit `LabelCapture`) in Cordova / PhoneGap projects — extracting multiple fields (price, expiry...
label-capture-flutter
Smart Label Capture (Scandit `LabelCapture`) in Flutter projects — extracting multiple fields (price, expiry date,...
label-capture-ios
Smart Label Capture (Scandit `LabelCapture`) in native iOS projects — extracting multiple fields (price, expiry date,...
label-capture-kmp
Smart Label Capture (Scandit `LabelCapture`) in Kotlin Multiplatform (KMP) / Compose Multiplatform projects...
label-capture-net-android
Smart Label Capture (Scandit `LabelCapture`) in .NET for Android projects (`net*-android` target framework,...
label-capture-net-ios
Smart Label Capture (Scandit `LabelCapture`) in .NET for iOS projects (`net*-ios` target framework,...
label-capture-net-maui
Smart Label Capture (Scandit `LabelCapture`) in .NET MAUI projects (`<UseMaui>true</UseMaui>`,...
label-capture-rn
Smart Label Capture (Scandit `LabelCapture`) in React Native projects — extracting multiple fields (price, expiry date,...
label-capture-web
Smart Label Capture (Scandit `LabelCapture`) in web/browser (TypeScript/JavaScript) projects — extracting multiple...
matrixscan-ar-android
MatrixScan AR (Barcode AR, BarcodeAr) — scanning multiple barcodes at once with AR highlights and annotations over...
matrixscan-ar-annotation-ios
MatrixScan AR annotations in native iOS Swift projects (UIKit/SwiftUI — Swift only, not C#/.NET) — info annotations,...
matrixscan-ar-capacitor
Capacitor MatrixScan AR (Barcode AR, BarcodeAr) — scanning multiple barcodes at once with AR highlights and...
matrixscan-ar-cordova
Cordova MatrixScan AR (Barcode AR, BarcodeAr) via the scandit-cordova-datacapture-* plugins — scanning multiple...
matrixscan-ar-flutter
MatrixScan AR (Barcode AR, BarcodeAr) in Flutter projects (scandit_flutter_datacapture_barcode_ar) — scanning multiple...
matrixscan-ar-highlight-ios
MatrixScan AR highlights in iOS projects (Swift, UIKit/SwiftUI) — the shapes drawn over tracked barcodes.
matrixscan-ar-ios
MatrixScan AR scanning pipeline in iOS projects (Swift, UIKit/SwiftUI) — BarcodeAr mode and settings, BarcodeArView,...
matrixscan-ar-kmp
MatrixScan AR (Barcode AR, BarcodeAr, Scandit KMP) in Kotlin Multiplatform (KMP) projects...
matrixscan-ar-net-android
MatrixScan AR (Barcode AR, BarcodeAr) in .NET for Android projects (`net*-android` TFM, `Scandit.DataCapture.Barcode`...
matrixscan-ar-net-ios
MatrixScan AR (Barcode AR, BarcodeAr) in .NET for iOS projects (`net*-ios` TFM, `Scandit.DataCapture.Barcode` NuGet,...
matrixscan-ar-net-maui
MatrixScan AR (Barcode AR, BarcodeAr) in .NET MAUI projects (`Scandit.DataCapture.Barcode.Maui` NuGet, XAML...
matrixscan-ar-rn
MatrixScan AR (Barcode AR, BarcodeAr) in React Native projects — scanning multiple barcodes at once with AR overlays,...
matrixscan-ar-web
MatrixScan AR (Barcode AR, BarcodeAr) in web/browser (TypeScript/JavaScript) projects...
matrixscan-batch-android
MatrixScan Batch (MatrixScan, BarcodeBatch, legacy BarcodeTracking) — tracking and scanning multiple barcodes at once...
matrixscan-batch-capacitor
Capacitor MatrixScan Batch (scandit-capacitor-datacapture-barcode) — MatrixScan, BarcodeBatch, legacy BarcodeTracking —...
matrixscan-batch-cordova
Cordova MatrixScan Batch (scandit-cordova-datacapture-* plugins) — MatrixScan, BarcodeBatch, legacy BarcodeTracking —...
matrixscan-batch-flutter
MatrixScan Batch (MatrixScan, BarcodeBatch, legacy BarcodeTracking) in Flutter projects...
matrixscan-batch-ios
MatrixScan Batch (MatrixScan, BarcodeBatch, legacy BarcodeTracking) — tracking and scanning multiple barcodes at once...
matrixscan-batch-kmp
MatrixScan Batch (MatrixScan, BarcodeBatch, Scandit KMP) in Kotlin Multiplatform (KMP) projects...
matrixscan-batch-net-android
MatrixScan Batch (MatrixScan, BarcodeBatch, legacy BarcodeTracking) in .NET for Android projects (`net*-android` TFM,...
matrixscan-batch-net-ios
MatrixScan Batch (MatrixScan, BarcodeBatch, legacy BarcodeTracking) in .NET for iOS projects (`net*-ios` TFM,...
matrixscan-batch-net-maui
MatrixScan Batch (MatrixScan, BarcodeBatch, legacy BarcodeTracking) in .NET MAUI projects...
matrixscan-batch-rn
MatrixScan Batch (MatrixScan, BarcodeBatch, legacy BarcodeTracking) in React Native projects — tracking and scanning...
matrixscan-batch-web
MatrixScan Batch (MatrixScan, BarcodeBatch, legacy BarcodeTracking) in web/browser (TypeScript/JavaScript) projects...
matrixscan-count-android
MatrixScan Count (BarcodeCount) in native Android projects (Kotlin/Java, `com.scandit.datacapture:barcode`) — counting...
matrixscan-count-capacitor
Capacitor MatrixScan Count (BarcodeCount) — plugin scandit-capacitor-datacapture-barcode.
matrixscan-count-cordova
Cordova MatrixScan Count (BarcodeCount) — plugin scandit-cordova-datacapture-barcode.
matrixscan-count-flutter
MatrixScan Count (BarcodeCount) in Flutter projects — scandit_flutter_datacapture_barcode_count package.
matrixscan-count-ios
MatrixScan Count (BarcodeCount) in native iOS projects (Swift/Objective-C, ScanditBarcodeCapture) — counting and...
matrixscan-count-kmp
MatrixScan Count (BarcodeCount) in Kotlin Multiplatform (KMP) projects — com.scandit.datacapture.kmp:* Maven artifacts...
matrixscan-count-net-android
MatrixScan Count (BarcodeCount) in .NET for Android projects (net*-android, Scandit.DataCapture.Barcode NuGet,...
matrixscan-count-net-ios
MatrixScan Count (BarcodeCount) in .NET for iOS projects (net*-ios, Scandit.DataCapture.Barcode NuGet, non-MAUI) —...
matrixscan-count-net-maui
MatrixScan Count (BarcodeCount) in .NET MAUI projects (<UseMaui>true</UseMaui>, Scandit.DataCapture.Barcode.Maui NuGet)...
matrixscan-count-rn
MatrixScan Count (BarcodeCount) in React Native projects — scandit-react-native-datacapture-barcode package.
matrixscan-find-kmp
MatrixScan Find (BarcodeFind) in Kotlin Multiplatform (KMP) projects — com.scandit.datacapture.kmp Maven artifacts,...
matrixscan-pick-ios
MatrixScan Pick (BarcodePick) in native iOS projects (Swift, ScanditBarcodeCapture) — pick/put verification workflows...
matrixscan-pick-kmp
MatrixScan Pick (BarcodePick) in Kotlin Multiplatform (KMP) projects — com.scandit.datacapture.kmp Maven artifacts,...
parser-kmp
Scandit Parser in Kotlin Multiplatform (KMP) projects — com.scandit.datacapture.kmp:parser artifact,...
scandit-xamarin-to-net-migration
Migrate the Scandit Data Capture SDK integration after a Xamarin app is already on the .NET stack (.NET for Android,...
sparkscan-android
SparkScan single-barcode scanning with the pre-built scanning UI in native Android (Kotlin/Java) projects.
sparkscan-capacitor
Capacitor — SparkScan single-barcode scanning with the pre-built scanning UI in Capacitor (Ionic) hybrid mobile apps...
sparkscan-cordova
Cordova — SparkScan single-barcode scanning with the pre-built scanning UI in Apache Cordova hybrid apps via the...
sparkscan-flutter
SparkScan single-barcode scanning with the pre-built scanning UI (`SparkScanView` widget) in Flutter (Dart) projects.
sparkscan-ios
SparkScan single-barcode scanning with the pre-built scanning UI in native iOS (Swift) projects.
sparkscan-kmp
SparkScan single-barcode scanning with the pre-built scanning UI in Kotlin Multiplatform (KMP) and Compose...
sparkscan-net-android
SparkScan single-barcode scanning with the pre-built `SparkScanView` UI in .NET for Android projects (`net*-android`...
sparkscan-net-ios
SparkScan single-barcode scanning with the pre-built `SparkScanView` UI in .NET for iOS projects (`net*-ios` target...
sparkscan-net-maui
SparkScan single-barcode scanning with the pre-built `SparkScanView` UI in .NET MAUI projects...
sparkscan-rn
SparkScan single-barcode scanning with the pre-built scanning UI (`SparkScanView` component) in React Native projects.
sparkscan-web
SparkScan single-barcode scanning with the pre-built scanning UI (floating trigger button, `<spark-scan-view>`) in...
twilio-sendgrid-account-setup
Set up a SendGrid account for email delivery.
twilio-sendgrid-deliverability-advisor
Diagnostic and advisory skill for email deliverability problems.
twilio-sendgrid-email-send
Send transactional and bulk email via the SendGrid v3 Mail Send API.
twilio-sendgrid-email-settings
Configure SendGrid dynamic templates (Handlebars), tracking settings (opens, clicks, subscriptions), link branding for...
twilio-sendgrid-engagement-quality
Used to monitor email program health with SendGrid Engagement Quality (SEQ) scores.
twilio-sendgrid-inbound-parse
Receive inbound email via SendGrid Inbound Parse webhook.
twilio-sendgrid-suppressions
Used to manage SendGrid email suppressions: bounces, blocks, spam reports, invalid emails, global unsubscribes, and ASM...
twilio-sendgrid-webhooks
Track email delivery and engagement via SendGrid Event Webhooks.
twilio-account-setup
Used to create and configure a Twilio account from scratch.
twilio-agent-augmentation-architect
Planning skill for augmenting human agents with real-time AI intelligence.
twilio-ai-agent-architect
Planning skill for AI-powered conversational agents.
twilio-call-recordings
Record Twilio voice calls correctly.
twilio-cli-reference
Twilio CLI reference for managing Twilio resources from the terminal.
twilio-compliance-onboarding
Registrations required BEFORE Twilio traffic works.
twilio-compliance-traffic
Rules you must follow for Twilio messaging and voice traffic.
twilio-conference-calls
Used to build multi-party calls using Twilio Conference.
twilio-content-template-builder
Create, manage, and send message templates using Twilio's Content API.
twilio-conversation-intelligence
Twilio Conversation Intelligence development guide.
twilio-conversation-memory
Store and retrieve conversation context using Twilio Conversation Memory.
twilio-conversation-orchestrator
Configure automatic conversation capture and routing with Twilio Conversation Orchestrator.
twilio-conversations-classic-api
Used to build multi-channel messaging experiences using Twilio Conversations (classic) API.
twilio-customer-support-architect
Planning skill for building customer service and support systems.
twilio-debugging-observability
Used to debug Twilio integrations and set up production observability.
twilio-email-deliverability-advisor
Deliverability advisor for the Twilio Email API specifically.
twilio-email-send
Used when the caller has Twilio credentials (Account SID + Auth Token or API Key SID + Secret) and needs to send email...
twilio-enterprise-knowledge
Used to add knowledge retrieval (RAG) to AI agents using Twilio Enterprise Knowledge.
twilio-iam-auth-setup
Set up and manage Twilio authentication credentials: Auth Tokens, API keys (Standard, Main, Restricted), Access Tokens...
twilio-identity-verification-advisor
Planning skill for identity verification and fraud prevention.
twilio-lookup-phone-intelligence
Look up phone number intelligence via Twilio Lookup v2 API.
twilio-marketing-promotions-advisor
Planning skill for marketing and promotional messaging.
twilio-messaging-channel-advisor
Planning skill that helps the developer pick the right Twilio messaging channel — SMS, MMS, RCS, or WhatsApp — for a...
twilio-messaging-overview
Twilio Messaging channel overview and onboarding guide.
twilio-messaging-services
Used to create and configure Twilio Messaging Services for production messaging.
twilio-messaging-webhooks
Receive and respond to inbound messages and track outbound delivery status via Twilio webhooks — across SMS, MMS,...
twilio-migrate-messaging-to-verify
Migrate an existing OTP / one-time-passcode flow from the Twilio Programmable Messaging API (self-built: generate code...
twilio-notifications-alerts-advisor
Planning skill for transactional notifications, alerts, and reminders.
twilio-numbers-senders
Choose the right Twilio number type and sender BEFORE building.
twilio-organizations-setup
Set up and manage Twilio Organizations for centralized account and user governance.
twilio-rcs-messaging
Send RCS Business Messages via Twilio.
twilio-regulatory-compliance-bundles
Used to manage regulatory compliance for international phone numbers.
twilio-reliability-patterns
Handle rate limits, retries, and failures when building on Twilio at scale.
twilio-security-api-auth
Choose the right Twilio authentication method and implement it correctly.
twilio-security-compliance-hipaa
Configure Twilio accounts for HIPAA compliance.
twilio-security-hardening
Secure Twilio applications against common attacks.
twilio-send-message
Send messages via Twilio's Programmable Messaging API across all channels — SMS, MMS, RCS, and WhatsApp.
twilio-isv-sms-best-practices
Best practices for ISVs (Independent Software Vendors) building SMS features into multi-tenant SaaS platforms using...
twilio-sms-send-message
SMS and MMS deep-dive reference.
twilio-studio-flows
Used to build and deploy Twilio Studio flows — visual IVR, SMS/WhatsApp, and conversation automation — by authoring the...
twilio-taskrouter-routing
Route tasks to agents using Twilio TaskRouter.
twilio-verify-send-otp
Send and verify one-time passcodes (OTPs) via Twilio Verify over SMS (auto-upgraded to RCS where supported), voice,...
twilio-voice-conversation-relay
Used to build AI-powered voice agents using Twilio ConversationRelay.
twilio-voice-outbound-calls
Make outbound phone calls via Twilio's Programmable Voice REST API.
twilio-voice-twiml
Used to build voice call logic using TwiML (Twilio Markup Language).
twilio-webhook-architecture
Design, secure, and operate Twilio webhook endpoints.
twilio-whatsapp-manage-senders
Create, configure, and manage WhatsApp Business senders via Twilio's Channels Senders API.
twilio-whatsapp-send-message
WhatsApp messaging deep-dive reference.
2d-pixel-perfect
Sets up, diagnoses, and fixes pixel perfect 2D rendering with PixelPerfectCamera in URP or Built-in.
audio-setup-mixers
Routes Audio Sources into existing Audio Mixer Groups, classifying each source by what it plays.
build-live-game
Builds and operates live games with Unity Services.
generate-editor-search-query
Generates Unity Search queries and opens the Search window to find assets or scene objects.
implement-in-app-purchases
Implements, configures, and debugs Unity In-App Purchases, including subscriptions, receipt validation, and...
initialize-ai-navigation
Sets up and configures Unity AI Navigation, including NavMesh surfaces, agents, obstacles, and links.
levelplay-unity-integration
Integrates the LevelPlay ad mediation SDK via the Ads Mediation package.
localization
Sets up and configures Unity Localization, including locales, String and Asset Tables, and CJK fonts.
manage-sprite-atlas
Manages SpriteAtlas assets through a prebuild pipeline, covering master and variant atlases, packing settings, and...
migrate-birp-to-urp
Plans, executes, and troubleshoots migration from the Built-in Render Pipeline to URP.
new-unity-project
Guides creating a new Unity project, gathering concept, platforms, and monetization before setting up the project,...
optimize-audio
Optimizes audio memory, CPU cost, and playback quality through import settings and mixer configuration.
optimize-text-mesh-pro
Optimizes TextMeshPro rendering, memory, and font setup, including font asset stacks, fallback atlases, SDF quality,...
optimize-web
Optimizes Unity WebGL and WebGPU builds for smaller downloads and faster load.
physics-3d-collision
Diagnoses 3D PhysX collision and trigger problems.
setup-multiplayer-services
Guides real-time online multiplayer with Unity Multiplayer Services.
setup-vivox-voice-chat
Adds and configures in-game voice and text chat with Unity Vivox.
shader-graph-create-custom-node
Generates custom Shader Graph nodes from HLSL code.
sprite-editor
Edits Unity sprite rectangles, borders, pivots, outlines, and slicing by generating C# scripts.
sprite-segment-3x3grid
Segments a Sprite texture into a 3x3 grid and outputs a pattern of cells matching the center cell's color.
tilemap-palette-create
Creates a Tile Palette asset.
tilemap-ruletile-createempty
Creates an empty RuleTile asset without Sprite or Spritesheet inputs.
ui
Routes Unity UI requests to the right framework skill (UI Toolkit, uGUI, or IMGUI) and answers UI comparison questions.
ui-imgui
Generates and modifies Unity IMGUI editor code such as EditorWindows, custom Inspectors, PropertyDrawers, and OnGUI...
ui-ugui
Understands, edits, and generates Unity uGUI Canvas hierarchies, RectTransforms, Layout Groups, and prefab UI.
ui-uitk
Understands, edits, and generates Unity UI Toolkit UXML and USS with flex layouts.
unity-cli
Controls the Unity Editor and projects from the command line, driving a running Editor to edit scenes and assets or run...
unity-package-management
Adds, removes, upgrades, and discovers Unity (UPM) packages from outside the Editor.
urp-postprocessing
Sets up, configures, and debugs URP post-processing with the Volume framework.
validate-urp-render-graph-renderer-feature
Reviews a Unity 6 URP ScriptableRendererFeature that uses the Render Graph API, checking resource wiring, material...
audio-setup-mixers
Routes Audio Sources into existing Audio Mixer Groups, classifying each source by what it plays.
build-live-game
Builds and operates live games with Unity Services.
migrate-birp-to-urp
Plans, executes, and troubleshoots migration from the Built-in Render Pipeline to URP.
new-unity-project
Guides creating a new Unity project, gathering concept, platforms, and monetization before setting up the project,...
optimize-audio
Optimizes audio memory, CPU cost, and playback quality through import settings and mixer configuration.
optimize-web
Optimizes Unity WebGL and WebGPU builds for smaller downloads, faster loading, and smoother browser performance.
sprite-editor
Edits Unity sprite rectangles, borders, pivots, outlines, and slicing by generating C# scripts.
unity-cli
Controls the Unity Editor and projects from the command line, driving a running Editor to edit scenes and assets or run...
unity-package-management
Adds, removes, upgrades, and discovers Unity (UPM) packages from outside the Editor, with the Pipeline package commands...
urp-postprocessing
Sets up, configures, and debugs URP post-processing with the Volume framework.
elasticsearch-audit
Enable, configure, and query Elasticsearch security audit logs.
elasticsearch-authn
Authenticate to Elasticsearch using native, file-based, LDAP/AD, SAML, OIDC, Kerberos, JWT, or certificate realms.
elasticsearch-authz
Used to manage Elasticsearch RBAC: native users, roles, role mappings, document- and field-level security.
elasticsearch-esql
Execute ES|QL (Elasticsearch Query Language) queries, use when the user wants to query Elasticsearch data, analyze...
elasticsearch-file-ingest
Ingest and transform data files (CSV/JSON/Parquet/Arrow IPC) into Elasticsearch with stream processing and custom...
elasticsearch-onboarding
Help developers new to Elasticsearch get from zero to a working search experience.
elasticsearch-security-troubleshooting
Diagnose and resolve Elasticsearch security errors: 401/403 failures, TLS problems, expired API keys, role mapping...
kibana-alerting-rules
Used to create and manage Kibana alerting rules via REST API or Terraform.
kibana-audit
Enable and configure Kibana audit logging for saved object access, logins, and space operations.
kibana-connectors
Used to create and manage Kibana connectors for Slack, PagerDuty, Jira, webhooks, and more via REST API or Terraform.
kibana-dashboards
Used to create and manage Kibana Dashboards and visualizations.
kibana-vega
Used to create Vega and Vega-Lite visualizations with ES|QL data sources in Kibana.
cloud-onboarding
Onboard an Elastic Cloud organization: configure the `elastic` CLI's Cloud context and API key, establish a default...
cloud-provisioning
Provision and operate Elastic Cloud infrastructure: create, connect to, update, and delete Serverless projects...
elasticsearch-anomaly-detection
Used to create and manage Elastic ML anomaly detection jobs via the API.
elasticsearch-anomaly-detection-explainer
Explain Elasticsearch ML anomaly detection scores, model behavior, and result interpretation.
elasticsearch-cluster-health
Diagnose a non-green Elasticsearch cluster and surface the single most likely cause with remediation.
elasticsearch-esql
Execute ES|QL (Elasticsearch Query Language) queries, use when the user wants to query Elasticsearch data, analyze...
elasticsearch-index-design
Used to design and review Elasticsearch index mappings for stated access patterns: correct field types, text+keyword...
elasticsearch-ingest
Load CSV and JSON files into Elasticsearch indices using the bulk API and explicit mappings when field types matter.
elasticsearch-onboarding
Help developers new to Elasticsearch get from zero to a working search experience.
elasticsearch-query-optimization
Diagnose slow Elasticsearch Query DSL searches and propose measured fixes.
elasticsearch-reindex
Guide Elasticsearch reindex for performance: local and remote, slicing, throttling, task API.
elasticsearch-search-relevance
Improve Elasticsearch search relevance for content and catalog indices: pin or promote results with query rules...
kibana-agent-builder
Used to create and manage Kibana Agent Builder agents and custom tools.
kibana-alerting-rules
Used to create and manage Kibana alerting rules.
kibana-anomaly-detection
Elastic ML anomaly detection — investigation/RCA, score explanation, job lifecycle troubleshooting, and job operations.
kibana-dashboards
Used to create and manage Kibana Dashboards and Lens visualizations.
kibana-workflows
Author, validate, test, run, and inspect Elastic Workflow YAML definitions.
observability-k8s-investigation
Investigate Kubernetes workload, node, and control-plane issues using OTel telemetry (EDOT).
observability-llm-obs
Answer questions about LLM and agentic-application behavior from data already ingested into Elastic: latency and error...
observability-onboarding
Onboard an application into Elastic Observability with the Elastic Distribution of OpenTelemetry (EDOT): route on...
observability-service-reliability
Used to design and operate service reliability targets in Elastic Observability: choose an SLI type and a defensible...
observability-sre-triage
Triage a degraded or suspect service end to end: read SLO status and burn rate, check active alerting rules and ML...
security-alert-triage
Triage Elastic Security alerts — gather context, classify threats, create cases, and acknowledge.
security-case-management
Create, search, update, and manage SOC cases via the Kibana Cases API.
security-detection-rule-management
Create, tune, and manage Elastic Security detection rules (SIEM and Endpoint).
security-generate-security-sample-data
Used to generate sample security events, attack scenarios, and synthetic alerts for Elastic Security.
debug-uploaded-kibana-dashboard
Used when the user reports a panel rendering empty / "No results found" / "Migration Required" / wrong-shape values...
create-revenuecat-project
Set up a complete RevenueCat project from scratch — creates apps, products, entitlements, offerings, and packages in...
integrate-revenuecat
End-to-end RevenueCat integration — sets up the dashboard side via the RevenueCat MCP or the `rc` CLI (project, app,...
revenuecat
Used for all interaction with RevenueCat not covered by a different skill
revenuecat-app-valuation
Used when the user asks how much their app is worth, what they could sell their app for, how app valuations or...
revenuecat-audiences
Use before sharing a link to a filtered customer list or audience, and when identifying, filtering, or ranking the...
revenuecat-billing
Used when the user asks about their RevenueCat plan, billing, their RevenueCat invoices, or how much they will have to...
revenuecat-charts
Used when the user asks about RevenueCat data, analytics, charts, or KPIs — querying charts with...
revenuecat-cli
Drive RevenueCat from the terminal with the `rc` CLI, an alternative to the RevenueCat MCP server for humans, CI, and...
revenuecat-customer-center
Used to add the RevenueCat Customer Center (self service subscription management UI) to an app.
revenuecat-dashboard-links
How to link to pages in the RevenueCat dashboard (offerings, products, customers, settings, integrations, paywalls,...
revenuecat-entitlements-gate
Used to check whether a RevenueCat user currently has access to a paid feature via entitlements.
revenuecat-experiment-analysis
Used when the user asks to analyze or understand a RevenueCat experiment or its results.
revenuecat-experiments
Used when the user asks to create, prepare, or set up a RevenueCat experiment (A/B test), to prepare its variant...
revenuecat-forecasting
Used when the user asks for a forecast, projection, extrapolation, or run-rate (MRR, ARR, revenue, or subscribers N...
revenuecat-identify-user
Tie RevenueCat identity to your app's auth system.
revenuecat-migrate
Migrate to RevenueCat from raw StoreKit or Google Play Billing, or upgrade the RevenueCat SDK across a major version.
revenuecat-paywall
Display a RevenueCat paywall inside an app using the RevenueCatUI SDK.
revenuecat-paywall-design
Must invoke for any request to create, edit, evaluate, understand, or improve a RevenueCat Paywall in the dashboard —...
revenuecat-purchase-flow
Implement the RevenueCat purchase and restore flow.
revenuecat-sdk-compatibility
Used to check whether an SDK version supports a RevenueCat feature, whether an SDK upgrade is required, why an...
revenuecat-status
Get a quick overview of your RevenueCat project configuration including apps, products, entitlements, offerings, and...
revenuecat-store-state
Used when the user wants to inspect or change the state of products in App Store Connect, Google Play Console, RC...
revenuecat-testing-setup
Set up a testing environment for RevenueCat purchases without charging real money.
revenuecat-troubleshoot
Diagnose and resolve RevenueCat integration issues — inspects dashboard configuration through the RevenueCat MCP, walks...
render-background-workers
Sets up and configures background workers on Render for queue-based job processing.
render-blueprints
Authors and validates render.yaml Blueprints for Render infrastructure.
render-cli
Installs and uses the Render CLI for deploys, logs, SSH, psql, Blueprint validation, and automation.
render-cron-jobs
Configures and troubleshoots scheduled tasks on Render using cron job services.
render-debug
Used to debug failed Render deployments by analyzing logs, metrics, and database state.
render-deploy
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard...
render-disks
Attaches and manages persistent disks on Render services—mount paths, sizing, snapshots, file transfers, and...
render-docker
Builds and deploys Docker containers on Render—Dockerfiles, multi-stage builds, Blueprint Docker fields, private...
render-domains
Configures custom domains and TLS certificates on Render—DNS setup, CNAME records, apex domains, wildcard domains, and...
render-env-vars
Configures environment variables, secrets, and env groups on Render.
render-keyvalue
Provisions and configures Render Key Value (Redis-compatible Valkey 8) instances for caching, session storage, and job...
render-mcp
Connects and configures the Render MCP server for AI coding tools—setup per tool (Cursor, Claude Code, Codex),...
render-migrate-from-heroku
Migrate from Heroku to Render by reading local project files and generating equivalent Render services.
render-monitor
Used to monitor Render services in real-time.
render-networking
Connects Render services over the private network—internal DNS, service discovery, and cross-service communication.
render-postgres
Sets up and optimizes Managed PostgreSQL on Render—connection strings (internal vs external), creation constraints,...
render-private-services
Configures Render private services—internal-only apps that accept traffic exclusively from other Render services over...
render-scaling
Scales Render services—configures autoscaling targets, chooses instance compute plans, sets manual instance counts, and...
render-static-sites
Deploys and configures static sites on Render's global CDN—build commands, publish paths, SPA routing, redirects,...
render-web-services
Configures Render web services—port binding, TLS, health checks, custom domains, auto-deploy, PR previews, persistent...
render-workflows
Build, validate locally, deploy, and troubleshoot Render Workflows with the current Python or TypeScript SDK.
output-build-workflow
Implement an Output SDK workflow from a plan document.
output-credentials-edit
View, edit, and set encrypted credentials in an Output.ai project.
output-credentials-env-vars
Wire encrypted credentials to environment variables using the credential: convention.
output-credentials-init
Initialize encrypted credentials for an Output.ai project.
output-debug-workflow
Used to debug Output SDK workflow issues.
output-dev-agent-class
Use the Agent class for multi-step tool loops, conversation history, streaming progress, and reusable LLM agents.
output-dev-code-style
Code style conventions for Output SDK workflow projects.
output-dev-create-skeleton
Used to generate workflow skeleton files using the Output SDK CLI.
output-dev-credentials
Store and reference encrypted secrets in Output SDK workflows using @outputai/core/credentials.
output-dev-eval-testing
Used to create offline evaluation tests for Output SDK workflows using @outputai/evals.
output-dev-evaluator-function
Used to create evaluator functions in evaluators.ts for Output SDK workflows.
output-dev-folder-structure
Workflow folder structure conventions for Output SDK.
output-dev-http-client-create
Used to create shared HTTP clients in src/shared/clients/ for Output SDK workflows.
output-dev-llm-streaming
Implement LLM text streaming in Output workflow steps with generateTextWithStreaming, Agent.generateWithStreaming,...
output-dev-scenario-file
Used to create test scenario JSON files for Output SDK workflows.
output-dev-step-function
Used to create step functions in steps.ts for Output SDK workflows.
output-dev-types-file
Used to create types.ts files with Zod schemas for Output SDK workflows.
output-dev-workflow-function
Used to create workflow.ts files for Output SDK workflows.
output-error-direct-io
Used to fix direct I/O in Output SDK workflow functions.
output-error-http-client
Used to fix HTTP client misuse in Output SDK steps.
output-error-missing-schemas
Used to fix missing schema definitions in Output SDK steps.
output-error-nondeterminism
Used to fix non-determinism errors in Output SDK workflows.
output-error-try-catch
Handle errors caught in Output workflows without losing failure context.
output-error-zod-import
Used to fix Zod schema import issues in Output SDK workflows.
output-eval-audit
Audit an existing eval suite for trustworthiness.
output-eval-dataset-design
Used to design diverse eval datasets using dimension-based variation.
output-eval-error-analysis
Systematically review workflow traces to identify failure modes before building evaluators.
output-eval-validate-judge
Validate LLM judges against human labels using TPR/TNR metrics and train/dev/test splits.
output-meta-post-flight
Post-flight validation for Output SDK workflow operations.
output-migrate
Upgrade a project between versions of the Output framework.
output-plan-workflow
Used when the user asks to create, build, generate, scaffold, or plan a new workflow.
output-services-check
Verify Output SDK development services are running.
output-workflow-list
List all available Output SDK workflows in the project.
output-workflow-reset
Re-run an Output SDK workflow from after a specific completed step, creating a new run that replays up to that point...
output-workflow-result
Get the result of an Output SDK workflow execution.
output-workflow-run
Execute an Output SDK workflow synchronously and wait for the result.
output-workflow-runs-list
List Output SDK workflow execution history.
output-workflow-start
Start an Output SDK workflow asynchronously without waiting for completion.
output-workflow-status
Used to check the status of an Output SDK workflow execution.
output-workflow-stop
Stop a running Output SDK workflow execution.
output-workflow-trace
Used to analyze Output SDK workflow execution traces.
output-workflow-trace-file
Read and render the output of a local Output SDK workflow trace file as clean readable markdown.
cross-product-troubleshoot-user-connectivity
Cross-product troubleshooting of user connectivity issues spanning ZPA, ZIA, ZDX, and ZCC.
easm-review-attack-surface
Used to review the organization's external attack surface using Zscaler EASM.
zcc-generate-logout-otp
Used to generate a One-Time Logout Password (OTP) for a Zscaler Client Connector (ZCC) user.
zdx-investigate-multi-app-outage
Diagnose a multi-application outage scoped to one location by correlating ZDX alerts, affected devices, and shared...
zia-audit-ssl-inspection-bypass
Audit ZIA SSL inspection rules to identify which applications, URL categories, users, or groups are subject to INSPECT,...
zia-check-user-url-access
Determine whether a specific user or group is allowed to access a given URL by evaluating all applicable ZIA policies...
zia-create-cloud-app-control-rule
Used to create ZIA Cloud App Control rules that enforce granular, action-level decisions on cloud applications...
zia-create-firewall-filtering-rule
Used to create a ZIA Cloud Firewall Filtering rule that controls network traffic by source/destination IP, country,...
zia-create-ssl-inspection-rule
Used to create a ZIA SSL Inspection rule that controls how Zscaler handles SSL/TLS encrypted traffic — BLOCK (drop the...
zia-create-url-filtering-rule
Used to create a ZIA URL Filtering rule that controls user access to web content by URL category, protocol, request...
zia-investigate-sandbox
Investigate ZIA Sandbox file analysis results, quarantine issues, and security policy enforcement.
zia-investigate-url-category
Investigate where a specific URL or URL category is referenced across all ZIA policy rules.
zia-look-up-cloud-app-name
Look up the canonical ZIA cloud-application name (e.g.
zia-look-up-rule-targets
Look up the shared 'who/where/when/what-device' fields that every ZIA rule resource scopes by — users, groups,...
zia-manage-time-interval
Used to find an existing ZIA Time Interval by name, or create a new one when no match exists, then return the interval...
zia-onboard-location
End-to-end onboarding of a new ZIA location with its traffic forwarding dependencies.
zins-analyze-web-traffic
Used to analyze web traffic patterns using Zscaler Analytics (Z-Insights).
zins-assess-network-security
Assess network security posture using Zscaler Analytics (Z-Insights).
zins-audit-shadow-it
Audit shadow IT and SaaS application usage using Zscaler Analytics (Z-Insights).
zins-investigate-security-incident
Investigate security incidents using Zscaler Z-Insights analytics.
zms-analyze-policy-rules
Used to analyze Zscaler Microsegmentation (ZMS) policy rules for optimization opportunities.
zms-assess-workload-protection
Assess Zscaler Microsegmentation (ZMS) workload protection coverage and identify protection gaps.
zms-audit-microsegmentation-posture
Audit the overall Zscaler Microsegmentation (ZMS) deployment posture.
zms-review-tag-classification
Used to review Zscaler Microsegmentation (ZMS) tag classification, application discovery, and tag-to-resource-group...
zms-troubleshoot-agent-deployment
Troubleshoot Zscaler Microsegmentation (ZMS) agent deployment and connectivity issues.
zpa-application_segment-ba-onboard
End-to-end onboarding of a new Browser Access (BA) application in Zscaler Private Access.
zpa-application_segment-onboard
End-to-end onboarding of a new application in Zscaler Private Access.
zpa-application_segment-pra-onboard
End-to-end onboarding of a new Privileged Remote Access (PRA) application in Zscaler Private Access.
zpa-audit-baseline-compliance
Read-only audit of a ZPA tenant against the Zscaler ZPA Baseline Recommendations v1.0 document.
zpa-create-access-policy-rule
Used to create ZPA access policy rules with v2 conditions.
zpa-create-conditional-access-rule
Used to create a ZPA Access Policy rule that gates access to a private application on multiple combined checks:...
zpa-create-forwarding-policy-rule
Used to create ZPA client forwarding policy rules that control how traffic is routed from the Zscaler Client Connector.
zpa-create-server-group
Used to create a ZPA server group with all required dependencies.
zpa-create-session-duration-rule
Used to create a ZPA Timeout Policy rule that enforces session duration — i.e.
zpa-create-timeout-policy-rule
Used to create ZPA timeout policy rules that control session re-authentication and idle timeout behavior.
zpa-troubleshoot-app-connector
Troubleshoot ZPA App Connector issues including enrollment failures, upgrade problems, Public Service Edge...
event-description-generator
Orchestrate event description audits by delegating chunk work to the event-descriptions-worker subagent.
add-analytics-instrumentation
End-to-end analytics instrumentation workflow for a PR, branch, file, directory, or feature.
analyze-account-health
Summarizes B2B account health by analyzing usage patterns, engagement trends, risk signals, and expansion opportunities.
analyze-ai-topics
Analyzes what users ask AI agents about and how well each topic is served.
analyze-chart
Performs deep analysis of a specific Amplitude chart to explain trends, anomalies, and likely drivers.
analyze-dashboard
Deeply analyze Amplitude dashboards by analyzing key charts, surfacing top areas for concern and takeaways, identify...
analyze-experiments
Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results...
analyze-experiment-consolidated
Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results...
analyze-feedback
Synthesizes customer feedback into actionable themes including feature requests, bugs, pain points, and praise.
build-charts-with-typed-params
Builds Amplitude charts using the typed `chart` parameter on query_amplitude_data — events, filters, group-bys,...
chart-link-analysis
Answers questions from an Amplitude chart or dashboard link — fetch the definition, pull the data, explain or adapt it.
compare-user-journeys
Compares how two user groups behave differently by analyzing Amplitude Session Replays and metrics side by side.
create-chart
Creates Amplitude charts from natural language descriptions, handling event selection, filters, groupings, and...
create-dashboard
Builds comprehensive Amplitude dashboards from requirements or goals, organizing charts into logical sections with...
daily-brief
Delivers a daily briefing of the most important changes across your Amplitude instance.
debug-replay
Turns bug reports into reproducible steps by finding error sessions in Amplitude Session Replay, extracting interaction...
diagnose-errors
Investigates errors across network failures, JavaScript errors, and error clicks to identify what's broken, where, and...
diff-intake
Reads a PR or branch diff and produces a structured YAML change brief for downstream analytics instrumentation skills.
discover-analytics-patterns
Discovers how analytics tracking calls are actually written in this codebase — the concrete SDK calls, function...
discover-event-surfaces
Given a change_brief YAML (output from diff-intake), generates an exhaustive list of candidate analytics events to...
discover-opportunities
Discovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback.
instrument-events
Given event_candidates YAML (output from discover-event-surfaces), generates a concrete instrumentation plan for...
investigate-ai-session
Deep-dives into specific AI agent sessions or failure patterns to explain why something went wrong.
live-data-forensics
Investigates live product issues against Amplitude data — "is X firing today", "did the release break Y", "which users...
manage-amp-context
Lists projects for an employee-accessible organization or writes organization/project AI context with...
monitor-ai-quality
Monitors AI agent health across quality, cost, performance, and errors.
monitor-experiments
Monitors all active and recently completed experiments across Amplitude projects, triages them by importance, then runs...
monitor-experiments-consolidated
Monitors all active and recently completed experiments across Amplitude projects, triages them by importance, then runs...
monitor-reliability
Delivers a reliability health check using auto-captured network request, JS error, and error click data.
replay-ux-audit
Finds and analyzes Amplitude Session Replays to surface UX friction patterns across multiple sessions.
review-agent-insights
Retrieves, synthesizes, and prioritizes all recent AI agent results from Amplitude.
scheduled-report-refresh
Refreshes recurring reports (daily briefings, WBRs, experiment briefs) from saved Amplitude content — fetch the...
taxonomy
Source of truth for event taxonomy generation, data auditing, and governance best practices in Amplitude.
tracking-plan-audit
Used when auditing Amplitude tracking plans for safe deletion candidates among stale, duplicate, orphaned, cross-app,...
use-amp-guides-surveys
Lists Amplitude Guides and Surveys or reads one item's full configuration with `use_amp_guides_surveys`.
user-cohort-forensics
Investigates individual users and user populations in Amplitude — resolve users by email/ID, read profiles,...
weekly-brief
Delivers a weekly briefing summarizing the most important trends, wins, and risks across your Amplitude instance.
aggregating-view-data
Execution skill.
architecting-multi-application-solutions
Planning skill.
auditing-a-pigment-application
Execution skill.
building-a-full-application
Planning skill.
building-pigment-frames
Used when you're building, updating, or troubleshooting a Pigment Frame — a full-page, custom-coded visualisation...
building-versions-and-planning-cycles
Execution skill.
choosing-formula-patterns
Planning skill.
copying-metric-data
Used when a user wants to create a Pigment metric-to-metric copy import/config to freeze formula values, reduce...
creating-dimensions-and-hierarchies
Execution skill.
creating-metrics-and-tables
Execution skill.
creating-transaction-lists
Execution skill.
designing-boards-and-views
Execution skill.
designing-pigment-frames
Apply Pigment's visual design language to a new or existing Frame - use when the Frame should look Pigment-like:...
diagnosing-performance-issues
Execution skill.
editing-an-existing-application
Planning skill.
forecasting-in-pigment
Execution skill.
formatting-and-highlighting
Execution skill.
gathering-architecture-requirements
Planning skill.
iterating-with-previous-and-cycles
Execution skill.
naming-and-organizing-applications
Execution skill.
securing-with-access-rights
Execution skill.
setting-up-calendar
Execution skill.
sharing-data-between-applications
Execution skill.
solving-financial-planning
Planning skill.
solving-sales-performance
Planning skill.
solving-supply-chain
Planning skill.
solving-workforce-planning
Planning skill.
understanding-pigment-modeling
Foundational skill.
using-formula-functions
Execution skill.
using-formula-modifiers
Execution skill.
using-list-subsets
Execution skill.
using-mapped-dimensions
Execution skill.
using-search-tools
Execution skill.
writing-performant-formulas
Execution skill.
writing-pigment-formulas
Execution skill.
hz-android-2d-porting
Guides porting existing Android 2D apps to Meta VR and Horizon OS — input adaptation, panel layout, and design...
hz-immersive-designer
Guides design of comfortable, intuitive VR/MR experiences for Meta VR and Horizon OS — comfort guidelines, interaction...
hz-iwsdk-webxr
Builds WebXR experiences for Meta VR and Horizon OS using the Immersive Web SDK (IWSDK) — ECS architecture, Three.js...
hz-metavrx-layout-sdk
Used to build multi-window Meta Horizon OS experiences with the MetaVrx Layout SDK in Jetpack Compose or React Native.
hz-metavrx-ui-set
Builds app UI for Meta VR and Horizon OS with the MetaVrx UI Set, a Jetpack Compose component library and design system.
hz-new-project-creation
Scaffolds new Meta VR and Horizon OS projects after the build path is selected — Standard Android, Meta Spatial SDK,...
hz-perfetto-debug
Analyzes Meta VR and Horizon OS VR performance using Perfetto traces — frame timing, CPU/GPU bottlenecks, render pass...
hz-platform-sdk
Guides integration of the Horizon Platform SDK for Meta VR and Horizon OS Android/Kotlin apps — achievements, IAP,...
hz-psdk-integration
Guides interactive Horizon Platform SDK (PSDK) integration for Meta VR and Horizon OS Android/Kotlin apps — analyzes...
hz-quest-verify-first
MANDATORY pre-flight check before answering any question or writing any code related to Meta Quest VR headsets (Quest...
hz-simpleperf-debug
Profiles Meta VR and Horizon OS application CPU performance using simpleperf — workload classification, CPU hotspot...
hz-spatial-sdk
Builds spatial Android apps for Meta VR and Horizon OS with Meta Spatial SDK — ECS architecture, 2D panels, 3D objects,...
hz-store-pwa
Guides shipping a web app to the Meta VR and Horizon OS Store as a PWA/TWA — both 2D windowed panels and immersive...
hz-store-submit
Guides end-to-end Meta VR and Horizon OS app submission to the Meta Horizon Store — build validation, store-readiness...
hz-unity-code-review
Reviews Unity code targeting Meta VR and Horizon OS for performance issues, rendering best practices, and common VR...
hz-unity-device-readiness
Audits a Unity project for Meta VR Glasses readiness across input and field of view — finds controller-dependent...
hz-unity-face-tracking
Drive ARKit-blendshape-rigged head/face models in Unity with the wearer's facial expressions on Meta VR via Meta...
hz-unity-fbx-import
Ensures complete FBX URLs or absolute paths are used when importing external 3D models into Unity projects targeting...
hz-unity-meta-core-sdk
Meta XR Core SDK (com.meta.xr.sdk.core) for Unity XR development.
hz-unity-meta-interaction-sdk
Meta XR Interaction SDK (com.meta.xr.sdk.interaction.ovr) in Unity.
hz-unity-meta-mixed-reality-utility-kit
Meta XR Mixed Reality Utility Kit (MRUK) (com.meta.xr.mrutilitykit) for Unity XR development.
hz-unity-meta-movement-sdk-retargeting
Set up and tweak Meta Movement SDK (MSDK) retargeting for a character model.
hz-unity-meta-quest-ui
Configures Unity UI for Meta VR and Horizon OS VR development — world-space canvases, TextMesh Pro setup, comfortable...
hz-unity-passthrough-camera-access
Meta Quest Passthrough Camera Access (PCA) for Unity — access the forward-facing RGB cameras on Quest 3 / Quest 3S to...
hz-unity-placement
Ensures accurate object placement in Unity projects targeting Meta VR and Horizon OS by using Renderer and Collider...
hz-unity-platform-sdk
Guides integration of the Horizon Platform SDK for Meta VR and Horizon OS Unity/C# apps — achievements, IAP, users,...
hz-unity-tmp-resources
Imports and configures TextMesh Pro Essential Resources for Unity projects targeting Meta VR and Horizon OS.
hz-vr-debug
Debugs Meta VR and Horizon OS VR, MR, and Android applications using the metavr CLI — view logs, capture screenshots,...
hz-xr-simulator-control
Routes Meta VR and Horizon OS simulator work to the right `metavr` command group, and drives a running Meta XR...
hz-xr-simulator-install-and-configure
Installs and configures the Meta XR Simulator for testing Meta VR and Horizon OS apps without a physical device.
account-health
Assess the health of an account from its recent conversations — sentiment trajectory and risk signals — backed by an...
account-relationship-recap
Recap where things stand with a company across recent conversations, with emphasis on how the relationship is evolving.
account-research
Produce a full intelligence brief on a target company — firmographics, CRM/account context, intent signals, recent...
ae-cs-handoff
Produce an AE-to-CS handoff brief — everything the incoming CSM needs from the sales conversations.
build-list
Used to build a list of contacts or companies matching specific criteria.
buying-committee
Map the buying committee at a target account.
call-coaching
Coach a rep on how they handled a specific call — discovery quality, objection handling, talk dynamics, and next-call...
call-recap
Recap a recent call with a tight summary, the decisions made, action items, and open questions.
commitment-ledger
Used to build a ledger of what we promised versus what they promised, and what is still outstanding, across the last...
company-intent-monitor
Used to monitor a company's buyer-intent signals and assess fit against your GTM context.
company-news-monitor
Used to monitor recent news and business events for a company and deliver a quick digest.
competitor-analysis
Produce a fact-led competitive intel brief on one or more competitors — firmographics, recent strategic moves, product...
contact-relationship-recap
Recap where things stand with a specific person across recent conversations, with emphasis on how the relationship is...
daily-brief
Brief the user on their day.
decision-process-mapper
Map a prospect's buying process as voiced on recent calls — their stated decision criteria, timeline, steps, and...
draft-follow-up
Draft a follow-up email after a call by extracting the commitments and next steps that were actually agreed, then...
email-thread-summarizer
Summarize a long email thread into its current state, the decisions and key points, and the open questions.
engagement-timeline
Used to build a timeline of engagements (meetings and emails) with an account or contact over a date range.
enrich-company
Look up a company's full profile.
enrich-contact
Look up a person's full professional profile.
exec-brief
Produce a succinct one-pager for an executive dropping into a call with zero context.
find-similar
Used to find companies or contacts similar to a given reference.
meeting-prep
Used to prepare for an upcoming meeting with a company.
mutual-action-plan
Used to build a mutual action plan (MAP) from what was actually discussed on recent calls — the shared, dated set of...
next-best-action
Recommend the next best action on a deal or relationship, grounded in the current conversation state.
objection-blocker-tracker
Track the open objections and blockers on a deal and how they have evolved across recent calls.
personalize-email
Used to generate 1-3 personalized email variants for a single prospect.
qbr-prep
Assemble a QBR prep pack for a business review — value moments, usage and adoption themes, risks, and open items, with...
recommend-contacts
Get AI-powered contact recommendations at a target company based on your ZoomInfo interaction history.
renewal-prep
Used to prepare for a renewal by assembling pre-renewal context — value delivered and value moments, risk handles, and...
score-accounts
Score and rank a list of accounts (mixed ZoomInfo company IDs, names, or domains) by ICP fit + buying intent + recent...
score-leads
Score and prioritize leads or cold contacts (mixed ZoomInfo person IDs, emails, or name+company rows).
tam-sizer
Size the total addressable market (TAM) for an Ideal Customer Profile (ICP) using ZoomInfo's verified company database.
tech-stack-snapshot
Produce a technology-stack snapshot for one or more companies — what CRM, marketing automation, sales engagement, data...
why-now
Used to build a "why now" case for reaching out to a company — the timing thesis and the specific hooks to lead with —...
account-context
Used to build a 360-degree brief on a company already in Salesforce: CRM state, key contacts, recent email, documents...
account-tiering
Rank an account list or full book into action tiers from Salesforce ICP fit, engagement, activity, contact, and...
calendar-events
Show a schedule from Salesforce Event data with local times, subjects, locations, and linked contacts, accounts or...
call-follow-up
Used to create a customer follow-up email and internal recap from a meeting transcript plus Salesforce account and...
call-prep
Used to build a call brief from Salesforce meeting, account, opportunity, contact, and activity data plus email,...
close-plan
Used to build a customer-facing business case and dated mutual action plan from Salesforce opportunity data plus...
customer-health
Assess customer health from Salesforce account, renewal, case, task, and health data plus email, calendar, documents,...
customer-voice
Compile attributable customer quotes and themes from call transcripts and email threads across Salesforce-scoped...
daily-briefing
Used to create today's sales briefing from Salesforce events, near-term and overdue deals, account context,...
deal-advance-gap
Map an opportunity's path to advance or close from Salesforce stage, stakeholder, activity, qualification, and risk...
deal-review
Used to build a scored deal-health assessment from Salesforce fields, contacts and activity plus email, documents and...
deal-signals
Used to build a deal-risk digest from Salesforce close dates, activity, next steps and forecast fields plus email,...
deal-slip-scenario
Model the impact of a deal slipping, shrinking or being lost from Salesforce pipeline and forecast data plus an...
draft-outreach
Used to create a personalized email draft from Salesforce contact, account, opportunity and activity data plus prior...
expansion-whitespace
Identify ranked expansion plays for one customer from Salesforce contacts, owned products and opportunities plus recent...
forecast-narrative
Used to build a forecast-call brief from Salesforce opportunity aggregates, top-deal samples and field history,...
handle-objection
Used to build a grounded response to a customer objection from the current deal, win-loss history, customer evidence...
inbox-sweep
Used to create a prioritized response queue and email drafts from unread threads, sent-mail voice patterns and...
lead-triage
Produce an inbound-lead priority and routing recommendation from Salesforce Lead and Account data, research and email...
pipeline-review
Used to build one rep's current pipeline assessment from Salesforce stage aggregates, deal samples and closed-deal...
query-activity-history
Used to build an interaction timeline from closed Salesforce Tasks and Events on one Account, Contact, Lead or...
rep-context
Catch a manager up on one of their sales reps before a 1:1: the rep's pipeline, recent activity, what they are working...
research-prospect
Used to build a prospect brief from web research and Salesforce, covering company facts, recent signals, likely...
salesforce-hygiene-check
Audit open Salesforce opportunities for missing fields, stale dates, weak next steps, stage mismatches and...
stakeholder-map
Used to build a stakeholder map from Salesforce contacts and roles plus email, calendar, calls and Slack, showing...
team-pipeline
Used to build a team pipeline brief from Salesforce users and opportunities, showing closed revenue, forecast, swing...
using-display-widget
Render assembled Salesforce data as a styled widget using either a hydrated dynamic definition or a registered widget...
voice-profile
Used to build a reusable voice profile from recent sent emails to capture a user's greetings, sign-offs, length,...
weekly-wrap
Used to build a weekly sales recap from Salesforce opportunity and calendar activity plus email, documents and Slack,...
win-loss-review
Used to build a win-loss analysis from closed Salesforce opportunities, stage history, call transcripts and email,...
business-data
Pull and combine business data from any of the 350+ sources connected to Windsor.ai inside a coding workflow, for...
crm-insights
Report, rank, compare, and trend crm performance across HubSpot, Salesforce, Pipedrive, GoHighLevel, Zoho CRM, and...
crm-manage
Make confirmed changes on HubSpot, Salesforce, Pipedrive, GoHighLevel, Zoho CRM, and ActiveCampaign through Windsor.ai...
ecommerce-insights
Report, rank, compare, and trend e-commerce performance across Shopify, Amazon Seller Central, WooCommerce,...
ecommerce-manage
Make confirmed changes on Shopify, Amazon Seller Central, WooCommerce, BigCommerce, Klaviyo, and Google Merchant Center...
facebook-ads
Used to analyze and manage Meta Ads (Facebook & Instagram ad placements) through Windsor.ai.
facebook-organic
Used to analyze Facebook Page (organic) performance through Windsor.ai.
finance-insights
Report, rank, compare, and trend finance performance across Stripe, QuickBooks, PayPal, Xero, Chargebee, and Braintree...
gohighlevel
Used to analyze GoHighLevel CRM data through Windsor.ai.
google-ads
Used to analyze and manage Google Ads through Windsor.ai.
google-analytics-4
Used to analyze Google Analytics 4 (GA4) data through Windsor.ai.
google-merchant-center
Used to analyze Google Merchant Center product feed and Shopping data through Windsor.ai.
google-search-console
Used to analyze Google Search Console (organic search) data through Windsor.ai.
hubspot
Used to analyze HubSpot CRM and marketing data through Windsor.ai.
Used to analyze Instagram organic performance through Windsor.ai.
klaviyo
Used to analyze Klaviyo email and SMS performance and manage flows through Windsor.ai.
linkedin-ads
Used to analyze and manage LinkedIn Ads through Windsor.ai.
linkedin-pages
Used to analyze LinkedIn company page (organic) performance through Windsor.ai.
microsoft-ads
Used to analyze and manage Microsoft Advertising (Bing Ads) through Windsor.ai.
social-media-create
Used to create new items on Instagram, Facebook Pages, TikTok, YouTube, LinkedIn Pages, and Google Business Profile...
social-media-insights
Report, rank, compare, and trend social media performance across Instagram, Facebook Pages, TikTok, YouTube, LinkedIn...
tiktok-ads
Used to analyze and manage TikTok Ads through Windsor.ai.
tiktok-organic
Used to analyze TikTok account (organic) performance through Windsor.ai.
web-analytics-insights
Report, rank, compare, and trend web analytics performance across Google Analytics 4 and Google Search Console through...
windsor-connect
Connect, reconnect, or add accounts for any of the 350+ sources Windsor.ai supports - Google Ads, Meta Ads, TikTok Ads,...
windsor-create
Used to create and publish new items on platforms connected to Windsor.ai - campaigns, ad groups, and responsive search...
windsor-export
Set up and review recurring exports and syncs of data from any source connected to Windsor.ai (ads, organic social,...
windsor-get-started
Set up Windsor.ai in Claude Code and get to a first answer - sign in to the Windsor.ai MCP server, check which sources...
windsor-insights
Report, rank, compare, and trend data from any of the 350+ sources connected to Windsor.ai - paid ads (Google Ads, Meta...
windsor-manage
Make confirmed changes on platforms connected to Windsor.ai - pause or enable campaigns, ad sets, ad groups, and ads...
windsor-optimize
Used to find and fix wasted ad spend across Google Ads, Meta Ads, TikTok Ads, LinkedIn Ads, Microsoft Ads and Amazon...
youtube
Used to analyze YouTube channel, playlist, and video performance through Windsor.ai.
bigdata
Research any company, security, sector, country, market or economy with Bigdata.com data, and turn a research task the...
bigdata-catalyst-monitor
Map the dated events that could move a public company over the next few quarters, using Bigdata.com data (events...
bigdata-company-brief
Used to generate a company brief — a cited 30-day summary of what happened at a public company and why it matters —...
bigdata-country-analysis
Produce a deep country economic analysis using Bigdata.com data — GDP, inflation, monetary policy, labor markets, debt...
bigdata-country-sector-analysis
Used to analyze a specific sector inside a specific country or region using Bigdata.com data — combining the...
bigdata-cross-sector
Compare two or more sectors using Bigdata.com data — relative valuations, earnings growth, analyst sentiment, and where...
bigdata-earnings-digest
Used to analyze a public company's latest reported earnings — a cited post-print digest using Bigdata.com data...
bigdata-earnings-preview
Used to create a forward-looking earnings preview for a public company ahead of its next earnings call, using...
bigdata-earnings-quality-screen
Screen a public company's reported earnings for quality and accounting red flags using Bigdata.com data and filings.
bigdata-earnings-reaction
Used to write a tight post-earnings reaction note using Bigdata.com data — headline numbers versus consensus with...
bigdata-g7-comparison
Benchmark the seven G7 economies side by side using Bigdata.com data — the United States, Japan, Germany, the United...
bigdata-investment-memo
Used to write a full institutional investment memo on a public company using Bigdata.com data — thesis, variant...
bigdata-moat-governance-review
Assess how durable a public company's competitive advantage is and whether management can be trusted with the capital,...
bigdata-peer-comparables
Compare a public company against its peer set using Bigdata.com data — valuation multiples, growth, profitability,...
bigdata-post-ipo-day1
Used to write a first-trading-day post-IPO reaction note for a newly listed company using Bigdata.com data plus web...
bigdata-post-ipo-day14
Used to write a day-14 post-IPO note on potential NASDAQ-100 fast-track index inclusion for a recently listed...
bigdata-post-ipo-day179
Used to write a day-179 post-IPO note on the 180-day lock-up expiry using Bigdata.com data plus filings and market data.
bigdata-post-ipo-day365
Used to write a day-365 post-IPO note on the 366-day founder and significant-investor lock-up expiry and float...
bigdata-pre-ipo-analysis
Produce a balanced pre-IPO research note on an upcoming, not-yet-listed company using its S-1/F-1 plus Bigdata.com data.
bigdata-quick-take
Give a fast, PM-style quick take on a stock using Bigdata.com data — a one-line current view, the 2-3 drivers that...
bigdata-regional-comparison
Compare regions or blocs using Bigdata.com data — economic indicators, market performance, and cross-asset views — and...
bigdata-risk-assessment
Produce a comprehensive risk assessment for a public company using Bigdata.com data (10-K risk factors, 8-K material...
bigdata-scenario-analysis
Used to build bull, base, and bear cases for a public company using Bigdata.com data — with explicit line-item...
bigdata-sector-analysis
Used to analyze a market sector using Bigdata.com data — performance, valuations, themes, sub-industries, and upcoming...
bigdata-sector-playbook
Used to build an actionable investment playbook for a sector using Bigdata.com data and sector-specific frameworks —...
bigdata-thematic-research
Research a macro investment theme using Bigdata.com data — scope and sub-themes, investment implications, sector...
bigdata-valuation-snapshot
Answer what a public company is worth and whether it is cheap or expensive, using Bigdata.com data (tearsheet...
bigdata-variant-perception
State explicitly where your view on a public company differs from consensus, using Bigdata.com data.
fix-bootstrap-params
Used to fix HTML bootstrap parameter issues that UI5 linter reports but cannot auto-fix.
fix-component-async
Used to fix Component.js async configuration issues that UI5 linter reports but cannot auto-fix.
fix-control-renderer
Used to fix Control renderer issues that UI5 linter reports but cannot auto-fix.
fix-csp-compliance
Used to fix Content Security Policy (CSP) compliance issues that UI5 linter reports but cannot auto-fix.
fix-cyclic-deps
Detect and resolve cyclic module dependencies introduced during UI5 modernization.
fix-deprecated-controls
Used to fix deprecated control/class/interface/type issues that UI5 linter reports but cannot auto-fix.
fix-fiori-elements-extensions
Handle Fiori Elements V2 controller extensions during UI5 modernization.
fix-js-globals
Used to fix JavaScript `no-globals` errors that UI5 linter reports but cannot auto-fix.
fix-library-init
Used to fix Library.init() apiVersion issues and modernize enums to DataType.registerEnum.
fix-linter-blind-spots
Used to fix runtime-breaking patterns in JS files that the UI5 linter does NOT report.
fix-manifest-json
Used to fix manifest.json issues that UI5 linter reports but cannot auto-fix.
fix-partially-deprecated-apis
Used to fix partially deprecated API usage that UI5 linter reports but cannot auto-fix.
fix-pseudo-modules
Used to fix pseudo module and implicit global issues that UI5 linter reports but cannot auto-fix.
fix-table-row-mode
Used to fix deprecated `sap.ui.table.Table` row properties that UI5 linter reports but cannot auto-fix.
fix-xml-globals
Used to fix XML view/fragment issues that UI5 linter reports but cannot auto-fix.
fix-xml-native-html
Used to fix native HTML and SVG usage in XML views/fragments that UI5 linter reports but cannot auto-fix.
modernize-flp-sandbox
Used when migrating UI5 apps from legacy FLP sandbox to the new sandbox (New Sandbox).
modernize-test-starter
Modernize QUnit unit tests and OPA5 integration tests to the UI5 Test Starter concept.
modernize-ui5-app
End-to-end workflow for modernizing a UI5 application.
ui5-typescript-conversion
A skill for converting UI5 (SAPUI5/OpenUI5) projects to TypeScript.
ui5-best-practices
UI5 development best practices and coding standards derived exclusively from official SAP UI5 guidelines.
ui5-best-practices-accessibility
This skill should be used when the user asks to audit, fix, check, review, or improve accessibility, a11y, ARIA, WCAG...
ui5-best-practices-integration-cards
MUST be loaded before any UI Integration Cards (also called UI5 Integration Cards) task — creating, modifying,...
ui5-best-practices-mdc
UI5 MDC (sap.ui.mdc) best practices for OData V4 delegate-based controls.
ui5-best-practices-opa5
This skill should be used in any OPA5 task - creating, modifying, extending, debugging, fixing or reviewing an...
ui5-best-practices-qunit
Used when the user asks to "write a QUnit test", "fix a failing QUnit test", "add a QUnit module", "modernize QUnit...
ui5-best-practices-smart-controls
UI5 smart controls (sap.ui.comp) best practices for OData V2 annotation-driven controls.
ui5-best-practices-tables
UI5 table best practices for freestyle applications.
aspnetcore-authentication
ASP.NET Core authentication middleware configuration including OpenID Connect, JWT Bearer, cookie authentication,...
aspnetcore-authorization
ASP.NET Core authorization patterns including policy-based authorization, IAuthorizationHandler implementations,...
claims-authorization
Claims transformation and profile service patterns for Duende IdentityServer — IProfileService, IClaimsTransformation,...
duende-bff
Duende BFF (Backend for Frontend) security framework for securing SPAs.
identity-security-hardening
Security hardening for Duende IdentityServer deployments including signing key rotation, HTTPS enforcement, CORS...
identity-testing-patterns
Testing patterns for IdentityServer-based systems including integration testing with WebApplicationFactory, mock token...
identityserver-api-protection
Protecting APIs with Duende IdentityServer: JWT bearer authentication, reference token introspection, scope-based...
identityserver-aspire
Orchestrate Duende IdentityServer in .NET Aspire AppHost — dependency graphs, authority URL wiring, health checks, and...
identityserver-dcr
Configuring Dynamic Client Registration (DCR) in Duende IdentityServer: endpoint setup, authorization policies, custom...
identityserver-deployment
Guide for deploying Duende IdentityServer to production, covering reverse proxy configuration, data protection, health...
identityserver-hosting-setup
Setting up and hosting Duende IdentityServer in ASP.NET Core applications, including DI registration, middleware...
identityserver-key-management
Managing cryptographic signing keys in Duende IdentityServer, including automatic key management, KeyManagementOptions,...
identityserver-saml
Configuring Duende IdentityServer as a SAML 2.0 Identity Provider (IdP): service provider registration, SSO and SLO...
identityserver-sessions-providers
Guide for configuring server-side sessions, session management and querying, inactivity timeout, dynamic identity...
identityserver-stores
Implement and customize Duende IdentityServer stores including configuration store, operational store, and Entity...
identityserver-token-lifecycle
Guide for implementing token types, refresh token management, token exchange (RFC 8693), extension grants,...
identityserver-token-security
Advanced token security features in Duende IdentityServer including DPoP, mTLS certificate binding, Pushed...
identityserver-ui-flows
Guide for building login, logout, consent, error, and federation gateway UI pages in Duende IdentityServer, including...
identityserver-upgrade-v7-to-v8
Migrating Duende IdentityServer from v7.4 to v8.0: breaking changes, API replacements (ICache→HybridCache,...
identityserver-usermanagement
Setting up Duende User Management with IdentityServer: passwordless authentication (OTP, TOTP, passkeys), storage...
identityserver4-migration
Migrating from IdentityServer4 to Duende IdentityServer v8.
oauth-oidc-protocols
OAuth 2.0 and OpenID Connect protocol fundamentals including authorization code flow with PKCE, client credentials,...
token-management
Token management patterns using Duende.AccessTokenManagement.
build-model
Used to build a multi-tab Excel financial model
bull-bear
Bull/bear/base case scenario framework for a given company
capital-allocation
Deep dive into capital deployment, buybacks, dividends, and shareholder yield
comp-sheet
Used to build an industry comp sheet Excel model with deep operational KPIs
comps
Trading comparables analysis with peer multiples and implied valuation
dcf
Discounted cash flow valuation with sensitivity analysis
earnings-flash
Rapid first-read earnings flash for a given company
ib-deck
Used to generate an institutional-grade investment banking pitch deck (HTML → PDF)
industry
Cross-company industry comparison across multiple tickers
inflection
Auto-detect biggest acceleration/deceleration inflections across all metrics
initiate
Initiate coverage — generate both research note (.docx) and Excel model (.xlsx)
precedent-transactions
Precedent M&A transactions analysis with deal multiples and acquisition history
setup
Verify Daloopa MCP connection and show available skills
supply-chain
Interactive supply chain dashboard mapping suppliers, customers, and financial interdependencies
unit-economics
Bottoms-up unit economics decomposition for any public company
working-capital
Cash conversion cycle, earnings quality, and working capital deep-dive
devexpress-blazor-ai-chat
Used to generate and configure DevExpress Blazor AI Chat (DxAIChat) — an AI-powered chat UI for Blazor apps.
devexpress-blazor-charts
Used to generate and configure DevExpress Blazor Charts (DxChart, DxPieChart, DxPolarChart) for common chart types...
devexpress-blazor-combobox
Used to build and configure the DevExpress Blazor ComboBox (DxComboBox) — a drop-down/select editor for Blazor Server,...
devexpress-blazor-gauges
Used to generate and configure DevExpress Blazor visualization components such as DxBarGauge, DxRangeSelector,...
devexpress-blazor-grid
Used to build and configure the DevExpress Blazor Grid (DxGrid) — a full-featured data grid for Blazor Server,...
devexpress-blazor-pivot-table
Used to build and configure the DevExpress Blazor Pivot Table (DxPivotTable) — an interactive pivot grid / cross-tab...
devexpress-blazor-ribbon
Used to build and configure the DevExpress Blazor Ribbon (DxRibbon) — an Office-style tabbed command UI for Blazor.
devexpress-blazor-scheduler
Used to build and configure the DevExpress Blazor Scheduler (DxScheduler) — a calendar/appointment scheduling component...
devexpress-blazor-toolbar
Used to build and configure the DevExpress Blazor Toolbar (DxToolbar) — an adaptive command bar for Blazor apps.
devexpress-blazor-treelist
Used to build and configure the DevExpress Blazor TreeList (DxTreeList) — a hierarchical data grid / tree grid for...
devexpress-office-file-api-ai-powered-extensions
Used to build .NET applications with the DevExpress AI-Powered Extensions for Office File API to add NLP-powered...
devexpress-office-file-api-barcode
Used to build .NET applications with the DevExpress Barcode Generation API for generating barcode images...
devexpress-office-file-api-excel-export
Used to build .NET applications with the DevExpress Excel Export Library for streaming generation of Excel files with...
devexpress-office-file-api-pdf
Used to build .NET applications with the DevExpress PDF Document API for creating, reading, editing, merging, signing,...
devexpress-office-file-api-pdf-new
Create, load, modify, secure, and print PDF documents using the new DevExpress.Docs.Pdf API — a modern object-oriented...
devexpress-office-file-api-presentation
Used to build .NET applications with the DevExpress Presentation API for creating, reading, modifying, and exporting...
devexpress-office-file-api-spreadsheet
Used to build .NET applications with the DevExpress Spreadsheet Document API for creating, reading, modifying, and...
devexpress-office-file-api-unit-conversion
Used to build .NET applications with the DevExpress Unit Conversion API for converting between metric and US units of...
devexpress-office-file-api-word-processing
Used to build .NET applications with the DevExpress Word Processing Document API for creating, reading, modifying, and...
devexpress-office-file-api-zip
Used to build .NET applications with the DevExpress Zip Compression and Archive API for creating, reading, and...
planetscale-safe-orchestrator
Master skill that runs the full PlanetScale safe best-practices assessment — inventory, engine review, Insights,...
planetscale-readonly-inventory
Collect read-only evidence about PlanetScale org, database, branches, webhooks, backups, roles, Insights,...
planetscale-postgres-safety-review
Used to review PlanetScale Postgres for Traffic Control, query tags, roles, pg_strict, backups/PITR, private...
planetscale-webhook-automation-recommendations
Recommend webhook subscriptions and safe automation patterns for PlanetScale alerts, anomalies, schema recommendations,...
planetscale-mcp-agent-operating-model
Configure safe agent behavior around PlanetScale MCP, Insights, schema recommendations, and repository work without...
planetscale-change-gates-and-approval-contract
Enforce explicit approval gates for any PlanetScale, database, repository, credential, network, or automation mutation.
planetscale-autonomous-execution-mode
Execute approved PlanetScale changes end-to-end without per-step approval when the operator has explicitly acknowledged...
planetscale-pscale-cli-automation
Use the PlanetScale CLI (pscale) from automated agents with --format json, auth check, pscale sql, and per-command...
mysql
Plan and review MySQL/InnoDB schema, indexing, query tuning, transactions, and operations.
neki
Guidance for Neki, PlanetScale's distributed (sharded) Postgres.
postgres
PostgreSQL best practices, query optimization, connection troubleshooting, and performance improvement.
vitess
Vitess best practices, query optimization, and connection troubleshooting for PlanetScale Vitess databases.
planetscale-autonomous-execution-mode
Execute approved PlanetScale changes end-to-end without per-step approval when the operator has explicitly acknowledged...
planetscale-best-practices-matrix
A concise feature matrix for deciding which PlanetScale safety, observability, and automation recommendations apply by...
planetscale-change-gates-and-approval-contract
Enforce explicit approval gates for any PlanetScale, database, repository, credential, network, or automation mutation.
planetscale-codebase-sqlcommenter-instrumentation
Inspect an application repository connected to PlanetScale and recommend SQLCommenter-compatible query tagging packages...
planetscale-customer-report-template
Produce the final PlanetScale best-practices report after running the inventory and relevant review skills.
planetscale-mcp-agent-operating-model
Configure safe agent behavior around PlanetScale MCP, Insights, schema recommendations, and repository work without...
planetscale-postgres-safety-review
Used to review PlanetScale Postgres for Traffic Control, query tags, roles, pg_strict, backups/PITR, private...
planetscale-pscale-cli-automation
Use the PlanetScale CLI (pscale) from automated agents with --format json, auth check, pscale sql, and per-command...
planetscale-query-insights-and-tags
Use PlanetScale Insights and SQLCommenter-style query tags to attribute database load, identify risky queries, and...
planetscale-readonly-inventory
Collect read-only evidence about PlanetScale org, database, branches, webhooks, backups, roles, Insights,...
planetscale-safe-orchestrator
Master skill that runs the full PlanetScale safe best-practices assessment — inventory, engine review, Insights,...
planetscale-schema-recommendations-agent-loop
Safely triage PlanetScale schema recommendations and turn them into reviewed branches, migrations, issues, or pull...
planetscale-traffic-control-recommendations
Used to build a safe recommendation plan for PlanetScale Postgres Database Traffic Control budgets and rules without...
planetscale-vitess-safety-review
Used to review a PlanetScale Vitess database for safe migrations, deploy requests, schema recommendations, Insights,...
planetscale-webhook-automation-recommendations
Recommend webhook subscriptions and safe automation patterns for PlanetScale alerts, anomalies, schema recommendations,...
neki
Overview and information about Neki, the sharded Postgres product by PlanetScale.
admin-mcp-usage
Used when reporting on MCP tool usage — how many MCP calls were made over a period, which tools or methods were used...
browse-recognition-feed
Used when browsing the company recognition feed — seeing what recognition is happening across the company, filtering...
claim-incentive
Used when you want to claim a claimable award ("incentive") for yourself — a self-service achievement, milestone, or...
explore-org-chart
Used when exploring the reporting hierarchy, finding who someone reports to, listing a person's full management chain,...
find-unrecognized-employees
Used when a manager or admin wants to find employees who haven't received recognition recently, identify participation...
give-recognition
Use to give recognition to one or more colleagues (or a group) through Bonusly, and to edit or undo a recognition you...
manage-awards
Used when creating, updating, reviewing, or retiring custom awards — spot bonuses, peer awards, claimable achievements,...
manage-giving-balances
Used when checking a user's giving balance, granting a points boost or allowance, topping up someone's giving balance,...
my-redemptions
Used when someone wants to see their own reward redemptions — what they've redeemed, the status of a reward, where a...
offboard-employee
Used when an employee is leaving the company, deactivating or archiving a user, removing someone from Bonusly, or...
onboard-new-hire
Used when adding a new employee to Bonusly, creating a new user account, inviting a new hire, or setting up someone who...
one-on-ones
Used when a user asks about their one-on-ones or 1:1 meetings in Bonusly — including listing upcoming or past meetings,...
participation-report
Used when pulling a recognition participation report, checking giving or receiving rates by department, location, or...
process-redemptions
Used when reviewing or processing pending reward redemptions — approving, declining, fulfilling, or refunding custom...
recognition-history
Used when someone wants to see their own or a colleague's recognition history — what they've received, given, when they...
recognize-my-team
Used when a manager wants to recognize their direct reports, check who they haven't recognized recently, or send...
rewards-spend-report
Used when reporting on reward spend, pulling redemption totals or detail, checking how many points have been redeemed...
update-employee
Used when changing an existing employee's profile — reassigning their manager, moving them to a different department or...
agent-wallet-policy
View spending policy on a Circle agent wallet — per-transaction, daily, weekly, and monthly USDC caps via the `circle`...
fund-agent-wallet
Fund a Circle agent wallet with USDC via the `circle` CLI.
pay-via-agent-wallet
Used when the user wants to call a paid API, look something up online, search for data, get prices, odds, or stats, or...
recover-eco-funds
Recover USDC from a legacy Circle CLI Gateway `--method eco` deposit whose fixed refund recipient is the SCA's backing...
swap-tokens
Used to build browser or server token swaps with Circle App Kit or standalone Swap Kit.
unify-balance
Used to build browser or server unified cross-chain USDC balances with Circle App Kit or standalone Unified Balance Kit.
use-agent-wallet
Set up and manage a Circle agent wallet through the `circle` CLI.
use-arc
Provide instructions on how to build with Arc, Circle's blockchain where USDC is the native gas token.
use-circle-cli
Used when the user wants to do anything onchain with stablecoins, USDC, or Circle through a CLI — paying for APIs,...
use-circle-wallets
Choose and implement the right Circle wallet type for your application.
use-developer-controlled-wallets
Used to create and manage Circle developer-controlled wallets where the application retains full custody of wallet keys...
use-gateway
Integrate Circle Gateway to hold a unified USDC balance across multiple blockchains and transfer USDC instantly...
use-modular-wallets
Used to build crypto wallets using Circle Modular Wallets SDK with passkey authentication, gasless transactions, and...
use-smart-contract-platform
Deploy, import, interact with, and monitor smart contracts using Circle Smart Contract Platform APIs.
use-usdc
USDC is Circle's stablecoin deployed across multiple blockchain ecosystems including EVM chains (Ethereum, Base,...
use-user-controlled-wallets
Used to build non-custodial wallets where end users retain control of their private keys via Circle's user-controlled...
action
Used to manage incident action items from the terminal.
alert
Triage a Rootly alert by short ID.
announce
Draft a stakeholder-facing status update for an active incident, then post it after explicit confirmation.
ask
Ask natural language questions about incidents, on-call, services, and reliability data.
brief
Used to generate a concise stakeholder brief for an incident.
cover
Offer to cover someone else's on-call shift.
deploy-check
[experimental] Evaluate deployment risk by analyzing code changes against incident history, active incidents, and...
handoff
Used to prepare an incident or on-call handoff document.
lookup
Look up a service, team, or catalog entity in Rootly.
my
Personal Rootly dashboard.
oncall
Show current on-call status, shift metrics, and health indicators for your team.
respond
[experimental] Investigate and respond to a production incident.
retro
[experimental] Generate a structured post-incident retrospective from incident data.
setup
Set up the Rootly plugin.
status
Show a compact service health overview including active incidents by severity.
swap
Request someone to cover one of your upcoming on-call shifts.
trend
Reliability trend summary for a service, team, or the whole org.
chart-alerts
Guide for creating and managing Better Stack chart alerts.
chart-generation
Complete reference for chart types, units, and settings on Better Stack dashboards.
chart-styling
Better Stack chart styling and advanced settings reference - series colors and order, number chart coloring thresholds,...
collector-queries
Proven metrics queries for Better Stack Collector sources (the source tool's Platform "Collector") - per-host node_*...
connect-betterstack
Connect the Better Stack MCP server and check that it works.
dashboard-builder
Guide for building Better Stack dashboards.
dashboard-layout
Definitive guide for Better Stack dashboard layout — grid system, layout rules, row templates, planning process,...
errors-query
Load BEFORE querying Better Stack exception or error-pattern data with SQL - exception counts, trends, first/last...
grafana-import
Import Grafana dashboards from grafana.com templates.
health-check
Quick health assessment of servers or services (databases, webservers) from their Better Stack telemetry.
investigate-incident
Investigate a Better Stack incident, alert or outage report end to end.
logs-query
MUST load BEFORE writing any Better Stack logs or web-events SQL query.
map-hierarchy-charts
Query shapes and settings for Better Stack map_chart (geographic map) and hierarchy_chart (host map hexagons).
metrics-query
MUST load BEFORE writing any Better Stack metrics SQL query.
spans-query
MUST load BEFORE writing any Better Stack spans/traces SQL query.
uptime-monitors
Reference for Better Stack Uptime monitors and escalation policies — monitor types, valid configuration values, how...
catalyst-basics
Core Catalyst project setup — directory structure, environments, CLI commands, and all Catalyst IDs (Project ID, ZAID,...
catalyst-by-zoho
Expert coding assistant for Catalyst by Zoho — Zoho's full-stack serverless cloud platform.
catalyst-nosql
Catalyst NoSQL — key-value table store with typed items built via NoSQLItem builder.
catalyst-pricing
Catalyst pricing — free tier limits, pay-as-you-go rates, GB-seconds calculation, and cost estimation for functions,...
catalyst-sdk
Catalyst SDKs — initialization patterns, service access, and method reference for Node.js, Web (browser), Python, Java,...
catalyst-signals
Catalyst Signals — event-driven architecture platform for near-instantaneous communication between decoupled...
catalyst-smartbrowz
Catalyst SmartBrowz — browser automation and document generation service.
catalyst-stratus
Catalyst Stratus — object storage service with upload/download, signed URLs, and multipart upload support.
catalyst-zia
Catalyst Zia Services and QuickML — OCR, Face Analytics, Text Analytics, Object Detection, Barcode Scanner, Content...
datarobot-agent-assist
Used when the user wants to design, build, code, simulate, or deploy an AI agent (not a predictive model) to DataRobot;...
datarobot-agent-assist-build
Used when the user wants to design, build, code, or deploy an AI agent on DataRobot; mentions agent_spec.yaml, dress...
datarobot-agent-assist-simulate
Used when the user wants to adversarially test, evaluate, or harden an implemented AI agent before deployment; mentions...
datarobot-agent-llm-selection
Used when the user wants to configure LLM integration for a DataRobot agent application.
datarobot-app-framework-cicd
Guidance for setting up CI/CD pipelines for DataRobot application templates using GitLab, GitHub Actions, and Pulumi...
datarobot-data-preparation
Tools and guidance for data upload, dataset management, data validation, and preparing data for DataRobot projects.
datarobot-discover
Used when the user wants to find DataRobot capabilities — skills, MCP servers, agents, or platform resources — for a...
datarobot-external-agent-monitoring
Instrument any external or existing AI agent with OpenTelemetry to send traces, logs, and metrics to DataRobot for...
datarobot-feature-engineering
Guidance for feature engineering, feature discovery, feature importance analysis, and understanding DataRobot's...
datarobot-model-deployment
Tools and guidance for deploying DataRobot models, managing deployments, configuring prediction environments, and...
datarobot-model-explainability
Tools and guidance for model explainability, prediction explanations, feature impact analysis, SHAP values, SHAP...
datarobot-model-monitoring
Tools and guidance for monitoring model performance, tracking data drift, managing model health, and detecting...
datarobot-predictions
Tools and guidance for making predictions with DataRobot deployments, including real-time predictions, batch scoring,...
datarobot-setup
Sets up DataRobot for local development including Python SDK, dr-cli, Agent Assist, and all required dependencies.
formio-api
Comprehensive Form.io API reference — every endpoint in the Form.io API Postman collection across platform admin,...
formio-mcp-setup
Connects the Form.io MCP server (`@formio/mcp`) to whatever coding agent is running, so the Form.io skills have tools...
asd-ste100
Used when writing technical procedures, instructions, warnings, maintenance manuals, or any text where every reader...
business-writing
Used to write executive-grade business communication with BLUF (bottom line up front), active verbs, and zero buzzwords.
corporate-communication
Used to write internal corporate communications — announcements, org changes, policy updates, launch messages — with...
google-dev-docs
Used when writing API documentation, READMEs, tutorials, reference guides, error messages, or any technical content for...
gov-uk-style
Used when writing public-facing content, government or civic communication, help pages, policy summaries, or content...
journalism-ap
Used to write news, press releases, and journalistic content to the Associated Press Stylebook essentials —...
orwells-rules
Apply George Orwell's 6 rules for clear, honest, and unpretentious writing from "Politics and the English Language"...
plain-language
Used to write in plain language per the US Plain Writing Act of 2010 and the Plain Language Action Network.
scott-adams
Used when the user wants to simplify prose, prune extra words, craft high-curiosity opening hooks, write punchy short...
scrape-analyze-page
Extract structured data (all available fields with values) from a page saved locally as an HTML file, optionally...
datahub-lineage
Used when the user wants to explore lineage, trace data dependencies, perform impact analysis, find root causes, map...
datahub-quality
Used when the user wants to manage data quality in DataHub: create or run assertions, check assertion outcomes, raise...
datahub-search
Used to search and explore the DataHub Cloud data catalog — find datasets, dashboards, pipelines, columns, owners,...
datahub-setup
Verify and troubleshoot the DataHub Cloud connection — confirm the MCP server is reachable, authentication is working,...
datahub-sql-workflow
Ground text-to-SQL work in DataHub catalog evidence.
datahub-evals
Used to run DataHub's saved evals and report answers for judging.
datahub-mfe-configure-app
Configure a DataHub instance to load and display a Micro Frontend (MFE) app.
datahub-mfe-create-app
Scaffold a new DataHub Micro Frontend (MFE) app with all boilerplate files.
datahub-sql-workflow
Ground text-to-SQL work in DataHub catalog evidence.
using-datahub
This skill provides routing guidance for all DataHub interaction skills.
build-sequences
Builds and runs email outreach sequences end to end — create a sequence, add follow-up steps and message templates, add...
check-usage
Reports the Hunter account's plan, remaining credits, and usage.
company-enrichment
Retrieves detailed company information including industry, size, location, and description from a domain name.
company-lists
Saves companies and organizes them into Hunter company lists — save a company, add/remove companies to lists, create...
discover
Finds companies matching criteria (industry, size, location, technologies), estimates how many contacts exist across...
domain-search
Finds all publicly available email addresses and contacts at a company domain.
email-finder
Finds a professional email address from a person's name and company domain.
email-verifier
Verifies whether an email address is deliverable by checking DNS and SMTP records.
lead-lists
Creates and organizes Hunter leads lists — build a list from contacts or a search, populate it, merge lists, favorite...
manage-leads
Manages individual leads in Hunter — create, look up, update, or delete leads, tag them, and set custom attributes.
person-enrichment
Retrieves detailed information about a person from their email address, including name, position, company, and social...
prospecting
Runs end-to-end B2B prospecting by chaining company discovery, contact search, email verification, and enrichment.
push-to-crm
Pushes Hunter leads to a connected CRM (e.g.
agent-evaluation
Use this when you need to EVALUATE OR IMPROVE or OPTIMIZE an existing LLM agent's output quality - including improving...
analyzing-mlflow-session
Analyzes an MLflow session — a sequence of traces from a multi-turn chat conversation or interaction.
analyzing-mlflow-trace
Analyzes a single MLflow trace to answer a user query about it.
build-a-scorer
Help the user choose, create, iterate, or align MLflow judges and scorers for an agent, RAG app, LLM app, or GenAI...
debug-agent
Root-causes AI agent failures from MLflow traces without requiring a code change, regression suite, scorer, or...
fix-agent-issue
Used to fix or change an AI agent's behavior using MLflow traces and regression tests.
instrumenting-with-mlflow-tracing
Used to add or repair MLflow tracing in Python or TypeScript applications, including tracing required for evaluation.
mlflow-agent
Master dispatcher for all MLflow workflows.
querying-mlflow-metrics
Fetches aggregated trace metrics (token usage, latency, trace counts, quality evaluations) from MLflow tracking servers.
retrieving-mlflow-traces
Retrieves MLflow traces using CLI or Python API.
sagemaker-mlflow
Connect to SageMaker Managed MLflow (mlflow-app or mlflow-tracking-server ARN) as an MLflow backend, then hand off to...
searching-mlflow-docs
Searches and retrieves MLflow documentation from the official docs site.
qt-canvas2d
Applies Qt Canvas2D (QtCanvas2D / Qt Canvas Painter, Qt 6.12+) best practices when producing or working with Canvas2D...
qt-cmake-project
Use to generate or update Qt 6 CMake projects or edit CMakeLists.txt, add sources/resources or define targets...
qt-cpp-docs
Generates standalone Markdown reference documentation for any Qt/C++ source files — Qt Widgets classes, Qt Quick...
qt-cpp-review
Invoke when the user asks to review, check, audit, or look over Qt6 C++ code — or suggest before committing.
qt-figma-component-generation
Extract component metadata from a Figma design system and generate production-ready QML controls.
qt-figma-token-extraction
Extract design tokens, text styles, and variables from a Figma design system and produce a design-tokens.json plus...
qt-qml
Applies QML best practices when producing or working with QML source code.
qt-qml-docs
Generates standalone Markdown reference documentation for QML components and applications.
qt-qml-review
Invoke when the user asks to review, check, audit, or look over Qt6 QML code -- or suggest before committing.
qt-qml-test
Generates Qt Quick Test cases (TestCase, SignalSpy, tryCompare) for QML components.
qt-qml-test-run
Builds and runs Qt Quick Test (qmltestrunner / CTest) for a QML project, then writes a Markdown report.
qt-ui-design
Used to design or audit UI for Qt/QML, Qt projects, web, or embedded MPU or MCU targets.
fba-inbound-management
Guides a seller end-to-end through sending inventory to Amazon's fulfillment network: creating an inbound plan,...
finance-month-end-closer
Closes and reconciles a seller's completed Amazon month: it retrieves the monthly activity, the settlements overlapping...
invite-secondary-users
Helps the account owner, an administrator, or a permissions manager of a Seller Central account invite their secondary...
listing-compliance
Pre-flight compliance gate before any listing write.
seller-analytics
Answers a seller's business-performance questions — inventory health, traffic, and sales — by querying the Amazon...
support-case-helper
Guides an Amazon seller (Seller Central) who has a Selling Partner account or selling issue to the right Amazon support...
airwallex-ai-provider-card-mit
Used to guide an end-to-end implementation plan document for card-only Airwallex Payments flows used by AI providers...
airwallex-dropin
Used to generate Airwallex Drop-in Element integration code.
airwallex-hpp
Used to generate Airwallex Hosted Payment Page (HPP) integration code.
airwallex-kyc
Used to generate Airwallex Connected Account KYC onboarding integration code.
airwallex-split-card
Used to generate Airwallex Split Card Element integration code.
allium-investigation
Investigate an onchain entity, protocol, market, or wallet question with Allium.
bridge-analysis
Methodology playbook for analyzing cross-chain bridge and messaging-protocol data on Allium — CCTP, LayerZero,...
dashboard-design
Used to build and update Allium Explorer dashboards with set_dashboard.
data-matching
Match an analytical question to the right Allium table, metric, dashboard, or realtime endpoint.
dex-analysis
Methodology playbook for analyzing DEX/AMM trade, liquidity, and pricing data on Allium — Uniswap, PancakeSwap,...
explorer-visuals
Attach charts to Allium Explorer queries.
lending-analysis
Methodology playbook for analyzing DeFi lending protocol data on Allium — Aave, Morpho, Fluid, Euler, Maple,...
product-guide
Guide to Allium's four core products: Explorer, Realtime APIs, Datastreams, and Datashares.
rwa-analysis
Methodology playbook for analyzing tokenized real-world assets (RWA) on Allium — tokenized treasuries, money market...
sql-optimization
**Required reading before writing or running any SQL.** Patterns for Snowflake query performance and chain-specific...
stablecoin-analysis
Methodology playbook for analyzing stablecoin volume, supply, holders, and geographic usage on Allium — USDC, USDT,...
cli
How to use the Appwrite CLI well.
dart
Appwrite Dart SDK skill.
dotnet
Appwrite .NET SDK skill.
go
Appwrite Go SDK skill.
kotlin
Appwrite Kotlin SDK skill.
php
Appwrite PHP SDK skill.
python
Appwrite Python SDK skill.
ruby
Appwrite Ruby SDK skill.
rust
Appwrite Rust SDK skill.
swift
Appwrite Swift SDK skill.
typescript
Appwrite TypeScript SDK skill.
verify-recent-trace
Used to find a recent trace in Honeycomb, to see what happened in a recent test.
blob-storage
Used when a val needs simple key/value persistence — JSON documents, cached responses, uploaded files, or binary assets.
client-side-js
Used when a val needs to ship JavaScript that runs in the browser — React apps, vanilla DOM scripts, canvas/games,...
create-skill
Used when the user wants to persist a preference, skill, or knowledge.
cron-and-intervals
Used when building a val that runs on a schedule — periodic jobs, recurring tasks, polling, cron jobs, monitoring,...
Used when a val sends email, receives email, or is triggered by an incoming email.
http-endpoints
Used when building an HTTP val — a web endpoint, API route, webhook receiver, or any val that responds to HTTP requests.
oauth
Used when a val needs to require login with a Val Town account — gating routes behind authentication, identifying the...
react-ui
Used when building any val with a user interface — dashboards, web apps, landing pages, forms, admin tools, anything...
restricted-access
Used when a val's HTTP endpoints should not be open to the whole internet — limiting an app to a team, understanding...
sqlite-storage
Used when a val needs to store structured or relational data.
third-party-integrations
Used when a val talks to an external service — Slack, Discord, Telegram, Stripe, GitHub, Gmail, Google Sheets,...
auth-review
Static security review for authentication and authorization vulnerabilities.
descope-auth
Integrate Descope authentication into applications.
descope-byos-builder
Used when building React "Bring Your Own Screen" (BYOS) custom UI on top of a Descope flow — takes exported flow JSONs,...
descope-fga-schema
Author, edit, or apply a Descope FGA schema using the ReBAC/ABAC DSL.
okta-cis-to-descope
Used when anyone asks about migrating from Okta Customer Identity Service (CIS) to Descope — whether they're a...
pingone-to-descope
Used for migrations from PingOne for Customers / PingOne CIAM to Descope.
comparisons
How to structure A vs B comparisons in Fullstory — when to use dimensionality (event/session properties) vs separate...
friction-analysis
Finds where users struggle on a page or flow and whether a suspected problem is real.
general-analysis
Fullstory analytics workflow — the default way to answer any question about user behavior.
session-review
Used when diagnosing user-reported issues, investigating bugs, analyzing user behavior, or validating UI correctness...
sightmap-authoring
Used when building or maintaining a sightmap corpus — defining components, authoring .sightmap/ YAML, seeding from a...
sightmap-browser
Used when driving a live browser session with a sightmap — starting or navigating a Chrome session, taking annotated...
subtext-privacy
Privacy rule management — detect PII in sessions and manage element-block, URL, and network privacy rules.
subtext-review
Used to review a completed Subtext session and produce a structured summary.
subtext-session
Session replay tools for analyzing Fullstory session recordings.
subtext-setup-plugin
Used to install the Subtext plugin and verify the MCP server is connected.
subtext-shared
Foundation skill for the Subtext plugin.
subtext-sightmap
Connect a project's .sightmap/ corpus to Subtext session review — maintain it with the bundled sightmap skills and...
subtext-telemetry
Workflow telemetry logging — record AI-reported workflow milestones (currently the onboarding flow) for funnel analysis.
subtext-using-subtext
Overview of the Subtext plugin — when to reach for session review vs privacy tools.
crossbeam-api-guide
Routes any "how do I get Crossbeam data into X" question to the right access method — REST API, Webhooks/Signals, the...
crossbeam-co-sell-copilot
Help a rep win, unblock, or break into an account by bringing in the right partner — find who can help, work out the...
crossbeam-ecosystem-prospecting
Turn your partner ecosystem into a ranked, reasoned prospecting list — find the prospects worth working now, why each...
ecosystem-informed-account-brief
Produce a structured account brief enriched with Crossbeam's ecosystem intelligence and signals — partner overlap,...
ecosystem-informed-outreach-writer
Drafts rep-quality outbound emails and 1, 3, or 7-email sequences for any sales, partnerships, or GTM motion (cold,...
ecosystem-powered-pipeline-prioritization
Scans a configured list of accounts for Crossbeam ecosystem intelligence and signals — partner deal activity, overlap...
elg-advisor
Give actionable ecosystem-led growth (ELG) and partner strategy recommendations to anyone — built on ELG frameworks...
linkedin-partner-contact-search
Used to find the right people on LinkedIn through an ecosystem-led-growth (ELG) lens — net-new prospects matching an...
partner-alignment-outreach
Turn recent closed-won deals into partner-alignment outreach.
partner-pitch-builder
Extract and organize the value a company offers to prospective PARTNERS — the "why partner with us" case — into a...
architecture
Answer questions about how the organisation's own systems are built and run — what a system is, who owns it, where it...
architecture-author
Used to write and maintain architecture docs — the documents that say what each system is, where it runs, what it...
doctor
Used to review the health of your incident.io agent estate — plugins, skills, connections — and say what to fix,...
extensions
Set up, explain and troubleshoot incident.io extensions: the plugins of skills and the connectors (MCP servers, HTTP...
incidents
Reading and changing incidents in incident.io: status, severity, roles, fields, updates, channel messages and the AI...
on-call
Who is on call in incident.io and how they get paged: schedules, rotas and shifts, overrides, cover requests,...
talking-to-the-user
How the incident.io skills speak to the person in the session: what the user hears and what goes in the record, ending...
telemetry
Query an organization's observability data — logs, metrics, traces, profiles, dashboards, Kubernetes, SQL databases —...
build-quickbooks-app
Used to build or integrate QuickBooks through Intuit Developer Platform.
connect-to-intuit-developer-platform
Connect Claude Code or Codex to Intuit Developer Platform and diagnose platform-session access.
analyze-payroll-cost
Used to analyze QuickBooks Payroll cost, payroll spend changes, top-paid employees, pay item drivers, and practical...
chase-overdue-invoices
Send payment reminders for invoices with tone matched to aging.
email-to-estimate-invoice
Turn a customer email thread into a ready-to-send QuickBooks estimate or invoice.
industry-benchmark
benchmark the user's CONNECTED QuickBooks company against industry peers using their QuickBooks financial data.
lending
QuickBooks Capital small-business financing: QuickBooks Term Loan, Line of Credit, Intuit Business Credit Card (issued...
payroll-employee-onboarding
Onboard a new hire into QuickBooks Payroll from user-provided details or onboarding source files such as offer letters...
payroll-help
Answer read-only QuickBooks Payroll lookup and setup questions using connected company payroll data.
set-base-pay
Set, view, or change employee base pay (salary or hourly rate) in QuickBooks Payroll.
setup
Connect and troubleshoot QuickBooks for this plugin.
build-native-image-gradle
Used to build GraalVM native images using Gradle Native Build Tools.
netsuite-ai-connector-instructions
NetSuite Intelligence skill — teaches AI the correct tool selection order, output formatting, domain knowledge,...
netsuite-owasp-secure-coding
Platform-agnostic OWASP secure coding practices with JavaScript/Node.js patterns and NetSuite SuiteScript examples.
netsuite-sdf-project-documentation
Used to generate enterprise-grade documentation for NetSuite SDF projects.
netsuite-sdf-roles-and-permissions
Used when generating or reviewing NetSuite SDF permission configurations such as customrole XML, script deployment...
netsuite-suitescript-records-reference
SuiteScript records and fields reference.
netsuite-suitescript-upgrade
SuiteScript 1.0, 2.0, and 2.x to 2.1 migration assistant.
netsuite-uif-spa-reference
Used when building, modifying, or debugging NetSuite UIF SPA components.
apex
Oracle APEX skills for Oracle APEX application development.
db
Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance,...
ory-auth-setup
Set up a complete authentication system using Ory Network with Ory Elements as the UI layer.
ory-build-agent
Used to build your own AI agent that authenticates the user, authorizes every tool call against Ory Permissions, and...
ory-build-integration
Wire an Ory Network integration into your own application using the ory/integrates template patterns.
ory-contribute-integration
Author a new Ory Network integration as a contribution to the public ory/integrates repository.
ory-local-dev
Used to run a local Ory stack (Kratos identity, Keto permissions, Hydra OAuth2, gateway on :4000) for building and...
ory-login-flow
Used to build login, registration, account recovery, email verification, and account settings pages using Ory Elements.
ory-permissions-onboarding
Onboard native agent-tool authorization with default allow and explicit deny overrides.
ory-social-login
Configure social login (OAuth2/OIDC) providers — Google, GitHub, Apple, Microsoft, Discord, Slack, GitLab, Facebook —...
ory-temporal-worker
Scaffold a [Temporal](https://temporal.io) TypeScript worker where every Activity execution is gated by Ory — the user...
pandadoc-approval-send
Used to create a document from a template and route it through its internal approval chain — read the approval steps,...
pandadoc-contract-register
Used to build a register of signed contracts with their key terms — counterparty, dates, value and negotiated...
pandadoc-engagement-tracker
Track per-recipient signing progress across documents that are out — who has signed, who has not, in what order, and...
pandadoc-followup-list
Sweep documents that are still out for signature, rank them by how long they have been waiting and what they are worth,...
pandadoc-invoice-handoff
Turn a signed quote or proposal into an invoice — find quotes that completed and have not been invoiced yet, reuse...
pandadoc-nda-fast-send
Send a standard NDA to a counterparty in one motion — find the right NDA template, prefill the counterparty, make sure...
pandadoc-onboarding-agreement
Used to generate an onboarding or employment document from a template with the new joiner's details prefilled, make...
pandadoc-quote-builder
Used to build a priced PandaDoc quote or proposal from a template — fill the pricing table and variables, verify the...
pandadoc-renewal-radar
Digest of signed contracts approaching renewal or expiry, with counterparty, value and days remaining.
pandadoc-signing-velocity
Used to build a signing pipeline report — status counts, average time to sign, value in flight, and documents that are...
assets
Upload, list, or delete TwelveLabs assets — generic reference files (images or videos) used by entities and...
async-analyze
Asynchronously analyze a video — by URL, local file path (auto-uploaded), asset ID, or base64 — no prior indexing...
embed
Create, check, and retrieve video embeddings.
entity-search
Set up and search for specific people or objects in videos using entity search.
image-search
Used to search videos using an image combined with text for refined results.
index
Index video files or URLs for AI search and analysis.
list
List indexed videos and available indexes.
search
Used to search indexed videos using natural language.
status
Used to check the status of video indexing tasks.
sync-analyze
Synchronously analyze a video to understand its content.
agent-email-patterns
Architecture patterns for AI agents that communicate over email -- why agents need dedicated inboxes rather than human...
agentmail
Used to build with the AgentMail TypeScript or Python SDK for inbox, message, thread, draft, attachment, domain,...
agentmail-cli
Operate AgentMail from a shell with the official CLI.
agentmail-mcp
Configure or troubleshoot the hosted AgentMail MCP server for Codex, Claude Code, Cursor, Claude.ai, ChatGPT, or...
agentmail-toolkit
Used to add AgentMail tools to agent frameworks with the TypeScript or Python AgentMail Toolkit.
amazon-location-service
Integrates Amazon Location Service APIs for AWS applications.
amplify-workflow
Orchestrates AWS Amplify Gen 2 workflows for building full-stack apps with React, Next.js, Vue, Angular, React Native,...
api-gateway
Build, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket).
aws-lambda
Design, build, deploy, test, and debug serverless applications with AWS Lambda.
aws-lambda-durable-functions
Used to build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state...
aws-lambda-microvms
Build, run, debug, and operate applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable...
aws-serverless-deployment
AWS SAM and AWS CDK deployment for serverless applications.
deploy
Deploy applications to AWS.
dataset-evaluation
Validates dataset formatting and quality for SageMaker model fine-tuning (SFT, DPO, or RLVR).
directory-management
Manages project directory setup and artifact organization.
finetuning
Generates code that fine-tunes a base model using SageMaker serverless training jobs.
finetuning-technique
Selects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against the...
hyperpod-cluster-debugger
Diagnose and remediate cluster-wide HyperPod (EKS or Slurm) problems — creation / deployment failures (CloudFormation,...
hyperpod-issue-report
Used to generate comprehensive issue reports from HyperPod clusters (EKS and Slurm) by collecting diagnostic logs and...
hyperpod-node-debugger
Diagnose and remediate per-node issues on a HyperPod cluster (EKS or Slurm) — a specific node is unhealthy,...
hyperpod-performance-debugger
Diagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and poor...
hyperpod-slurm-debugger
Diagnostic-only skill for Slurm scheduler and node-daemon issues on Amazon SageMaker HyperPod Slurm clusters.
hyperpod-ssm
Remote command execution and file transfer on SageMaker HyperPod cluster nodes via AWS Systems Manager (SSM).
hyperpod-version-checker
Used to check and compare software component versions on SageMaker HyperPod cluster nodes - NVIDIA drivers, CUDA...
model-deployment
Generates code that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or...
model-evaluation
Generates python code that evaluates SageMaker models.
model-selection
Selects a base model for the user's use case by querying SageMaker Hub.
sdk-getting-started
Validates the user's environment for SageMaker AI operations — checks SDK version, AWS region, and execution role.
use-case-specification
Creates a reusable use case specification file that defines the business problem, stakeholders, and measurable success...
cao-learning
Report task outcomes and distill lessons so the team improves across runs — report_outcome after each unit of work,...
cao-supervisor-protocols
Supervisor-side orchestration patterns for assign, handoff, and idle inbox delivery in CAO
mcp-apps-builder
Equip the agent with the official Model Context Protocol "MCP Apps" builder Agent Skills (create-mcp-app,...
prompt-library-for-startups
AWS-curated copy-paste prompts for AI coding agents (MVP scaffolding, RAG chatbot with Claude on Bedrock, security...
bitmovin-encoding-live
Guide a user through creating and starting a Bitmovin live encoding (RTMP, redundant RTMP, SRT, or a custom-built...
bitmovin-encoding-vod
Guide a user through creating and starting a Bitmovin VOD encoding (H.264 per-title, H.264 fixed ladder, AV1 per-title...
bitmovin-observability-ad-report
Snapshot-style ad operations report for a Bitmovin Analytics license.
bitmovin-observability-collector-integration
Integrate the Bitmovin Observability (Analytics) collector into any video player on any platform.
bitmovin-observability-root-cause-analysis
Root-cause analysis for a video QoE metric that moved — startup time, rebuffer ratio, error rate, bitrate,...
brand
Give anything shown beyond plain prose the Greenhouse look: markdown tables, SVG and Mermaid diagrams, charts, HTML...
candidate-debrief
Compile an evidence brief for one candidate from Greenhouse scorecards, then record the decision you state as a note or...
candidate-status
Locate a candidate across Greenhouse applications: req, status, stage k of n, days since activity, scorecards in and...
configure
Set up the Greenhouse plugin: check the connection, match your Greenhouse user, list your open reqs, show which skills...
daily-brief
Used to build a recruiter's morning brief from Greenhouse applications and scorecards: decisions waiting, scorecards...
interview-week
Show a recruiter's or coordinator's interview calendar from Greenhouse: the next 7 days of interviews by day and time...
pipeline-review
Used to review one req from Greenhouse applications and scorecards: funnel by stage, status word and risks with their...
scorecard-draft
Turn your own interview notes into a draft Greenhouse scorecard on the right candidate and interview kit, filed only...
source-review
Show where a req's Greenhouse applications came from and how far each source's applications got: applications per...
call-prep
Prepares a focused brief before a sales call or meeting.
contact-lookup
Pulls a full view of a contact from HubSpot — deal status, lifecycle stage, last interaction, notes, tasks, and...
daily-brief
Generates a prioritised daily brief from HubSpot data plus any connected apps (calendar, email, Slack, meeting notes).
follow-up
Drafts a personalised follow-up or outreach email for a named contact, grounded in HubSpot deal context, recent notes,...
hubspot
Main HubSpot assistant and entry point for all CRM tasks.
import-contacts
Imports contacts into HubSpot from any source — a CSV file, a pasted list, or data from connected apps like Gmail.
log-call
Logs a call, meeting, or conversation against a HubSpot contact.
onboarding
Guided setup for a new or empty HubSpot portal.
pipeline-pulse
Quick pipeline snapshot — deals by stage, activity age, next step status, and closing timeline.
activity-insights
Used to analyze CRM activity data — rep performance, call and email volume, team activity breakdowns, and engagement...
automate-crm
Set up, view, and manage automations on monday CRM boards using natural language — no block IDs or technical knowledge...
daily-briefing
Start your day with a prioritized CRM briefing — works for any monday CRM setup: pipeline, contacts, accounts, leads,...
data-cleanup
Used to check your CRM board's health and clean up messy data — run a scored health check (missing fields, stalled...
forecast
Used to build a forecast dashboard in monday — committed, best-case, and pipeline views by close month, rendered as...
log-activity
Log calls, meetings, notes, and other activities to CRM item timelines — structured records with attendees, outcomes,...
meeting-to-deal
Turn meeting transcripts into deal updates — key points, commitments, and next steps posted to matching CRM deals...
run-sequence
Used to manage CRM sequences end-to-end — list, create, enroll contacts, activate/deactivate, duplicate, and track...
workspace-builder
Used to build a CRM workspace from scratch — describe your business and get boards, columns, and pipeline stages...
board-setup
Creates and configures monday.com boards with proper structure including groups, columns, and initial items.
docs-collaborator
Creates, reads, edits, and comments on monday.com docs - the rich-content surface inside monday for meeting notes,...
forms-builder
Creates and edits monday.com WorkForms - public intake forms that capture responses as new items on a backing board.
project-status-report
Generates structured project status reports from monday.com - a customizable AI work platform with dedicated products...
task-management
Creates, updates, assigns, and manages items across monday.com boards.
expose-localhost
Expose a local service to the public internet using ngrok.
ngrok-engine
Reference for ngrok's traffic model - what an endpoint is and what happens to traffic at the edge.
ngrok-setup
Get authenticated and ready to use ngrok on whatever surface the task needs - agent CLI, an SDK, or...
ngrok-surfaces
How to apply an ngrok endpoint and Traffic Policy on whichever surface the user is actually working in - the agent CLI...
provision-sandbox-access
Give every sandbox, container, device, or tenant its own isolated ngrok endpoint, provisioned programmatically at...
receive-webhooks
Receive and verify inbound webhooks from providers like Stripe, GitHub, Twilio, Slack, or Shopify and deliver them to a...
run-mcp-gateway
Expose an in-development MCP (Model Context Protocol) server for remote testing against AI model providers like Claude...
secure-endpoint
Put authentication, rate limiting, IP restrictions, header rules, or a custom response in front of an ngrok endpoint...
troubleshoot-ngrok
Diagnose and fix common ngrok errors and connection problems - offline endpoints (ERR_NGROK_3200), agent authentication...
accessibility-audit
Audit a website for WCAG 2.1 AA accessibility violations using automated scanning and Noibu traffic data, and...
build-business-context
Builds a rich business-context Markdown file (a CLAUDE.md / context.md) so Noibu skills and Claude stop hallucinating...
checkout-analysis
Used to analyze checkout performance and health using Noibu data.
product-analysis
Used to analyze product and collection performance using Noibu data.
querying-noibu-data
Required reference for calling `noibu_*` tools — field and measure semantics, query constraints (the `orderBy`...
segment-analysis
Used to analyze segment and traffic performance using Noibu data.
store-pulse
An instant, at-a-glance read on your store's health from the last 24 hours — with the option to save it as a live...
pinecone:assistant
Create, manage, and chat with Pinecone Assistants for document Q&A with citations.
pinecone:cli
Guide for using the Pinecone CLI (pc) to manage Pinecone resources from the terminal.
pinecone:docs
Curated documentation reference for developers building with Pinecone.
pinecone:full-text-search
Create, ingest into, and query a Pinecone full-text-search (FTS) document index using the graduated document-schema API...
pinecone:help
Overview of all available Pinecone skills and what a user needs to get started.
pinecone:mcp
Reference for the Pinecone MCP server tools.
pinecone:n8n
Used to build n8n workflows using the Pinecone Assistant node or Pinecone Vector Store node.
pinecone:query
Query integrated indexes using text with Pinecone MCP.
pinecone-assistant
Create, manage, and chat with Pinecone Assistants for document Q&A with citations.
pinecone-cli
Guide for using the Pinecone CLI (pc) to manage Pinecone resources from the terminal.
pinecone-docs
Curated documentation reference for developers building with Pinecone.
pinecone-full-text-search
Create, ingest into, and query a Pinecone full-text-search (FTS) document index using the graduated document-schema API...
pinecone-help
Overview of all available Pinecone skills and what a user needs to get started.
pinecone-mcp
Reference for the Pinecone MCP server tools.
pinecone-n8n
Used to build n8n workflows using the Pinecone Assistant node or Pinecone Vector Store node.
pinecone-query
Query integrated indexes using text with Pinecone MCP.
pinecone-quickstart
Interactive Pinecone quickstart for new developers.
rill-analysis
Overview of how to analyze data in a Rill project
rill-canvas
Detailed instructions and examples for developing canvas dashboard resources in Rill
rill-connector
Detailed instructions and examples for developing connector resources in Rill
rill-development
Overview of how to develop a Rill project
rill-explore
Detailed instructions and examples for developing explore dashboard resources in Rill
rill-metrics-view
Detailed instructions and examples for developing metrics view resources in Rill
rill-theme
Detailed instructions and examples for developing theme resources in Rill
block-kit
Used when a developer wants to build or validate Block Kit layouts for Slack messages, modals, or Home tabs: message...
create-slack-app
Used when a developer wants to create, scaffold, or bootstrap a new Slack app or agent from scratch with the Slack CLI.
deploy-slack-app
Used when a developer wants to deploy, host, or run a Slack app somewhere it keeps working after the local process...
test-slack-app
Used when a developer wants to test, try out, smoke-test, verify, or confirm that a Slack app built with the Slack CLI...
slack-api
Used when a developer asks which Slack Web API method does something, needs a method's OAuth scopes or token type,...
slack-docs
Used when answering a conceptual or how-to question about Slack platform features, or when asked to look up, fetch, or...
slack-messaging
Used when writing, drafting, scheduling, or improving a Slack message, announcement, or reply sent via the Slack MCP...
slack-search
Used when locating messages, files, channels, or people across Slack, or gathering context before answering, with the...
accounts
Discover Realize accounts and capture the account_id required by every other Realize MCP tool.
manage-campaigns
Used to create and update Realize campaigns, native + display items, and account-level conversion rules via the Realize...
optimize-campaign
Diagnose a Realize campaign that's underperforming or had a discrete performance event, and prescribe fixes.
reports
Pull Realize performance reports (CSV) and interpret them.
web-fallback
Answer in-scope Realize questions the plugin's own knowledge base does not cover, by looking the topic up in Taboola's...
agent-activity-log
Scaffold and operate an opt-in `Agent activity log` table that records what the agent did, decided, and got blocked on...
airtable-cli
Lists bases, reads and writes records, manages tables and fields, filters and searches data in Airtable via the...
airtable-filters
Builds Airtable filters parameters for the MCP tools that list or display records — field-type-aware comparison...
airtable-overview
Explains what Airtable is and how data is structured — bases, tables, fields, records, views, automations, and...
marketing-ops
Set up and run Airtable-based marketing operations workflows — request intake, campaign orchestration, creative...
product-ops
Set up and run Airtable-based product operations workflows — roadmap management, customer feedback synthesis, launch...
sales-ops
Set up and run Airtable-based sales operations and CRM workflows — pipeline management, account and renewal management,...
show-airtable-link
Provides a clickable Airtable link whenever the agent has touched user-visible Airtable content.
launchnotes-draft-from-work
Used when the user wants to turn shipped or in-progress work into a LaunchNotes announcement — e.g.
launchnotes-feedback-to-roadmap
Used when the user wants to turn reader feedback into roadmap items — e.g.
launchnotes-import-existing-changelog
Used when the user wants to bring an existing changelog or blog into LaunchNotes — e.g.
launchnotes-post-roadmap-update
Used when the user wants to post a progress update to a roadmap item's timeline and notify the people following it —...
launchnotes-release-recap
Used when the user wants to know how a published update or a release landed — e.g.
launchnotes-ship-the-roadmap
Used when a roadmap item is done and the user wants a full announcement for it and to advance it on the public roadmap...
launchnotes-style-your-page
Used when the user wants their public LaunchNotes page to match their brand — e.g.
launchnotes-use
MANDATORY prerequisite — load this skill before any other LaunchNotes skill, and before the first time you create,...
remote-api-auth
Authenticate to the Remote.com REST API and obtain access tokens for an integration.
remote-api-forms
Used to build and validate request bodies for Remote.com's dynamic JSON-Schema form endpoints - the schema-first...
remote-api-integration
Used to build integrations that call the Remote.com REST API (developer.remote.com) - global HR/payroll/EOR.
remote-api-webhooks
Receive and verify Remote.com webhooks in an integration.
remote-payroll-and-payslips
View payslips, salary history, and payroll breakdowns in Remote for employees and employers.
remote-reporting
Used to create and download reports via tools for employers.
remote-time-off-workflow
Submit, approve, decline, or cancel time-off requests, check leave balances, and manage public holidays in Remote.
buildkite-agent-runtime
This skill should be used when the user asks to "add an annotation", "upload artifacts from a step", "share data...
buildkite-api
This skill should be used when the user asks to "call the Buildkite API", "use the REST API", "write a GraphQL query",...
buildkite-cache
This skill should be used when the user asks to "set up Buildkite Cache", "cache dependencies between builds", "speed...
buildkite-cli
This skill should be used when the user asks to "trigger a build", "check build status", "watch a build", "view build...
buildkite-migration
This skill should be used when the user asks to "migrate to Buildkite", "convert pipelines from Jenkins", "convert...
buildkite-pipelines
This skill should be used when the user asks to "write a pipeline", "add caching", "make this build faster", "show test...
buildkite-preflight
Runs Buildkite CI builds against changes in the local working tree.
canva-branded-presentation
Used to create on-brand Canva presentations from an outline or brief.
canva-cli
Use the Canva CLI (`canva api`) for Canva REST API workflows with local files, scripts, and coding agents.
ui-development
Used to build UI pages and extensions for Falcon Foundry apps using React or Vue with the Shoelace design system and...
fusion-redirect
TRIGGER when user asks for a "standalone Falcon Fusion workflow" that needs NO Foundry app — just a trigger plus...
foundry-redirect
TRIGGER when the user asks to "build a Foundry app", "create a Foundry app", mentions manifest.yml, or needs a UI...
audit-hosting
Audit a Hostinger web hosting account (Shared, Cloud and Agency plans) and report what needs attention: every plan and...
connect-domain
Connect a custom domain to a website on Hostinger web hosting (Shared, Cloud or Agency plans) end to end: attach the...
deploy-to-hosting
Deploy an existing project to a website on Hostinger web hosting (Shared, Cloud or Agency plans) and keep it deployed:...
hostinger-headless
Build, connect, or iterate on a website hosted on Hostinger — provision hosting and a domain, optionally seed an...
maintain-wordpress
Keep WordPress sites on Hostinger web hosting updated and secure: checks core, plugin and theme versions, known...
migrate-to-hosting
Move an existing website from another host to Hostinger web hosting (Shared, Cloud or Agency plans) without downtime:...
troubleshoot-website
Diagnose and fix a website on Hostinger web hosting (Shared, Cloud or Agency plans) that is down, slow, erroring,...
jfrog
Interact with the JFrog Platform via the JFrog CLI, JFrog MCP server and REST/GraphQL APIs.
jfrog-reference-architecture
Guides JFrog Platform topology, sizing (RPM, t-shirt templates), deployment, multi-site use cases, SaaS vs...
knock-cli
Guidelines for working with the Knock CLI to manage workflows, templates, and other notification resources in a Knock...
knock-in-app-ui
Guidance for implementing Knock in-app UI in a web app, with a focus on setting up, rendering, and debugging Knock...
knock-lifecycle-opportunities
Scan a product codebase for activation, engagement, and retention moments and recommend lifecycle messaging...
knock-migrate-to-knock
Investigate existing messaging infrastructure in a codebase and recommend how it maps to Knock.
knock-notification-best-practices
Comprehensive guidelines for designing, writing, and implementing effective notification systems across email, push,...
knock-product-messaging-strategy
Used to design a cross-channel product messaging system that drives activation, engagement, and retention while...
knock-setup
Connect Knock to your coding agent, discover and build notification workflows, and recommend how to trigger them from...
client-attrition-risk
Finds the clients an advisor is quietly losing from their own book, ranking the households that have gone silent past...
client-behavioral-profile
Reads one advisory client or household two ways — a fast temperature check on whether they are cooling, steady or...
client-journey
Builds a client-ready Client Journey for one household — a five-stage lifecycle timeline marking where the family sits...
held-away-radar
Ranked pipeline of held-away asset opportunities from the advisor's own recent meetings — old 401(k)s, outside...
household-review-pack
Prepares an annual or semi-annual household review from the last 12 to 24 months — goals then versus now, what changed...
next-best-action
Deep single-household analysis naming the one highest-value next action and proving why — unused tax space, a closing...
tax-opportunity-scan
Builds a household's full tax opportunity picture from every analyzed meeting on record, across two horizons —...
automation-builder
Design, troubleshoot, and optimize marketing automations.
campaign-strategist
Plan, generate, edit, and troubleshoot email campaigns.
contact-operations
Used to manage contacts, lists, tags, segments, and custom fields.
deals-crm
Used to manage the sales CRM in ActiveCampaign — deals, pipelines, stages, deal notes, owner assignment, and custom...
deliverability-advisor
Diagnose and fix email deliverability issues.
reporting-analyst
Used to analyze campaign performance, automation results, email metrics, and engagement trends.
generate-status-report
Used to generate project status reports from Jira issues and publish to Confluence.
forge-app-builder
Plan, build, scaffold, or safely extend Atlassian Forge apps using current official documentation.
forge-app-review
Performs a lightweight pre-release readiness review of Atlassian Forge apps across manifest/module wiring,...
forge-cost-optimizer
Optimizes Atlassian Forge apps to reduce platform consumption and avoid unnecessary costs using Atlassian's "Optimise...
forge-debugger
Diagnoses and fixes issues in Atlassian Forge apps.
forge-security-review
Performs a white-box security review of Atlassian Forge apps using structured, Forge-specific security rules and...
ac360-capability-router
Routes Advisor Center workflow requests that belong in the web experience or cannot be completed by another loaded...
guided-benchmark-selection
Helps choose or confirm a benchmark subject for portfolio comparison.
guided-portfolio-builder
Builds, imports, modifies or clones portfolios after the advisor confirms the holdings and write action.
portfolio-observations-and-opportunities
Reviews returned portfolio opportunity checks, fund-health details, Funds to Explore, and approved follow-up links.
portfolio-review
Reviews a saved portfolio, household or model with Advisor Center analytics in three sections rendered inline in the...
wealth-projections
Explains modeled performance, projected wealth, methodology, advisory-fee treatment, and unsupported performance or...
clean-up-dropbox-content
Clean up Dropbox content by identifying obsolete, duplicate, temporary, or unwanted files and deleting only after...
collect-files-with-request
Create, inspect, and manage Dropbox file requests for collecting uploads from other people.
find-dropbox-content
Used to find Dropbox files and folders relevant to a user request.
inspect-dropbox-file
Inspect a Dropbox file or folder by checking metadata, shared links, and file content when needed.
organize-dropbox-folder
Organize Dropbox files and folders by creating folders, copying content, or moving content into a cleaner structure.
share-dropbox-content
Share Dropbox files or folders by creating shared links, inspecting existing shared links, or explaining current...
build-integration
Build, develop, and publish GitBook integrations — apps that run inside GitBook to add custom blocks, react to events,...
cr-review
Used to review GitBook change requests from Claude Code by calling the GitBook REST API directly with curl (no CLI) —...
write-openapi
Author, configure, structure, and troubleshoot OpenAPI/Swagger API reference documentation in GitBook.
a-getting-started
One-time setup and readiness check for the Leadfeeder plugin — confirms the account is configured, checks that ICPs...
add-to-pipeline
Tag a company and/or add it to a list in Leadfeeder.
daily-visitor-brief
Used to build a prioritised daily brief of website visitor companies from Leadfeeder, ranked by ICP fit and engagement...
find-my-buyer
Identify the best 1–5 contacts to reach out to at a named company, ranked by Buyer Persona fit and visit...
outreach-companion
Pull visit context and recent signals for a named contact or company and return structured talking points for outreach.
visitor-company-brief
Produce a deep, structured company brief on a single named company from Leadfeeder — firmographics, engagement history,...
enrich-contact
Look up a person and get their verified phone numbers, email, and company context.
lookalike-prospect
Used to find companies or contacts similar to a set of references, then enrich results with verified phone numbers.
outreach-research
Builds a reusable outreach positioning brief: what the user's company sells, to which personas, with what proof, and...
outreach-sequence
Drafts personalized B2B outreach (Email 1, optional Email 2 and 3, and LinkedIn copy) for contacts the user already...
prospect
Used to build a targeted list of contacts or companies from Lusha and return verified phone numbers alongside emails.
signal-prospect
Used to find companies or contacts triggered by a buying signal, then surface verified phone numbers for the right...
keep-a-list-live
Report what changed on a saved candidate list, and work the list.
leadership-change-sourcing
Used to find people whose position changed because a senior leader above them left or was replaced.
source-movable-talent
Source talent for an open position.
sumup
Implement SumUp checkout flows end-to-end.
sumup-best-practices
Pick the right SumUp integration path and apply security best practices.
sumup-debug
Troubleshoot common SumUp integration failures.
sumup-mcp
Use the SumUp MCP server (https://mcp.sumup.com/mcp) from Cursor, Claude Code, Codex, or any MCP-capable client.
sumup-testing
Set up and run SumUp sandbox tests.
upgrade-sumup
Guide for upgrading SumUp API versions and server/mobile SDKs (@sumup/sdk, sumup-go, sumup Python, PHP, Java, Rust,...
content-marketer
Battle-tested workflows for content marketing managers diagnosing landing page performance and analyzing paid promotion...
demand-gen
Battle-tested workflows for B2B demand generation managers connecting ad platform spend to website behavior and...
ecommerce-marketer
Battle-tested workflows for ecommerce marketers running paid acquisition campaigns where direct revenue attribution is...
field-marketer
Battle-tested workflows for field marketing managers running localized events and campaigns on tight timelines via the...
marketing-leader
Battle-tested workflows for marketing analytics and leadership work — quarterly executive overviews, multi-channel...
performance-marketer
Battle-tested workflows for performance marketers running paid campaigns on Google Ads, Facebook Ads, LinkedIn Ads,...
use-tinyfish
Use TinyFish for web search, fetching URLs, reading pages, current information, source-backed answers, research, docs,...
agent
Default browser automation and web automation agent: automate website tasks in a live cloud browser.
doctor
Diagnose and repair your TinyFish setup — MCP registration, auth, and connectivity.
feedback
File structured feedback about TinyFish — bug reports, confusing setup steps, missing features, or a doctor diagnostic...
fetch
Default, free way to read a webpage or any URL's actual content: fetch the full page as clean markdown, HTML, or...
monitor
Used to monitor website changes on any web page, or track a topic across the web over time.
search
Default, free web search that returns compact, structured results, faster and more token-efficient than built-in search.
mapsgl
This skill should be used when working with the Xweather MapsGL JavaScript SDK for the web (@xweather/mapsgl) — setting...
mapsgl-android
This skill should be used when working with the Xweather MapsGL Android SDK (mapsgl-android-sdk / com.xweather.mapsgl)...
mapsgl-apple
This skill should be used when working with the Xweather MapsGL SDK for Apple platforms (the MapsGL...
raster-maps
This skill should be used to build Xweather Raster Maps image URLs (maps.api.xweather.com) — either static map images...
weather-api
Used to build and run Xweather Weather API request URLs for data.api.xweather.com from plain-language requirements.
webhooks
This skill should be used to design, build, secure, or debug an Xweather Webhooks receiver — the push alternative to...
generate-oas
Used to generate a complete OpenAPI 3.0 (OAS) specification from an API codebase, a Postman or Insomnia collection, or...
apify-actor-development
Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing.
apify-actorization
Convert existing projects into Apify Actors - serverless cloud programs.
apify-generate-output-schema
Used to generate output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json) for an Apify...
apify-ultimate-scraper
Universal AI-powered web scraper for any platform.
apify-actor-development
Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing.
apify-actorization
Convert existing projects into Apify Actors - serverless cloud programs.
apify-generate-output-schema
Used to generate output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json) for an Apify...
apify-sdk-integration
Integrate Apify into an existing JavaScript/TypeScript or Python application using the apify-client package.
apify-ultimate-scraper
Universal AI-powered web scraper for any platform.
bug-triage
Triage open GitHub bug issues for Apify MCP server.
dig
Explore, analyze, plan, or spec features for the Apify MCP server.
apify-ads-intelligence
Research, spy on, and analyze ads across Meta (Facebook & Instagram), Google (Ads Transparency Center + paid search...
apify-ai-search-visibility-tracker
Track whether a brand and its competitors get cited or mentioned across Google AI Overviews, Google AI Mode, ChatGPT...
apify-audience-analysis
Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram,...
apify-brand-reputation-monitoring
Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook,...
apify-competitor-intelligence
Used to analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com,...
apify-content-analytics
Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube,...
apify-easy-competitive-intelligence
This skill should be used when the user asks to "analyze a competitor", "compare pricing", "competitive landscape",...
apify-ecommerce
Scrape e-commerce data for pricing, reviews, bestsellers, and seller discovery across 30+ platforms including Amazon,...
apify-financial-news
Discover and extract financial news for tracked portfolio companies across 33 verified Tier 1 sources (Bloomberg,...
apify-osint-threat-intel
Used when the user asks to "find CVEs for", "check if my domain is breached", "threat intel on", "OSINT on", "security...
apify-influencer-brand-collabs
Discover Instagram brand–creator partnerships by chaining Apify Actors.
apify-influencer-discovery
Used to find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance...
apify-lead-generation
Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google...
apify-link-prospecting-outreach
Used to find sites ranking for target keywords, score every prospect with Ahrefs domain authority and page-level...
apify-market-research
Used to analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across...
apify-public-registries
Look up official company data from European public registries across 11 countries/regions (CZ, SK, PL, DE, UK, NL, RO,...
apify-trend-analysis
Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content...
apify-verified-email-finder
Builds a list of verified business emails from Google Maps, Google SERPs, or a user-supplied URL list.
mcpc
Use the mcpc CLI to work with MCP (Model Context Protocol) servers from the shell - connect to a server as a persistent...
analytics
Instant sales analytics.
enrich-lead
Instant lead enrichment.
gtm-strategist
Turns a sales or pipeline goal into an opinionated, executable GTM play using Apollo.
prospect
Full ICP-to-leads pipeline.
sequence-load
Used to find leads matching criteria and bulk-add them to an Apollo outreach sequence.
aso-analysis
ASO performance for an app or collection — tracked-keyword positions and (gate-iv-gated) trends, category-rank trend,...
competitors
Used to find an app's real competitors in one region on one or both platforms, add the chosen ones to tracking, and...
using-appfollow
Always-loaded discipline for every AppFollow toolkit skill.
customerio
Customer.io MCP bootstrap.
customerio-design-studio
Customer.io Design Studio.
customerio-journeys
Customer.io Journeys.
customerio-pipelines
Customer.io Data Pipelines (CDP).
customerio-sdk
Customer.io SDK and app integration.
cypress-author
Creates, updates, and fixes Cypress tests (E2E/end-to-end and component tests).
cypress-cloud-cli
Runs the cy-cloud CLI to inspect Cypress Cloud organizations, projects, runs, specs, tests, failure screenshots, and...
cypress-docs
Used to search and extract Cypress information from official documentation (docs.cypress.io, cypress.io); prefer LLM...
cypress-explain
Explains Cypress tests (E2E and component tests), and answers questions about Cypress use and behavior.
cypress-tap
Drives a running Cypress open-mode session through `cypress tap` to run and rerun specs, wait for fresh results,...
aws-onboarding
Guide users through connecting their AWS source accounts to the Eon platform.
backup-policy-creation
Guide users through creating a backup policy in Eon: choosing the policy type, defining the resource selector,...
cost-explorer-query
Answer Eon customer questions about cloud-resource consumption — how many GB/month or USD/credits an account, project,...
gcp-onboarding
Guide users through onboarding their GCP cloud accounts to the Eon platform.
ransomware-remediation
Investigate ransomware, malware, and data-anomaly findings on Eon-protected resources, and build a remediation playbook...
entity-org-chart
Used to build an investment-entity org chart for a Juniper Square workspace — boxes and lines, with ownership...
investor-tearsheet
Prep a GP for an LP or prospect interaction with a source-attributed tearsheet.
jsq-report-render
Render kept, branded Juniper Square (JSQ) report deliverables in the output window — tearsheets, fundraise action...
juniper-square-data-model
Reference for the Juniper Square data model — the core objects (Contact, Account, Offering, Prospect, Subscription,...
offering-action-report
Used to build a single-offering fundraise ACTION report for a Juniper Square GP — a static HTML page that leads with...
create-test-run
Used to create a Kobiton test run from a test case or suite, then offer to monitor it.
datapoint-finder
Finds official Morningstar datapoint names using topic-organized buckets.
fund-comparison
Compares exactly 2 funds or ETFs using a structural-first Morningstar analysis.
fund-screener
Used when screening funds or ETFs by Morningstar category, ratings, fees, assets, returns, or risk.
fund-summarizer
Used when summarizing a fund or ETF with Morningstar ratings, returns, risk, holdings, fees, and caveats.
medalist-rating-analyzer
Used to analyze a fund's Morningstar Medalist Rating using live Morningstar MCP data.
drift-testing
Verifies API implementations against OpenAPI specifications using the Drift CLI, catching spec drift and supporting...
oas-generator
Generates an OpenAPI 3.x YAML spec from a provider codebase using ripwire when no spec exists.
openapi-parser
Parses complex OpenAPI specs and generates Drift test cases from them.
pact-coverage
Runs a coverage check to find which API operations, status codes, request body required fields, and response body...
pactflow
Expert assistant for PactFlow and Pact contract testing.
build-list
Used to build a list of people or companies by filtering on title, seniority, department, industry, company size,...
enrich-company
Look up a company profile by name, domain, LinkedIn URL, or ticker symbol, Returns a complete company profile that...
enrich-person
Look up a person's profile by name, email, phone, LinkedIn URL, NPI number, or name + employer.
prospect
Describe your ideal customer in plain English and get a ranked table of decision-makers with verified contact data
verify-email
Used to check whether an email address you already have is deliverable.
document-recommendation-suitability
Combine interaction evidence and current financial data into a complete record of the client context, recommendation,...
identify-clients-affected-by-change
Read an external change and determine which Wealthbox clients or prospects are likely to be affected and what follow-up...
manage-client-service-request
Convert a client request into a tracked, multi-step Wealthbox service process informed by the complete client...
orchestrate-onboarding-data
Used to build a verified onboarding data set from uploaded materials and connected systems, reconcile conflicting...
prepare-client-meeting
Used to create a concise, decision-ready briefing for an upcoming client or prospect meeting by synthesizing the...
connect
Connect a new source to Unstructured Foundation.
help
Explain what Unstructured Foundation can do, including commands and example asks.
manage
Open the Unstructured Foundation dashboard to manage connected sources.
search
User-viewable, user-invocable guidance for searching and reading Unstructured Foundation documents.
start
Start using Unstructured Foundation and choose the best next step.
using-workday-design
The shared look-and-feel for rendering Workday data as a page.
workday
Workday HR assistant for any question about the user's employer, workforce, or HR.
workday-agent-dialogue
Use after Workday routing has already selected an agent, before you send the agent message.
workday-onboard
Used to build the personal Workday onboard card.
workday-tools-only
Used when a Workday session has tools but cannot read MCP resources (no ListMcpResourcesTool or ReadMcpResourceTool).
you-discover
Plan how to build with You.com.
you-finance
Answer finance and market-data questions with the You.com `you-finance` MCP tool: stock prices, tickers, earnings,...
you-research
Multi-source research with citations using You.com.
mcp-generate-instructions
This skill should be used when the user asks to "generate accessibility instructions", "add axe instructions to my...
mcp-setup
This skill should be used when the user asks to "set up Axe MCP", "configure the Axe MCP Server", "install axe...
mcp-usage
This skill should be used whenever the Axe MCP Server tools (analyze, remediate) are available and the task involves...
customer-360
Used to build a comprehensive customer profile from Intercom data, including conversation history, account context, and...
install-cli
Used to install and authenticate the Intercom CLI (`@intercom/cli`) — a command-line tool for managing Intercom...
install-messenger
Used to install the Intercom Messenger on a website or web application with secure JWT-based identity verification.
intercom-analysis
Used to analyze Intercom conversations to identify support patterns, investigate customer issues, and look up contacts...
krea-generate
Use before any image, video, edit, or enhancement generation (beyond the simplest one-shot request) for model...
mp-review
Used to review a Mercado Pago integration with a local cross-cutting security checklist and official MCP quality tools...
mp-webhooks
Configure and validate Mercado Pago webhooks.
apm
Application Performance Monitoring and transaction analysis.
zapier-demo
Walk a new user through setting up their first Zapier action and running it live — the smallest possible win.
zapier-explore
Explore what Zapier MCP can do for the user — interview them about their role and the apps they live in, suggest...
zapier-onboard
Onboard a new user to Zapier MCP — introduce what it can do, walk through authentication, and route into the right flow...
zapier-status
Used to check the health of your Zapier MCP setup.
claimable-cloud
Provision a working Cloudinary cloud with no signup (a Claimable Cloud) when the user wants to build with Cloudinary...
cloudinary-docs
Looks up implementation details in the latest Cloudinary docs via the relevant llms.txt file.
cloudinary-transformations
Used to create and debug Cloudinary transformation URLs from natural language instructions.
create-toolset
Used when authoring or extending an Unreal Engine toolset, a class of static, AI-callable functions registered with...
unreal-mcp
Used to perform actions inside an Unreal Engine project via a live-editor MCP connection.
unreal-skill
Used when creating, editing, or reviewing an Unreal Engine Agent Skill, a named bundle of instructions registered with...
grafana-assistant-cli
Use the grafana-assistant CLI to interact with Grafana Assistant via A2A API.
grafana-cloud-mcp-tools
Connect to and use the Grafana Cloud MCP server effectively, including natural-language Grafana Assistant questions and...
grafana-mcp-tools
Install, configure, and use the Grafana MCP server effectively.
migrate-guide
Migrate a standalone guide or learning path to the Pathfinder package format by generating manifest.json (and...
adaptive-metrics
Cut Grafana Cloud Metrics cost by shrinking active-series count with Adaptive Metrics aggregation rules —...
admin
Used to manage Grafana Cloud accounts — organizations, stacks, RBAC roles and assignments, SSO/SAML/OAuth/GitHub auth,...
admission-control
Used when the user asks to "write a validator", "add validation", "implement admission control", "write a mutating...
alerting-irm
Configure Grafana Alerting, Incident Response Management (IRM), and SLOs end-to-end — provisions Grafana-managed and...
alloy
Used to build a unified telemetry pipeline with Grafana Alloy — one OpenTelemetry-compatible binary that collects...
app-observability
Get RED metrics + service maps + frontend RUM + AI/LLM monitoring out of Grafana Cloud — Application Observability...
app-sdk-concepts
Used when starting any grafana-app-sdk work — scaffolding a Grafana app, initializing a Grafana App Platform app,...
assistant-mcp
Connect AI coding agents (Claude Code, Cursor, VS Code, OpenAI Codex) to Grafana Cloud via the `mcp-grafana` Model...
audit-and-reduce-dependencies
Reduces JavaScript dependency footprint with pnpm while preserving lockfile, workspace layout, and dependency range...
beyla
Auto-instrument an application's HTTP / gRPC / DB traffic with Grafana Beyla eBPF — no code changes, no SDK, no restart.
check-npm
Audit a JavaScript/TypeScript repo's npm, yarn, or pnpm configuration for supply-chain hardening: tool version,...
cloud-integrations
Set up, configure, and troubleshoot Grafana Cloud integrations for AWS, Azure, and other cloud providers.
cost-management
Cut your Grafana Cloud bill by attributing spend to teams and reducing telemetry volume.
cue-kind-definition
Author CUE kind definitions for grafana-app-sdk apps - schemas, versioning, field constraints, named type definitions,...
dashboarding
Build, modify, and ship Grafana dashboards as JSON via the HTTP API — panel types (timeseries / stat / gauge / table /...
database-observability
Set up Grafana Cloud Database Observability for MySQL and PostgreSQL — enables `pg_stat_statements` / Performance...
datasources-provisioning
Used to generate a copy-paste Grafana data source provisioning file (YAML or Terraform) for any plugin from its...
dpm-finder
Used to find the Prometheus metrics that drive your Grafana Cloud bill.
fleet-management
Used to manage a fleet of Grafana Alloy collectors with Fleet Management — author Alloy pipelines once, target them via...
grafana-oss
Configure Grafana OSS — provisions dashboards from YAML, sets up data sources (Prometheus / Loki / Tempo / Pyroscope),...
grafana-scenes
Used to build Grafana plugin pages using the @grafana/scenes framework.
infrastructure
Ship Kubernetes, host, container, and cloud-provider telemetry into Grafana Cloud — `k8s-monitoring` Helm chart for K8s...
k6
Generate, validate, and review k6 test scripts — load, stress, spike, soak, smoke, breakpoint, functional, and protocol.
k6-cloud-investigate-test
Investigate a Grafana Cloud k6 test — describe the script, list run history, identify pass/fail status, pull raw metric...
k6-docs
Used to write or review k6 documentation across the three k6 repositories - k6-DefinitelyTyped (TypeScript types),...
k6-manage
Interact with Grafana Cloud k6 (GCk6) — manage load tests, test runs, scripts, projects, schedules, env vars, fetch...
k6-perf-test-website
Used when the user wants to performance-test, load-test, or stress-test a public website end-to-end with k6.
k6-test-maintenance
Maintain and improve existing k6 test scripts.
k6-trend-analysis
Used to analyze Grafana Cloud k6 test run trends over time.
loki
Grafana Loki log aggregation and LogQL query language.
loki-label-analyzer
Expert evaluator for Grafana Loki label strategy.
mimir
Stand up Grafana Mimir for horizontally scalable, multi-tenant, long-term Prometheus + OTLP metrics storage.
ml-ai
Turn on AI + ML features in Grafana Cloud — Grafana Assistant (NL → PromQL/LogQL/TraceQL, dashboard build, incident...
oncall-irm
Route alerts, run on-call rotations, and drive incidents in Grafana IRM / OnCall — integrations (Alertmanager / Grafana...
opentelemetry
Instrument any app with OpenTelemetry and ship metrics / logs / traces to Grafana Cloud or self-hosted Mimir / Loki /...
plugin-bundle-size
Optimise Grafana app plugin bundle size using React.lazy, Suspense, and webpack code splitting.
private-connectivity
Set up private network connectivity to Grafana Cloud — AWS PrivateLink, Azure Private Link, GCP Private Service...
profilecli-insights
Query live Pyroscope profiles with profilecli, analyze them with pprof, and correlate hot functions with checked-out...
prometheus
Prometheus and Grafana Cloud Metrics overview including PromQL query language, Metrics Drilldown, alerting, recording...
prometheus-cardinality-troubleshooter
Diagnostic guide for active Prometheus cardinality problems — slow queries, OOMing Prometheus, high Grafana Cloud...
prometheus-label-strategy
Expert evaluator for Prometheus label strategy on Grafana Cloud.
promql
Write, validate, and optimize PromQL for Prometheus / Grafana Mimir / Grafana Cloud Metrics.
pyroscope
Continuously profile applications with Grafana Pyroscope and read the result as flame graphs.
react-19-plugin-migration
Migrate a Grafana plugin to React 19 compatibility.
reconciler-logic
Implement reconcilers and watchers for grafana-app-sdk apps — write `TypedReconciler[*MyKind]` reconcile functions,...
send-data
Sending telemetry data to Grafana Cloud — metrics via Prometheus remote write or OTLP, logs via Loki push or Alloy,...
skill-authoring
Author, audit, and improve Grafana SKILL.md files against Anthropic's published Agent Skills guidance and the...
synthetic-monitoring-checks
Author Grafana Cloud Synthetic Monitoring checks, with deep coverage of k6 scripted and browser checks: SM's...
tempo
Stand up Grafana Tempo as a cost-efficient distributed-tracing backend that only needs object storage, and write...
testing
Probe, load-test, and instrument frontends from Grafana Cloud.
earnings-preview-single
Used to generate a concise 4-5 page equity research earnings preview for a single company.
meshy-3d-generation
Used to create or edit digital 3D assets with Meshy: models, textures, rigging, animation, and reference images.
meshy-3d-printing
Used to generate or prepare models for physical 3D printing, including white or multicolor prints, Creative Lab...
meshy-openclaw
Used to create 3D models, textures, reference images, rigging and animation with Meshy, and prepare models for physical...
plain-writing
Makes every report a Mobbin skill writes read like a person wrote it, in plain interface terms.
redesign-screen
Redesign any screen from patterns real apps ship.
search
Gets better results from every Mobbin search, so the references match what you're working on.
monta-api
Core knowledge for working with the Monta API through the Monta MCP tools.
monta-charging-operations
Step-by-step workflows for EV charging operators using Monta.
setup
Connect Claude to the Monta API and verify the connection.
code-security
Security guidelines for writing secure code.
llm-security
Security guidelines for LLM applications based on OWASP Top 10 for LLM 2025.
setup-semgrep-plugin
Set up the Semgrep plugin by installing Semgrep, authenticating, and verifying compatibility
add-and-validate-guardian-developer-semgrep-rule
write a custom semgrep rule with the user, add it to guardian in either user or repo scope, and prove it fires by...
install-mfw
Used to install the mfw (Semgrep Malware Firewall) CLI via the curl|sh installer and walk the user through setup —...
remove-guardian-developer-semgrep-rule
Remove a custom Semgrep rule from Guardian — list what is installed, work out which file holds the rule, and delete or...
semgrep
Used to run Semgrep static analysis scans and create custom detection rules.
get-developer-docs-reference
Guidance for searching general ThoughtSpot developer documentation
get-rest-api-reference
Guidance for working with the ThoughtSpot REST API v2
get-visual-embed-sdk-reference
Guidance for embedding ThoughtSpot content in web applications using the Visual Embed SDK
ts-coach-model
Comprehensively prepare a ThoughtSpot Model for Spotter — review existing AI context, synonyms, and description for...
ts-convert-from-snowflake-sv
Convert a Snowflake Semantic View into a ThoughtSpot Model by reading the view DDL, mapping tables and joins,...
ts-object-answer-promote
Promote formulas and parameters from a saved ThoughtSpot Answer into a Model — makes them available to all users who...
mcp-feedback
Record a user's feedback about the Unbounce MCP tools — a bug, praise, a feature request, confusion, or anything else —...
mcp-page-authoring
Best practices for authoring a Classic Unbounce landing page from HTML/CSS/JS through Unbounce MCP —...
aura-theme
Used to generate and customize Vaadin Aura theme CSS configurations.
vaadin-form-layout
Builds the visual structure and layout of a form, entity editor, or data-entry view in Vaadin Flow (Java) from any spec...
blaxel-sdk
Used when creating cloud sandboxes (microVMs) to run code, start dev servers, and generate live preview URLs.
botify-mcp
Call Botify MCP tools correctly, and fan a tool out with batch_run so lists of URLs or rows never enter the...
botify-tables-sql
Query Botify's data warehouse (crawl, logs, Search Console, AI visibility) through the Botify MCP tables_* tools using...
checkly
Set up, create, test and manage monitoring checks using the Checkly CLI.
playwright-best-practices-for-agents
Agent-first best practices for writing, structuring, debugging, and stabilizing Playwright tests in...
Exa Agent
Use Exa Agent for multi-step web research, list-building, enrichment, structured output, run continuation, and coverage...
search
Deep research powered by Exa.
discovery
Discover groundcover fields, values, entities, metrics, and signal shape before writing a precise read-only query.
gcql-advanced
Compose non-simple gcQL for groundcover's read-only public query tools.
handsontable
Used when the user asks about Handsontable DataGrid — a JavaScript data grid component with spreadsheet-like UX.
hyperformula
Used when the user works with HyperFormula (HF) — a headless, open-source TypeScript spreadsheet calculation engine.
handsontable-editor-dev
Used when creating or modifying a Handsontable cell editor - covers the editor lifecycle state machine...
paypal-best-practices
PayPal integration guidance, code examples, and best practices.
preset-cli
Drive Preset's `sup` CLI (PyPI package `superset-sup`) for shell, scripting, CI/CD, and agent-driven Preset workflows.
ui-theme-designer-design-tokens
TRIGGER: questions about the SAP Design System and SAP Fiori design tokens — which themes exist, what value a theme...
ui-theme-designer-help
Provides customer-facing UI theme designer help from help.sap.com (BTP / Cloud Foundry edition).
api
Used when a user or agent needs to query the StackHawk platform for security reporting, findings analysis, or app...
hawkscan
Runs the HawkScan DAST security loop — configure, scan, fix all reported vulnerabilities (not just your changes),...
call-review
Used to review the last 100 calls for an agent and surface problems.
prompt-review
Used to review AI voice-agent prompts, especially Synthflow Single-Prompt, for contradictions, missing context, unsafe...
time-off-skill
Requests time off and answers leave questions in UKG: submit PTO, vacation, or sick requests, check balances and...
ukg-directory-skill
Answers read-only UKG directory questions: who someone is, their employment details, work location, work email, and who...
featureops
Used to manage feature flags with Unleash — evaluate whether a code change needs a flag, create flags with consistent...
migrate-gitlab-flags
Migrates a codebase from GitLab Feature Flags (the Unleash-compatible legacy API authenticated with UNLEASH-INSTANCEID)...
1password-environments
Manages secrets in 1Password Developer Environments.
apptweak-dashboard-builder
Turns a plain-language request into a working dashboard that pairs live AppTweak data, retrieved only through the...
atlan-search
How to find things in the Atlan data catalog with the Atlan MCP tools — which of semantic_search / search_assets /...
atlan-cli-install-configure
Used to install Atlan CLI with OS-aware binaries (or Homebrew on macOS) only when missing, then configure baseline...
atlan-sdk-objectstore-io-defaults
Enforce object store and IO defaults from the Atlan SDK for output paths, prefixes, and file writes.
atlan-app-scaffold-standard
Scaffold new Atlan apps from CLI templates as the default behavior when users ask for a new app, then align files to...
atlan-cli-run-test-loop
Used to run Atlan app execution loops using CLI-first commands with automatic CLI availability checks and safe...
atlan-e2e-contract-validator
Used to generate and validate e2e test contracts for Atlan workflows, including API responses, output paths, and schema...
atlan-fact-verification-gate
Verify Atlan app behavior against SDK docs/code and CLI docs/code before behavior-changing decisions; use lightweight...
atlan-review-doc-sync
Used to run findings-first review for Atlan app changes and synchronize app documentation with implemented behavior.
atlan-sql-connector-patterns
Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom).
atlan-workflow-args-secrets-state
Implement workflow argument retrieval, credential_guid usage, and state store updates using Atlan SDK patterns.
cerebrium
Use for any Cerebrium task: deploying Python code to serverless GPU or CPU, writing or fixing cerebrium.toml, choosing...
mintlify
Comprehensive reference for building Mintlify documentation sites.
mintlify
Set up, write, and publish documentation sites with Mintlify, and work on existing Mintlify projects.
pixeltable
Used to build multimodal AI apps with Pixeltable.
privco-mcp-search
Use the PrivCo MCP tools (`mcp__privco-data-mcp__*`) correctly for company / people / funding queries.
carta-cap-table:issuance-import
Internal file-ingest sub-skill for carta-issuance.
carta-compensation-rolematcher
Classify a job title or description into the CTC taxonomy (job area, focus, level, track).
carta-compensation-scorecard
Carta Total Compensation scorecard — shows how a corporation's employees compare to market.
carta-conversion-calculator
Calculate SAFE and convertible note conversion into equity at a financing close.
carta-grant-vesting
Fetch the vesting schedule for ONE specific grant or holder — options (ISO/NSO), RSUs, SARs, or CBUs.
carta-hmrc-limits
Report a UK company's HMRC EMI/CSOP limit usage.
carta-market-benchmarks
Computed statistics across portfolio companies — median, average, typical, range — used as market benchmarks.
carta-portfolio-alerts
Time-bounded and threshold-bounded risk detection across portfolio companies — finds items that are expiring soon,...
carta-round-history
Financing round history for a company — each priced round with its date, share class issued, price per share, total...
carta-valuation-history
Fetch a company's valuation history and current fair market value (FMV) — 409A, EMI, CSOP or share price.
carta-witness-signatures
Status of witness and spousal-consent signature requests on option grants, RSAs, PIUs — who still needs to sign, and...
add-company
Adds one or more company records to the Carta CRM via the Carta CRM MCP Server.
add-contact
Adds one or more contact records to the Carta CRM via the Carta CRM MCP Server.
add-deal
Creates one or more deal records in the Carta CRM via the Carta CRM MCP Server.
add-fundraising
Adds one or more fundraising records to the Carta CRM via the Carta CRM MCP Server.
add-investor
Adds one or more investor records to the Carta CRM via the Carta CRM MCP Server.
add-note
Adds a note to a deal in the Carta CRM via the Carta CRM MCP Server; notes are stored as comments on the deal record.
enrich-company
Researches a company by fetching its website and returning structured profile data.
home
Renders the Carta CRM Home: a landing view with pipeline by stage, recent contacts, deals, object counts, latest notes,...
search-companies
Searches for and retrieves company records from the Carta CRM.
search-contacts
Searches for and retrieves contact (people) records from the Carta CRM.
search-deals
Searches for and retrieves deal records from the Carta CRM.
search-fundraisings
Searches for and retrieves fundraising records from the Carta CRM.
search-investors
Searches for and retrieves investor records from the Carta CRM.
search-notes
Searches for and retrieves note records from the Carta CRM.
search-reports
Runs a saved report in the Carta CRM and renders its rows as a table, using the columns the report saved.
tutorial
Interactive ~5-minute walkthrough of the Carta CRM plugin.
update-company
Updates an existing company record in the Carta CRM.
update-contact
Updates an existing contact (person) record in the Carta CRM.
update-deal
Updates an existing deal record in the Carta CRM.
update-fundraising
Updates an existing fundraising record in the Carta CRM.
update-investor
Updates an existing investor record in the Carta CRM.
update-note
Searches for notes in the Carta CRM and helps the user update deal comments.
carta-data-collection
Data collection for an investment firm's portfolio companies — asking them for financials, KPIs and documents, and...
carta-download-tearsheet
Download tear sheets for your portfolio companies and funds on Carta.
carta-fund-admin-requests
Send work to your Carta Fund Admin team and track it.
zuora-dynamic-pricing-build
Execute a Commerce Catalog dynamic pricing setup — create custom fields, attributes, products, plans, charges, and rate...
zuora-dynamic-pricing-design
Used to design a Commerce Catalog setup with dynamic pricing — gather requirements, inspect tenant state, and propose...
zuora-uat-design-worker
Internal SDD → TR matrix extraction (invoked by zuora-uat-design)
molt-fetch
Guide for using molt fetch to migrate data from PostgreSQL, MySQL, Oracle, or MSSQL to CockroachDB.
molt-replicator
Guide for using the CockroachDB replicator to continuously replicate changes from PostgreSQL, MySQL, or Oracle to...
molt-verify
Guide for using molt verify to compare source and target databases for schema and row-level consistency after a...
cockroachdb-sql
Used when writing, generating, or optimizing SQL for CockroachDB, designing CockroachDB schemas, or when the user asks...
commit-helper
Help create git commits and PRs with properly formatted messages and release notes following CockroachDB conventions.
custom-views
Register custom native views for Airship Thomas scenes.
message-center
Implement Airship Message Center (app inbox).
sdk-reference
Airship SDK and API documentation.
gke-cluster-creator
Guides the user through creating GKE clusters using pre-defined templates (Standard, Autopilot, GPU/AI).
gke-compute-class-creator
Guide for creating GKE ComputeClass resources.
gke-inference-quickstart
Deploy optimized AI/ML inference workloads on GKE using Google's Inference Quickstart (GIQ).
gke-workload-scaling
Specific workflows for scaling GKE workloads using HPA and VPA, as well as best practices for autoscaling configuration.
gke-workload-security
Workflows for auditing and hardening the security of GKE workloads.
accidental-data-loss-prevention
**STOP AND VERIFY**: Before running any command or tool that results in irreversible data loss, you MUST obtain...
bigquery-ai-ml
Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics.
bigquery-bigframes
Generates Python code using BigQuery DataFrames (BigFrames).
bigquery-data-transfer-service
Discovers and inspects BigQuery Data Transfer Service (DTS) configurations.
bigquery-sql
Provides BigQuery SQL query optimization techniques, execution best practices, and performance tuning rules for...
bigtable-basics
Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable.
building-data-apps
Used to build modern data apps, dashboards, and interactive reports using either React + Vite or Streamlit.
data-autocleaning
Automated data quality and transformation capabilities for Dataform/dbt/BigQuery pipelines.
dataform-bigquery
Expertise in generating clean, correct, and efficient Dataform pipeline code for BigQuery ELT.
dbt-bigquery
Expert guidance for creating, modifying, and optimizing dbt pipelines for BigQuery.
discovering-gcp-data-assets
Finds and inspects data assets within Google Cloud.
enforcing-resource-attribution
Enforces resource attribution for CLI commands.
federate-lakehouse-catalog
Sets up Google Cloud Lakehouse federated catalogs to remote Iceberg REST Catalogs.
gcp-composer-troubleshooting
Provides expert guidance for troubleshooting Cloud Composer (Apache Airflow) and Orchestration pipelines.
gcp-data-pipelines
Primary entry point for building, managing, and orchestrating data pipelines on Google Cloud.
gcp-dataflow
Guides writing, packaging, executing, and troubleshooting Apache Beam pipelines on Dataflow.
gcp-managed-airflow-dag-authoring
Guides the authoring and validation of Apache Airflow DAGs for Managed Service for Apache Airflow (MSAA; formerly Cloud...
gcp-managed-airflow-migrations
Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud...
gcp-managed-airflow-recommendations
Provides recommendations and best practices for creating, configuring, tuning and optimizing Managed Service for Apache...
gcp-pipeline-orchestration
This skill helps the agent generate or update orchestration pipeline definitions for Google Cloud Composer to...
gcp-pipeline-resource-provisioning
Automates declarative resource creation and provisioning for data pipelines, supporting BigQuery, Dataform, Dataproc,...
gcp-spark
Develops, optimizes and runs PySpark/Spark code on Managed Spark (Dataproc clusters and Serverless) on Google Cloud.
gcs-security-assessment
Assesses the security posture of Google Cloud Storage (GCS) buckets and projects.
google-cloud-auth-verification
Mandatory Step 0 pre-flight execution order and authentication verification for Google Cloud Platform (GCP),...
google-cloud-storage-basics
Stores, retrieves, and manages data as objects in Cloud Storage (Google Cloud Storage, or GCS) buckets.
google-cloud-storage-bucket-architect
Creates Cloud Storage (Google Cloud Storage, or GCS) buckets.
google-cloud-storage-fuse
Mounts Cloud Storage buckets as a POSIX file system with Cloud Storage FUSE (gcsfuse).
managing-python-dependencies
Ensures proper Python dependency management, avoiding global `pip install` and adhering to project-specific tooling.
ml-best-practices
CRITICAL RULE: You MUST use this skill whenever the task involves any machine learning tasks or data analysis.
notebook-guidance
This skill guides the use of Jupyter notebooks for data analysis, exploration, and visualization, particularly with...
resolving-mcp-region-configs
Mandatory Step 0 pre-flight check for regional Google Cloud MCP servers (e.g.
schema-mapping
Guides the process of analyzing, mapping, and documenting transformations between source and target schemas for any...
authentication-failures
Detects weak password storage, flawed JWT validation, sessions surviving logout, and missing MFA in authentication code.
broken-access-control
Detects missing ownership checks, broken role enforcement, and IDOR vulnerabilities that let users access other users'...
concurrency-correctness
Detects multi-threaded code where a lock is held across a blocking operation, lock acquisition order risks deadlock,...
contract-review
Deep review that audits API contracts for mismatches between what callers assume and what implementations enforce.
crypto-library-misuse
Detects library-internal cryptographic correctness bugs that pattern matchers and crypto-failures skills miss — AEAD...
cryptographic-failures
Detects weak or broken cryptography that lets attackers recover plaintext passwords, forge tokens, or decrypt sensitive...
csrf
Detects forms and state-changing endpoints missing CSRF protection.
exceptional-conditions
Detects error handlers that leak stack traces or fail open on exception.
excessive-agency
Detects autonomous agents that take irreversible or high-impact actions without human approval.
file-upload
Detects file upload handlers that accept executable content or write to web- accessible paths without validation.
graphql-security
Detects GraphQL schemas without depth limits, cost analysis, or introspection controls.
hardcoded-secrets
Detects API keys, passwords, tokens, and credentials embedded directly in source code.
header-injection
Detects HTTP response header construction from user input vulnerable to CRLF injection.
hotspots
Maps security-sensitive code locations in a codebase to focus review effort.
injection
Detects SQL, command, and template injection caused by user input reaching an interpreter without parameterization.
insecure-design
Detects missing security controls — rate limits, MFA, re-auth — that should have been designed in from the start.
insecure-local-storage
Detects sensitive data written to unprotected local files, preference stores, or SQLite.
insecure-output-handling
Detects unsafe rendering or execution of LLM output that enables XSS, command injection, or second-order injection.
insecure-plugin-design
Detects LLM tool definitions without parameter validation, allowing prompt injection to escalate into...
integrity-failures
Detects unsafe deserialization, unverified software updates, and tampered CI artifacts.
ipc-security
Detects IPC receivers that accept input without verifying caller identity.
llm-supply-chain
Detects compromised or backdoored models loaded from unverified sources, floating tags, or unreviewed registries.
mass-assignment
Detects ORM create/update calls that spread request bodies without an explicit field allowlist.
mcp-security
Detects MCP tool handlers vulnerable to malicious inputs, hardcoded secrets, or unrestricted file/shell access.
memory-api-misuse
Detects function-local misuse of memory and resource APIs in C, C++, and Rust unsafe — allocations whose return value...
model-dos
Detects LLM endpoints missing token caps, rate limits, or prompt-length bounds, enabling cost and resource exhaustion.
model-theft
Detects inference endpoints without authentication or throttling, allowing model weight reconstruction.
multi-agent-trust
Detects agent-to-agent calls without authentication, authorization, or permission scoping.
nosql-injection
Detects MongoDB and other NoSQL queries that mix user input into operators or filters without validation.
numeric-trust-boundary
Detects untrusted numeric input that flows through a conversion, cast, or parser into a length, size, index, or...
oauth-implementation
Detects weak JWT validation, loose redirect_uri matching, and missing state parameters in OAuth/OIDC flows.
open-redirect
Detects redirects to user-controlled URLs that enable phishing and OAuth callback abuse.
overreliance
Detects systems that treat LLM output as authoritative fact in consequential decisions without human review.
path-traversal
Detects file operations with user-controlled paths vulnerable to ../ traversal, absolute paths, or symlink escapes.
pr-review
Lightweight per-PR security gate that detects Critical and High severity OWASP/LLM issues in changed files only.
privilege-handling
Detects unsafe privilege handling in SUID/SGID binaries, environment-variable trust in privileged code, insecure umask,...
prompt-injection
Detects LLM prompts built from user input or retrieved documents that let attackers hijack the model's instructions.
prototype-pollution
Detects JavaScript deep-merges or property assignment from user input that can pollute Object.prototype.
race-condition
Detects check-then-act sequences on shared state vulnerable to TOCTOU manipulation.
rag-security
Detects RAG pipelines that ingest external documents into LLM context without sanitization or trust gating.
redos
Detects regex patterns vulnerable to catastrophic backtracking on crafted inputs.
security-cleanup
Applies fixes for security findings produced by /security-review.
security-misconfiguration
Detects insecure defaults, overly permissive CORS, exposed debug endpoints, and missing security headers.
security-review
Runs a full OWASP/CWE security audit via isolated subagents.
sensitive-disclosure
Detects PII, credentials, and secrets passed to LLM APIs or embedded in system prompts.
ssrf
Detects HTTP requests to user-controlled URLs that can reach internal services or cloud metadata endpoints.
supply-chain
Detects supply-chain risks in dependency manifests, lockfiles, install commands, and CI pipelines — missing lockfiles,...
threat-model
Produces a threat model — purpose, deployment, trusted inputs, untrusted inputs — for a new feature or component before...
token-smuggling
Detects user input passed to LLMs without Unicode normalization, allowing RTL overrides, zero-width joiners, and...
training-data-poisoning
Detects training and fine-tuning pipelines that ingest external data without integrity gating.
unsafe-api-consumption
Detects code that consumes third-party API responses without type validation or sanitization.
logging-failures
Detects missing security event logs, logged secrets, and log injection through user input.
ai-search-gaps-to-social-campaign
Used to find the AI-search prompts and topics where a brand is invisible (or losing to competitors) in SE Ranking, then...
client-onboarding-proposal
Used to build a data-backed client onboarding proposal for an agency starting a new engagement, combining an SE Ranking...
local-gmb-visibility
Used to build and track local search visibility with SE Ranking city-level rank tracking and turn it into local social...
seo-ai-social-report
Used to generate one unified performance report that brings together SEO rankings, AI-search visibility (SE Ranking)...
seo-api
SE Ranking API integration architect.
seo-gaps-to-social-campaign
Turn SE Ranking search-opportunity insights into a ready-to-publish social campaign in Planable.
site-audit-to-social-distribution
Used to find weak pages, technical issues, and content gaps in SE Ranking, then coordinate the fix end-to-end in...
qdrant-monitoring
Guides Qdrant monitoring and observability setup.
qdrant-clients-sdk
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
qdrant-edge
Guides building on Qdrant Edge, the embedded in-process shard.
qdrant-model-migration
Guides embedding model migration in Qdrant without downtime.
qdrant-monitoring-debugging
Diagnoses Qdrant production issues using metrics and observability tools.
qdrant-monitoring-setup
Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log...
qdrant-multitenancy
Guides tenant isolation architecture in Qdrant for multi-tenant or multi-user applications.
qdrant-performance-optimization
Navigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory usage...
qdrant-indexing-performance-optimization
Diagnoses and fixes slow Qdrant indexing and data ingestion.
qdrant-memory-usage-optimization
Diagnoses and reduces Qdrant memory usage.
qdrant-search-speed-optimization
Diagnoses and fixes slow Qdrant search.
qdrant-scaling
Guides Qdrant scaling decisions.
qdrant-scaling-data-volume
Guides Qdrant data volume scaling decisions.
qdrant-horizontal-scaling
Diagnoses and guides Qdrant horizontal scaling decisions.
qdrant-sliding-time-window
Guides sliding time window scaling in Qdrant.
qdrant-tenant-scaling
Guides Qdrant multi-tenant scaling.
qdrant-scaling-query-volume
Guides Qdrant query volume scaling.
qdrant-search-quality
Diagnoses and improves Qdrant search relevance.
qdrant-search-strategies
Guides Qdrant search strategy selection.
qdrant-hybrid-search
Explains hybrid search in Qdrant.
qdrant-hybrid-search-combining
Fusing scores from multiple searches into a single ranked result (RRF, DBSF, custom fusion).
qdrant-relevance-feedback
Expanding the candidate pool via relevance feedback, as an alternative to reranking when a dense retriever is too weak.
qdrant-sizing
Sizes a Qdrant deployment before it is provisioned.
qdrant-version-upgrade
Covers upgrading Qdrant server and SDKs without interrupting availability or losing data integrity.
install-velt
Full guided installation of the Velt collaboration SDK into a React or Next.js project.
velt-activity-best-practices
Velt Activity Logs implementation patterns and best practices for React, Next.js, and web applications.
velt-approval-engine-best-practices
Best practices for the Velt Approval Engine — the declarative workflow runtime for multi-step agent + human approval...
velt-area-best-practices
Best practices for Velt Area Comments — the rectangle area-annotation feature that lets users draw a region on the page...
velt-arrows-best-practices
Best practices for Velt Arrows — the directional arrow annotation feature that lets users draw arrows pinned to DOM...
velt-chat-sdk-adapter-best-practices
Velt Chat SDK Adapter implementation patterns and best practices for building bots that integrate with Velt comment...
velt-comments-best-practices
Velt Comments implementation patterns and best practices for React, Next.js, and web applications.
velt-crdt-best-practices
Velt CRDT (Yjs) collaborative editing best practices for real-time applications.
velt-cursors-best-practices
Velt Cursors implementation patterns and best practices for React, Next.js, and web applications.
velt-help
Answer questions about Velt features, best practices, and SDK usage.
velt-huddle-best-practices
Velt Huddle implementation patterns and best practices for React, Next.js, and web applications.
velt-live-state-sync-best-practices
Velt Live State Sync implementation patterns and best practices for React, Next.js, and web applications.
velt-node-sdk-best-practices
Velt Node SDK (`@veltdev/node`) implementation patterns for Node.js / TypeScript backends.
velt-notifications-best-practices
Velt Notifications implementation patterns and best practices for React, Next.js, and web applications.
velt-presence-best-practices
Velt Presence implementation patterns and best practices for React, Next.js, and web applications.
velt-proxy-server-best-practices
Velt proxy server setup and configuration best practices for routing Velt SDK traffic through your own reverse proxy...
velt-reactions-best-practices
Best practices for Velt Inline Reactions — the emoji-reaction feature for adding contextual emoji feedback to elements...
velt-recorder-best-practices
Velt Recorder implementation patterns and best practices for React, Next.js, and web applications.
velt-rest-apis-best-practices
Velt REST API v2 and webhook best practices for server-side integration.
velt-rewriter-best-practices
Best practices for the Velt Rewriter — the AI text-rewriter feature that lets users select text and apply AI-generated...
velt-self-hosting-data-best-practices
Velt self-hosting data implementation patterns and best practices for React, Next.js, and web applications.
velt-setup-best-practices
Velt collaboration SDK setup guide for React, Next.js, Angular, Vue, and HTML applications.
velt-single-editor-mode-best-practices
Velt Single Editor Mode implementation patterns and best practices for React, Next.js, and web applications.
velt-suggestions-best-practices
Velt Suggestions implementation patterns and best practices for React, Next.js, and web applications.
velt-view-analytics-best-practices
Best practices for Velt View Analytics — the 'who viewed this document today' indicator with a count badge,...
adspirer-ads-manager-browser
Read-only conversion-tracking check in an ad platform's own web UI — Google Ads, Meta, Microsoft Advertising, LinkedIn,...
adspirer-agent
Paid-media advertising agent behavior for Adspirer — create, analyze, and optimize ad campaigns across Google Ads,...
adspirer-competitors
Research a competitor's public ads through Adspirer — headlines, offers, calls to action, formats, and landing URLs on...
adspirer-dashboard
Used to build a visual paid-media dashboard from Adspirer data across Google, Microsoft, Meta, TikTok, LinkedIn,...
adspirer-digest
Draft a paid-media digest for email or Slack — a scorecard, dashboard, or alert — and send or post it only after a...
adspirer-google-ads
Used to create and manage Google Ads campaigns through Adspirer — Search, Performance Max, Demand Gen, YouTube, and...
adspirer-google-analytics
Read Google Analytics 4 through Adspirer to inform paid-media decisions — acquisition, landing pages, engagement, and...
adspirer-keywords
Paid-search keyword research with Adspirer — keyword ideas, match-type grouping, search-term mining, and...
adspirer-launch
Plan and launch a new ad campaign with Adspirer — start, create, set up, or launch campaigns on one or several...
adspirer-mcp
How to call the Adspirer MCP hub correctly — the router two-step (action "list_tools" then action "execute" with...
adspirer-meta-ads
Used to create and manage Meta Ads (Facebook and Instagram) through Adspirer — image, video, carousel, and lead-gen...
adspirer-microsoft-ads
Used to create and manage Microsoft Advertising (Bing Ads) through Adspirer — accounts, campaigns, ad groups, keywords,...
adspirer-optimize
Used to find and fix wasted ad spend with Adspirer — cut spend that isn't converting, add negative keywords, exclude...
adspirer-search-console
Read Google Search Console through Adspirer to inform paid search — organic queries, pages, clicks, impressions, CTR,...
adspirer-setup
Set up your brand workspace — connect to Adspirer, scan brand docs, pull campaign data, and create CLAUDE.md.
adspirer-tag-manager
Inspect Google Tag Manager tags, triggers, and variables through Adspirer when diagnosing conversion tracking, and...
ai-ergonomics
This skill should be used when evaluating how well code supports LLM-assisted development.
ai-workflow
This skill should be used when explaining why Bee follows spec-first TDD workflows, or when teaching mode is on.
architecture-patterns
This skill should be used when evaluating architecture options, checking dependency direction, or deciding between...
brainstorming
This skill should be used when the user wants to brainstorm, explore ideas, think through options, says 'let's...
browser-testing
This skill should be used when running browser-based verification.
clean-code
This skill should be used when writing, reviewing, or refactoring code.
code-review
This skill should be used when performing code reviews, analyzing git hotspots, or detecting coupling.
collaboration-loop
This skill should be used when processing @bee annotations in documents or managing [ ] Reviewed gates.
debugging
This skill should be used when diagnosing failures, fixing bugs, or investigating why tests don't pass.
design-fundamentals
This skill should be used when making UI/UX decisions, designing layouts, choosing colors and typography, writing UI...
grill-me
Interview the user relentlessly about a plan, design, or idea until reaching shared understanding.
grill-me-with-context
Interview the user about a plan or design with full codebase context.
lsp-analysis
This skill should be used when performing precise dependency analysis with LSP tools.
model-tiers
This skill should be used when an orchestrator needs to choose or resolve a model for a delegated agent — i.e.
requirement-architect
Rewrites software requirements to lead to better code design and architecture.
resolve-m-conflicts
This skill should be used when resolving git merge conflicts.
spec-writing
This skill should be used when writing specs, acceptance criteria, or slicing features into vertical slices.
tdd-practices
This skill should be used when writing a TDD plan, reviewing test quality, choosing between unit and integration tests,...
try-it-yourself
This skill should be used after all slices are verified and before review.
deck-gateway
Used to manage Kong Gateway entities with decK.
gateway-plugin-datakit
Used when designing or debugging Kong DataKit plugin flows, including node selection, DAG wiring, jq transforms, cache...
kong-skill-authoring
Used to create or refactor a skill in this repo.
kongctl-declarative
Use for `kongctl`-managed Konnect declarative repos: author YAML, model APIs from OpenAPI, and run...
kongctl-query
Used when the user wants read-only `kongctl` queries against Konnect: prove auth or scope, discover the right `get`...
konnect-access-scope
Troubleshoot Konnect operator access and visibility.
konnect-ai-gateway
Operate Konnect AI Gateway request flow, provider/model routing, AI Proxy behavior, prompt/response controls, and LLM...
konnect-api-catalog
Diagnose and shape Konnect API Catalog APIs, versions, specs, implementations, and API packages before publication.
konnect-api-publish
Operate Konnect API publication from managed API through Catalog and Dev Portal.
konnect-app-auth
Used when Konnect Dev Portal APIs are published but blocked by application auth strategy, registration, approval, or...
konnect-control-plane-bootstrap
Bootstrap new Konnect Gateway control planes.
konnect-event-gateway
Used when diagnosing Konnect Event Gateway request flow across listeners, hostname mapping, virtual/backend clusters,...
konnect-gateway-triage
Used when triaging Konnect Gateway control-plane and data-plane failures such as disconnected planes, missing rollout,...
konnect-monetization
Model and validate Konnect usage-based billing across meters, features, plans, rate cards, and invoices.
konnect-observability-triage
Diagnose missing, partial, delayed, or mis-scoped Konnect observability data across analytics, Explorer, and Debugger.
konnect-platform-router
Route broad or ambiguous Konnect requests to the first owning specialist skill.
konnect-reference-platform
Used to design or modernize a federated Konnect reference platform.
portal-branding
Replicate a brand or existing website's design on Kong Konnect Dev Portal pages.
portal-page-design
Structure and compose Kong Konnect Dev Portal pages with MDC components like heroes, cards, columns, tabbed panels,...
technical-writing
Used to write task-oriented developer documentation and Dev Portal page copy in plain, active-voice prose with clear,...
terraform-kong-gateway
Used when editing or reviewing Terraform that manages self-managed Kong Gateway Admin API entities with the official...
terraform-konnect
Used when a repo already manages Konnect in Terraform or the user explicitly wants HCL, Terraform import, or plan/apply...
memory-recall
Used to search and recall relevant memories from past sessions via MemSearch.
mfs-find
Search, grep, browse, and read across registered MFS data sources via the `mfs` CLI — codebases, docs, PDFs, web...
milvus
Operate Milvus vector database with pymilvus Python SDK.
acl
Used when the user wants to manage Zilliz Cloud access control -- custom org or project roles and their policies,...
ask-zilliz
Zilliz Cloud onboarding and usage assistant.
backup
Used when the user wants to create, list, describe, delete, export, or restore backups, or manage backup policies on...
billing
Used when the user wants to check usage, view invoices, or manage payment methods on Zilliz Cloud.
cluster
Used when the user wants to create, list, describe, delete, suspend, resume, or modify Zilliz Cloud clusters.
collection
Used when the user wants to create, list, describe, drop, rename, load, release, or manage collections and collection...
database
Used when the user wants to create, list, describe, or drop databases in Milvus.
diagnose
Used when the user reports that a Zilliz Cloud cluster or Milvus collection is unhealthy, slow, stuck, returning...
external-collection
Used when the user wants to trigger, describe, or list refresh jobs for an external collection (a collection backed by...
import
Used when the user wants to import bulk data into a Milvus collection via Zilliz Cloud import jobs, from object storage...
index
Used when the user wants to create, list, describe, or drop indexes on Milvus collections.
job
Used when the user wants to check the status of an async Cloud Job (backup, restore, migration, import, or clone).
monitoring
Used when the user wants to check cluster status, collection statistics, load states, or get an overview of their...
on-demand-cluster
Used when the user wants to create, list, describe, or delete an on-demand (Vector Lake / VectorLake) cluster.
partition
Used when the user wants to create, list, load, release, or drop partitions in a Milvus collection.
privatelink
Used when the user wants to list available PrivateLink endpoint services, list/create/delete PrivateLink endpoints for...
project-region
Used when the user wants to create, list, describe, delete, or upgrade Zilliz Cloud projects, or bind additional...
status
Used when the user wants a comprehensive overview of their current Zilliz Cloud environment — context, cluster details,...
user-role
Used when the user wants to manage database users, roles, passwords, or access privileges in Milvus.
vector
Used when the user wants to search, query, insert, upsert, get, or delete vectors in a Milvus collection.
accessibility-as-code
Enforces accessibility as a correctness property authored into each widget — Semantics(button/label) or...
adaptive-layout
Enforces adapting layout by available CONSTRAINTS/size, never device or platform checks — LayoutBuilder +...
ads-and-iap-monetization
Enforces opt-in, rewarded-first monetization over the service seam — a rewarded view grants exactly one benefit and...
app-startup-and-bootstrap
Enforces a fixed main() cold-launch order — crash-log sink + FlutterError.onError + PlatformDispatcher.onError...
codegen-and-toolchain
Enforces a deterministic build_runner codegen discipline: run one pinned `dart run build_runner build...
custom-canvas-and-gestures
Enforces CustomPainter/Canvas discipline — the View/Painter/Scene split with a dumb painter fed one immutable Scene...
dart3-idioms-and-coding-standards
Enforces which Dart 3 construct each declaration earns — sealed class + exhaustive switch with no `default:`/`case _:`,...
dartdoc-conventions
Enforces Effective-Dart documentation on the public surface — a `///` doc on every public...
data-export-and-restore
Enforces user-facing data portability in an offline-first app — backup/restore (exact, machine round-trippable) kept...
dependency-hygiene
Enforces pubspec/lock discipline — caret ranges in pubspec.yaml with a committed pubspec.lock as the only pin, a...
design-system-structure
Structures a Flutter design system as tokens→theme→modifiers→shapes with two-tier tokens (primitives named by measured...
error-handling-typed-results
Enforces a typed-error spine — a hand-rolled sealed Result<T,F> plus one per-boundary sealed Failure carrying a stable...
flutter-architecture
Enforces a right-sized feature-first layered MVVM Flutter architecture — features are folders and cross-cutting...
flutter-conventions-index
The repo front-door for a Flutter/Dart app — the cross-cutting house rules (feature-first layered MVVM, immutable state...
flutter-performance
Enforces Flutter runtime performance — const subtrees, minimal rebuild scope via ref.watch(select), lazy...
forms-and-input
Enforces Form + GlobalKey<FormState> with TextFormField whose sync validator returns a localized String?
lint-and-style-config
Enforces a strict analysis_options.yaml built on very_good_analysis with strict-casts/strict-raw-types, a fixed set of...
local-notifications-scheduler
Enforces an on-device reminder engine where the local database is the only source of truth and the OS...
motion-and-haptics
Enforces designed interaction feedback instead of the framework default — every committing interaction acknowledged in...
naming-conventions
Enforces Effective-Dart casing (UpperCamelCase types, lowerCamelCase members/constants, lowercase_with_underscores...
navigation-and-routing
Enforces one app-wide GoRouter in lib/routing/ wired via MaterialApp.router, deep-linkable identity in path params...
persistence-drift
Governs the on-device Drift/SQLite data layer: package:drift and package:sqlite3 confined to lib/data/ behind DAOs that...
project-structure-and-packages
Enforces Flutter/Dart project scaffolding where the layout makes defects greppable — a single-package app by default...
release-and-store-shipping
Enforces the path from a green CI run to a shipped build — pubspec `version: x.y.z+N` as the single source of...
run-codegen
Runs the deterministic build_runner codegen pass (drift_dev, freezed, json_serializable, riverpod_generator) as one...
run-goldens-rebaseline
Runs the golden re-baselining ritual — the one sanctioned way committed reference images are overwritten.
run-migration
Runs the forward-only Drift/SQLite schema-migration ritual — the most dangerous deterministic operation in an...
scaffold-feature-module
Stands up one navigable feature the same way every time — a fixed lib/features/<feature>/presentation/ folder (dumb...
seeded-determinism-and-golden-vectors
Enforces reproducible derived content — output every device must compute identically from a key, with no server.
service-boundary-and-native
Wires every side effect and native channel as an injectable interface behind a Provider that throws UnimplementedError...
state-management-riverpod
Enforces feature state as one Notifier/AsyncNotifier/StreamNotifier ViewModel over an immutable state value with value...
testing-strategy
Enforces test doctrine where shape follows code not the pyramid: pushes logic into Flutter-free packages tested with...
ui-states-and-feedback
Enforces the non-happy paths every screen owes the user — loading/empty/error/content resolved in ONE switch over an...
value-objects-money-and-units
Enforces a pure-Dart value-object core that stores every quantity canonically — money as integer minor units keyed to...
widget-composition
Enforces Flutter widget composition — extract named const Widget classes never `Widget _buildX()` methods, lean build()...
widget-golden-and-a11y-testing
Enforces a disciplined widget/layout/golden/a11y test surface — one pumpApp harness that pins tester.view.physicalSize...
codebase-context
Gather architectural context about an internal system from code and documentation across the organization — use when...
dev-docs-guide
Used to search the public Glean developer documentation for API, SDK, MCP, authentication, indexing, and integration...
catch-up
Catch up on what you missed while away — meetings, decisions, action items, mentions, and important threads from a...
code-owners
Identify who owns, maintains, or has expertise in a specific code area — use when asked who to talk to about a system,...
find-examples
Used to find usage examples of an API, library, or code pattern across internal repositories — use when looking for how...
find-expert
Used to find subject matter experts on a topic, technology, or internal system by combining real expertise signals...
glean_run
Discover and run Glean skills for enterprise app tasks
meeting-prep
Used to prepare for an upcoming meeting — surface context from past meetings, related docs, and attendee information.
onboarding
Get up to speed on a new team, project, or area — surface key people, foundational docs, current priorities, and recent...
project-handoff
Used to generate a comprehensive handoff document so someone new can take over a project — current state, key people,...
search
Used to search Glean enterprise knowledge - use for find the doc about, search for, where is, look up, search company...
similar-code
Used to find similar implementations and prior art for a code pattern across internal repositories — use when checking...
stakeholders
Identify people who need to approve, consult on, or be informed about a change or project — use when someone asks who...
using-glean
Use Glean MCP tools to answer questions about company documents, internal wikis, policies, RFCs, design docs, people,...
verify-rfc
Verify an RFC or design doc against the actual implementation — find drift, missing pieces, and undocumented changes.
skill-creation-guide
Auto-triggers when users discuss creating skills or ask about SKILL.md format.
analyze-data
Explain AQL queries and their results, and provide data insights.
use-existing-viz
Used to search and use visualizations that already exist in the project to provide fast and curated data answers.
visualize-data
Used to create charts, tables, and visualizations from queries.
build-custom-chart
Used to create or refine a Holistics custom chart (CustomChartDef in .holistics/library/custom_charts/) for a chart...
build-dashboard
Used to build or edit a Holistics canvas dashboard (`page.aml` / a `Dashboard {}` object) — its blocks, layout, filter...
build-dashboard-controls
Used to add or edit a Holistics dashboard's interactive controls and the interactions that wire them: field and...
build-dashboard-theme
Create, update, or apply a Holistics dashboard theme (.holistics/library/themes/) from any input: a brand name,...
build-visualizations
Author the VizBlocks in a Holistics dashboard's page.aml: built-in visualizations (chart, KPI, table, pivot, funnel,...
convert-agent-skill-to-holistics
Convert an agent skill written for another runtime (Claude `SKILL.md`, OpenAI/Codex skill, raw system prompt) into a...
create-ai-block
Used when the user wants a dashboard AI Block that provides a data-backed narrative inline in the dashboard — such as a...
create-holistics-skill
Author a Holistics skill.
arcgis-pro-automation
Automate controlled local ArcGIS Pro and ArcPy workflows through arcgis-mcp-bridge: inspect .aprx projects and file...
cartography-geoviz
Always invoke before answering any request to create, compare, design, or review a user-facing map, even if the request...
change-detection
Change analysis, once the observations are comparable.
geo-data-engineering
Always invoke when geospatial data must be acquired, prepared, repaired, scaled, or moved through a repeatable pipeline.
mcda-suitability-analysis
Always invoke for spatial suitability, site selection, AHP, criteria weights, or weighted-overlay work, including...
ml-experiment-standards
Always invoke for training, validating, tuning, benchmarking, or claiming readiness of a predictive model.
movement-trajectory
Movement and trajectory analytics from GPS/GNSS tracks: cleaning, stop/trip detection, road-network map matching,...
network-accessibility-analysis
Always invoke for access to facilities or opportunities by walking, driving, cycling, or public transport, even for a...
point-cloud-lidar
LiDAR and point cloud processing: PDAL pipelines, LAS/LAZ/COPC handling, ground classification, DTM/DSM/CHM generation,...
postgis-spatial-sql
Invoke whenever spatial SQL or its execution backend is the decision: PostGIS, DuckDB Spatial, SpatiaLite, ST_*...
spatial-statistics
Always invoke before testing a geographic pattern for clustering, hotspots, dependence, or explanatory regression, even...
swe-devops-standards
Always invoke to review, repair, or deliver geospatial or GeoAI code, including contract compliance, security, error...
terrain-hydrology
Always invoke for terrain, drainage, viewshed, or visibility analysis from elevation, even before the DEM or correct...
ns-memory-spike-analysis
Diagnoses memory growth, heap spikes, RSS increases, OOMs, and suspected leaks in Node.js apps using supplied heap...
ns-analyze-tracing
Analyzes N|Solid/OpenTelemetry tracing evidence for request latency, HTTP errors, and service dependencies.
ns-audit-dependencies
Audits a local Node.js project dependency tree with NCM vulnerability data.
ns-switch-org
Switches which NodeSource organization nsolid-plugin is authenticated against.
ns-advanced-memory-leak-hunter
Performs an advanced N|Solid memory leak hunt comparing baseline vs peak heap evidence to isolate retained...
ns-analyze-asset
Analyzes an existing N|Solid diagnostic asset by asset ID or local asset path using asset-summary.
ns-analyze-event
Investigates an existing N|Solid event payload and correlates relevant MCP evidence.
ns-analyze-tracing
Analyzes N|Solid/OpenTelemetry tracing evidence for request latency, HTTP errors, and service dependencies.
ns-analyze-vulnerabilities
Analyzes live runtime vulnerabilities loaded by connected N|Solid Node.js processes.
ns-audit-dependencies
Audits a local Node.js project dependency tree with NCM vulnerability data.
ns-benchmark-run
Benchmarks one Node.js function and reports throughput/statistics.
ns-cpu-spike-analysis
Diagnoses high CPU or slow execution in a Node.js app using supplied evidence or N|Solid CPU metrics/profiles.
ns-download-asset
Downloads a raw N|Solid diagnostic asset (heap snapshot, CPU profile, or heap profile) to local disk by asset ID.
ns-generate-sbom
Generates a Software Bill of Materials (SBOM) for a connected or registered N|Solid Node.js app.
ns-node-upgrade
Plans a Node.js runtime upgrade for a project.
ns-optimize-function
Optimizes a specific local Node.js function selected by the user.
ns-replace-package
Finds and evaluates alternatives to an npm package.
ns-switch-org
Switches which NodeSource organization nsolid-plugin is authenticated against.
ns-upgrade-package
Plans an upgrade for a specific npm package already used by a Node.js project.
ns-validate-optimization
Validates a proposed optimization with controlled A/B benchmarks.
fiftyone-app-playwright
Used when driving the FiftyOne App via the Playwright MCP — plugin/operator verification, demo or screencast recording,...
fiftyone-code-style
Writes Python code following FiftyOne's official conventions.
fiftyone-dataset-curation
End-to-end dataset curation for FiftyOne: inspect schema and quality, audit annotations, analyze class distributions,...
fiftyone-dataset-export
Exports FiftyOne datasets to standard formats (COCO, YOLO, VOC, CVAT, CSV, etc.) and Hugging Face Hub.
fiftyone-dataset-import
Imports datasets into FiftyOne with automatic format detection.
fiftyone-dataset-inference
Used to run ML model inference on FiftyOne datasets.
fiftyone-develop-plugin
Develops custom FiftyOne plugins (operators and panels) from scratch.
fiftyone-embeddings-visualization
Visualizes datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction.
fiftyone-find-duplicates
Finds duplicate or near-duplicate images in FiftyOne datasets using brain similarity computation.
fiftyone-generate-data-lens-connector
Used to generate a Data Lens connector from an external database schema.
fiftyone-issue-triage
Triages FiftyOne GitHub issues by categorizing as fixed, won't fix, not reproducible, or still valid.
fiftyone-model-evaluation
Evaluate model predictions against ground truth using COCO, Open Images, or custom protocols.
fiftyone-sdk-guidance
Answers FiftyOne Python SDK questions with accurate, runnable code.
fiftyone-voodo-design
Used to build FiftyOne UIs using VOODO (@voxel51/voodo), the official React component library.
fiftyone-zoo-remote-model
Used when integrating a model into FiftyOne's remote model zoo — detection, classification, segmentation, embedding,...
anysite-competitor-intelligence
Competitive intelligence gathering using anysite MCP server across LinkedIn, social media, Y Combinator, and the web.
anysite-buying-committee
Map the buying committee at one target account - economic buyer, champion candidates, technical evaluators, users and...
anysite-company-sourcing
The craft of sourcing companies from Anysite's 70M+ LinkedIn company database (search_sql_companies) - turning a fuzzy...
anysite-crm-account-brief
Pre-meeting brief for an account that lives in the connected CRM - what the CRM already knows (fields, contacts,...
anysite-crm-audit
Read-only data quality audit of the connected CRM - field completeness per mapped property, duplicate candidates, stale...
anysite-crm-champions
Detect job changes among CRM contacts (champion tracking) - find contacts who moved to a new company, flag past...
anysite-crm-competitor-intel
Displacement hunting tied to the CRM - find companies using a competitor's product (Wappalyzer technographics), mine...
anysite-crm-enrich
Enrich existing CRM records (HubSpot contacts and companies) with fresh data from anysite - job titles, LinkedIn...
anysite-crm-inbound
Instant read-only verdict on ONE inbound lead - who they really are, whether the company is real and ICP-fit, route...
anysite-crm-lookalikes
Derive the actual ICP from the CRM's closed-won/best customers and find lookalike companies with anysite bulk search...
anysite-crm-prospect
Used to find net-new leads with anysite (LinkedIn and Crunchbase search, email finding) and push them into the CRM...
anysite-crm-score
Score CRM companies or contacts against the user's ICP using anysite data (firmographics, funding stage, hiring, tech...
anysite-crm-setup
Connect and configure the user's CRM (HubSpot or Pipedrive) for safe AI-driven enrichment through anysite MCP crm_*...
anysite-crm-signals
Sweep CRM target accounts for buying signals - funding rounds, executive hires, hiring surges, layoffs, news, brand...
anysite-gtm-onboarding
First-run onboarding for the anysite GTM pack - a short interview that captures who the user sells to and how (company,...
anysite-mcp
How to use the anysite MCP server effectively - the meta-tools (discover, execute, get_page, query_cache, export_data,...
anysite-outreach
Used to write COLD first-touch and follow-up outreach (email, LinkedIn DM) grounded in a real, dated detail collected...
anysite-people-sourcing
Source people in bulk from Anysite's LinkedIn profile database (search_sql_users) with ~60 filters - derived...
dr-intelligence
Used to generate comprehensive FP&A intelligence workbooks with auto-detected insights, recommendations, and...
dr-anomalies
Detect data anomalies in Datarails Finance OS tables.
dr-anomalies-report
Used to generate comprehensive anomaly detection report with Excel deliverables.
dr-audit
Used to generate SOX compliance audit reports with evidence packages.
dr-dashboard
Executive KPI dashboard — a ONE-MONTH metrics snapshot for the latest closed month (not real-time; the in-progress...
datarails-excel-agent
Datarails operations on the OPEN Excel workbook.
dr-departments
Used to analyze P&L and performance by department.
dr-drilldown
Drill down on a cell in the Datarails Excel Add-in to see underlying detail — also the skill to use when the user asks...
excel-context
Connector that other Datarails finance skills delegate to for the Excel-context guard / refresh / refresh-after-insert...
dr-expense-analysis
Top expense categories, monthly expense trends, and concentration analysis from real aggregated data.
dr-extract
Extract validated financial data from Datarails Finance OS to Excel — a RAW FULL-YEAR export — a 4-sheet workbook (P&L,...
dr-financial-summary
Quick snapshot of revenue, expenses, gross profit, and margin from real aggregated totals.
dr-forecast-variance
Used to analyze budget vs forecast vs actual variances.
dr-get-formula
Used to generate Excel workbooks with DR.GET formulas that pull live financial data from Datarails.
dr-insights
Executive-ready insights with trend analysis and visualizations — a FULL-FISCAL-YEAR narrative deck — multi-slide...
dr-profile
Profile Datarails Finance OS table fields — how is a field distributed?
dr-query
Query Datarails Finance OS tables with filters.
dr-reconcile
Whole-period consistency WORKBOOK - run independent-source checks across Finance OS data (cross-endpoint agreement,...
dr-revenue-trends
Revenue trends, growth rates, and composition from real aggregated monthly data.
dr-tables
List and explore Datarails Finance OS tables — discover what data is available and view one table's SCHEMA (fields,...
dt-alerting
End-to-end Dynatrace alerting lifecycle — anomaly detector setup and model selection (static threshold, adaptive...
dt-app-dashboards
Work with Dynatrace dashboards - create, modify, query, and analyze dashboard JSON including tiles, layouts, DQL...
dt-app-notebooks
Work with Dynatrace notebooks - create, modify, query, and analyze notebook JSON including sections, DQL queries, and...
dt-dql-essentials
Core DQL syntax, pitfalls, query patterns, and query optimization.
dt-js-runtime
Dynatrace server-side JS runtime — function contract, runtime limits, Web APIs, Node.js modules, fetch with credential...
dt-migration
Migrate Dynatrace classic and Gen2 entity-based DQL to Smartscape equivalents.
dt-obs-aws
AWS cloud resource monitoring including EC2, RDS, Lambda, ECS/EKS, VPC networking, load balancers, S3, DynamoDB,...
dt-obs-azure
Azure cloud resources including VMs, VMSS, SQL Database, Storage, AKS, App Service, Functions, VNet networking, load...
dt-obs-frontends
Real User Monitoring (RUM) on Dynatrace — web and mobile frontends.
dt-obs-gcp
GCP cloud resources including Compute Engine, GKE, Cloud Run, Pub/Sub, VPC networking, DNS, IAM, Secret Manager, and...
dt-obs-hosts
Host and process metrics including CPU, memory, disk, network, containers, and process-level telemetry.
dt-obs-kubernetes
Kubernetes cluster, pod, node, and workload monitoring.
dt-obs-logs
Log querying, filtering, pattern analysis, and error rate calculation.
dt-obs-predictive-analytics
Predictive analytics for Dynatrace — time series forecasting with the timeseries-forecast tool, capacity saturation...
dt-obs-problems
DAVIS problem analysis including root cause identification, impact assessment, and correlation with other telemetry.
dt-obs-services
Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET,...
dt-obs-tracing
Distributed traces, spans, service dependencies, and request flow analysis.
dt-obs-analytics
Used to analyze dashboards and notebooks using Davis analyzers — anomaly detection, novelty scoring, and correlation.
dt-obs-compliance-assistant
Used to monitor and investigate EU DORA compliance posture using Dynatrace Compliance Assistant.
dt-obs-ext-monitors
3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API...
dt-obs-genai
Used to analyze & debug GenAI/LLM apps: token cost & caching by prompt, model & provider; latency/errors; agent & tool...
dt-obs-log-semantic-mapping
Suggest and validate semantic dictionary (SD) mappings for audit log integrations using raw vendor log payloads or live...
dt-platform-costs
Query and analyze a Dynatrace tenant's ACTUAL billing and usage data with DQL against dt.system.events — DPS...
dt-sec-contextualization
Resolve security signals, IoC matches, or Smartscape nodes to runtime Dynatrace entities and connect findings on...
dt-sec-insights
Query and analyze Dynatrace security data in security.events with DQL: vulnerabilities, threat detections, compliance...
dt-sec-semantic-mapping
Suggest and validate semantic dictionary (SD) mappings for new security integrations using vendor API samples or live...
dt-setup-android
Instruments an existing Android project (Kotlin or Java) with the Dynatrace Mobile Agent for basic monitoring.
dt-setup-flutter
Integrate the Dynatrace Flutter Plugin into a Flutter project — dependency setup, config, SDK bootstrap, navigation...
dt-setup-ios
Set up the Dynatrace iOS SDK (OneAgent) in an iOS project using Swift Package Manager.
dt-setup-oneagent
Reference knowledge for installing, uninstalling, or creating-and-installing Dynatrace OneAgent across VM/server,...
dt-setup-react-native
Integrate the Dynatrace React Native Plugin into a React Native or Expo project — dependency setup,...
acceleration
Accelerate data locally for sub-second query performance — the feature and its configuration.
accelerators
Choose and configure the right acceleration engine — Arrow, DuckDB, SQLite, Cayenne, PostgreSQL, or Turso.
cache
Configure Spice.ai in-memory result caching for SQL queries, search results, and embeddings.
chat
Chat with Spice models through spice chat, the OpenAI-compatible API, or client applications.
cloud
Used to manage Spice.ai Cloud resources through spice cloud, the Management API, and the management MCP server...
connectors
Configure individual data source connectors in Spice — PostgreSQL, MySQL, S3, Databricks, Snowflake, DuckDB, GitHub,...
cookbook
Set up and run recipes from the Spice.ai cookbook (github.com/spiceai/cookbook) — pick the recipe that fits what the...
datasets
Connect Spice to data sources and query across them with federated SQL — including datasets, catalogs, views, and...
models
Configure AI/LLM model providers and connections in Spice — OpenAI, Anthropic, Azure, Google, xAI, Bedrock, Databricks,...
sdk
Integrate applications with Spice using the official Python, JavaScript/TypeScript, Go, Rust, Java, or .NET SDK.
search
Used to search data using vector similarity, full-text keywords, or hybrid methods with Reciprocal Rank Fusion (RRF).
secrets
Configure secret stores in Spice — environment variables, Kubernetes, AWS Secrets Manager, Azure Key Vault, HashiCorp...
setup
Start here to get Spice.ai working end to end — take a directory from nothing to a running local runtime that answers...
spicepod
Used to create and configure Spicepod manifests (spicepod.yaml) — the central configuration file for Spice applications.
sql
Used to write and run SQL for Spice.ai's Apache DataFusion engine through spice sql, the runtime HTTP API, or an SDK,...
terraform
Used to manage Spice.ai Cloud infrastructure as code with Terraform or OpenTofu using the spiceai/spiceai provider.
rnn-codebase
Navigate and work with the react-native-navigation (RNN) codebase.
wix-base44-connector
Used to build on and manage the connected Wix site from a Base44 app: discover and call any Wix API (endpoints,...
wix-headless-cold-start
The fetch-and-follow entry pages for Wix Headless, addressable by URL in a prompt.
wix-vibe-headless
Client-only, dependency-free REST scaffolds for connecting an already-built front end (a vibe-coded app, an...
wix-app
Used to build and review Wix CLI app extensions — dashboard pages, modals, plugins, menu plugins, custom element...
wix-design-system
Wix Design System component reference.
wix-headless
Connect Wix business services (Stores, Bookings, CMS, Blog, Events, Forms, and more) to a Wix Headless frontend — infer...
wix-manage
REST recipes to configure and manage a Wix site's business solutions — stores, bookings, payments, CMS, and more.
ads
Arcads ads skill — understand the user's marketing goal, research their brand, and produce ad creatives through the...
amazon-listing-system
Turn one product URL + one product photo into a full Amazon listing image set: research buyer angles, then generate...
animated-ad
Converts a product, offer, or raw ad script into a production-ready Vox-style paper-collage animated ad for Arcads...
cinematic-ads
Turn product photos plus a brief into a cinematic, photorealistic e-commerce short film (30s to 10 min) made with...
clone-hook
Identify a video ad's hook and clone it for the user's brand: one frame to approve, then one 720p take, with text and...
clone-static-ad
Clone a static (image) ad for the user's brand.
collage-motion
End-to-end Arcads-native pipeline for halftone paper-collage and stop-motion-graphic ads.
fpv-drone-path
Ready-to-use FPV drone-path video prompt: turn a wide landmark image with a hand-drawn red flight path into one...
image-to-motion
Turn any still image into a professional motion graphic through the Arcads MCP connector with Seedance 2.5.
media-router
Smart router for any "generate" or "edit/modify/repurpose" request on an image or video.
omniflash-restyle
Restyle a raw talking-head video into the look of a reference edit using Arcads Omni Flash...
pixar-ad
Turn a product (URL and/or product image) into a finished 15-second Pixar-style 3D animated ad in ONE Seedance 2.0...
spy-competitor-ads
Used to find and download competitor ads from the Meta Ad Library (video, image, or both).
static-to-motion
Turn a finished static ad into short video for paid social on the Arcads MCP connector using Seedance 2.0.
tsunami-soundstage
Ready-to-use video prompt for the "tsunami on a film soundstage" shot: a wide behind-the-scenes take where a colossal...
viral-clone
Clone any viral video ad frame by frame with a different product swapped in, on the Arcads MCP connector plus local...
confluent-skill-reviewer
Used to review a Confluent agent skill in this repo against the Agent Skills spec (agentskills.io), Confluent...
confluent-cloud-cdc-tableflow
Set up end-to-end Change Data Capture (CDC) pipelines on Confluent Cloud using Debezium source connectors, Flink for...
confluent-cloud-flink-sql
Used to write and debug Flink SQL that runs on Confluent Cloud, enforcing the CC-vs-Apache-Flink (OSS) dialect boundary.
confluent-tuning-advisor
Advisory-only Kafka tuning for Confluent Cloud or Confluent Platform by priority: latency, throughput, availability, or...
developing-kafka-java-client
Used when the user wants to integrate a Kafka client into an existing application or scaffold a Java Kafka client...
developing-kafka-python-client
Used when the user wants to build a Python Kafka producer or consumer, add Schema Registry to existing Python code,...
flink-udf
Used to build and deploy Apache Flink user-defined functions (UDFs) in Java for stream processing over Kafka.
kafka-schema-registry
Scan a project to identify Kafka applications, extract schemas from data models, tag PII fields, generate Terraform for...
kafka-streams-programming
Architect, build, and debug Kafka Streams apps (JVM-embedded stream processing).
msk-migration
Used to assess and plan a migration from AWS MSK (Managed Streaming for Apache Kafka) to Confluent Cloud.
accelerate
Any question about a WordPress site — analytics, traffic, bounce rate, conversions, A/B tests, landing pages,...
accelerate-abilities-reference
What can this toolkit do?
accelerate-campaigns
Which campaign is working?
accelerate-content-plan
What should I write next?
accelerate-design
Used to design a new on-brand version of a block or a fresh section — "make me a variant of the hero", "design a new...
accelerate-diagnose
Why is this underperforming?
accelerate-evolve
Improve a block over multiple rounds — "keep improving my hero", "run an optimization loop on the homepage", or "evolve...
accelerate-opportunities
What should I do first?
accelerate-optimize-landing-page
Improve a landing page.
accelerate-personalize
Show different content to different visitors.
accelerate-realtime
What's happening on the site right now?
accelerate-review
How's my site doing?
accelerate-test
A/B test lifecycle — plan, create, monitor, review, or end a test.
add-effects
Used when adding visual effects to a PlayCanvas app, to choose between particle systems, shader chunks, runtime meshes,...
apply-conventions
Used when writing PlayCanvas Engine code touching transforms, cameras, lights, materials, meshes, bounds, or imports,...
assemble-scene
Used when composing PlayCanvas entity hierarchies from models, colliders, rigid bodies, and scripts, so each object has...
bake-lighting
Used when static PlayCanvas lighting, shadows, or ambient occlusion cost too much per frame and should be baked into...
build-app
Used when creating or restructuring a PlayCanvas app with the Engine API, @playcanvas/react, or...
calibrate-model
Use before repeatedly placing GLB models in PlayCanvas to record each asset's uniform scale, grounding offset, pivot...
configure-animation
Use before playing, blending, or retargeting GLB animation clips in PlayCanvas, or when diagnosing T-pose, frozen...
find-examples
Used when implementing a PlayCanvas feature the project does not use yet, to find and adapt the official example...
inspect-glb
Use before loading, placing, scaling, or animating GLB models in PlayCanvas to measure bounds, grounding, clips,...
inspect-runtime
Used when reading state from a running PlayCanvas app, to reach its live Application through the Engine devtools hook...
light-scene
Used when lighting or rendering a PlayCanvas scene, covering lights, ambient and environment lighting, sky, shadows,...
load-assets
Used when loading glTF/GLB models or textures in PlayCanvas, choosing Draco or Basis/KTX2 compression, or setting up...
override-shader-chunks
Used when a PlayCanvas StandardMaterial needs custom shading its properties cannot express, such as stylized looks or...
reduce-draw-calls
Used when a PlayCanvas app has too many draw calls or is CPU-bound, before hand-merging meshes or writing custom...
reuse-scripts
Use before writing PlayCanvas behaviour from scratch, to reuse the scripts and helpers the installed Engine already...
verify-pixels
Used when a PlayCanvas rendering change is meant to leave the image unchanged, to prove it with deterministic captures...
call-followup-email
Turns a recent RingEX phone call into a drafted (and optionally sent) follow-up email.
call-recap
Finds a specific recent call in the authenticated RingEX Phone user's own call history and recaps it with AI notes,...
colleague-lookup
Looks up a colleague by name, department, job title, or phone number across the company directory and the authenticated...
communications-brief
Produces a RingEX Phone communications brief from recent calls, SMS, voicemail, contacts, presence, and message-store...
fax-inbox
Presents the authenticated RingEX Phone user's fax inbox as a clickable list of recent faxes, then reads back the...
manage-adaptive-cards
Composes, posts, updates, and deletes RingCentral Team Chat Adaptive Cards for the authenticated user within the...
manage-events
Creates, finds, updates, or deletes RingCentral Team Chat events on behalf of the authenticated RingEX Chat user,...
manage-notes
Creates, finds, updates, publishes, locks/unlocks, or deletes RingCentral Team Chat notes on behalf of the...
manage-tasks
Creates, finds, updates, completes/reopens, or deletes RingCentral Team Chat tasks on behalf of the authenticated...
manage-teams
Creates, updates, archives/unarchives, or deletes RingCentral Team Chat teams, manages membership and favorites, and...
manage-webhooks
Creates, activates, suspends, or deletes RingCentral Team Chat incoming webhooks for a group, on behalf of the...
post-to-chat
Sends, edits, or deletes a RingCentral Team Chat post — to a resolved person or a known chat/channel, including thread...
read-team-chat
Lets the authenticated RingEX Chat user browse recent Team Chat chats and read a selected one as a formatted stream of...
send-sms
Sends a single person-to-person SMS on behalf of the authenticated RingEX Phone user, resolving the recipient,...
sms-inbox
Presents the authenticated RingEX Phone user's SMS and MMS inbox as a clickable list of recent conversations, then...
voicemail-inbox
Presents the authenticated RingEX Phone user's voicemail inbox as a clickable list of recent messages, then reads back...
agency-clients
Work safely across several clients or brands in PostEverywhere.
approval-workflow
Draft social media posts for someone else to review before they go live in PostEverywhere.
brand-voice
Learn how the user writes on social media and write a short voice guide from their own posts in PostEverywhere.
connect-social-accounts
Connect a social media account or channel to PostEverywhere.
cross-post-video
Post one video to several platforms with PostEverywhere, with the right title and caption for each.
fix-failed-posts
Used to find and fix social media posts that failed to publish in PostEverywhere.
launch-announcement
Plan and schedule a multi-day announcement campaign with PostEverywhere.
plan-content-calendar
Plan a week or month of social media posts with PostEverywhere.
recycle-top-posts
Used to find the user's best past social media posts in PostEverywhere and schedule fresh versions of them.
repurpose-content
Turn one long piece of content into a set of social media posts with PostEverywhere.
review-post-performance
Used to review how social media posts performed with PostEverywhere analytics.
schedule-social-posts
Write, schedule or publish a social media post with PostEverywhere.
weekly-report
Used to write a short weekly or monthly social media report from PostEverywhere data, ready to paste into an email.
write-blog-post
Used to write and publish a WordPress blog post with PostEverywhere.
write-x-thread-or-article
Used to write an X (Twitter) thread or a long-form X Article and post it with PostEverywhere.
accessibility
Audits or remediates Flutter widgets against WCAG 2.2 conformance levels A, AA, or AAA across iOS, Android, Web, macOS,...
animations
Best practices for Flutter animations using the built-in animation framework, covering implicit animations, explicit...
bloc
Best practices for Bloc state management in Flutter/Dart, covering Cubit versus Bloc, event and state naming, sealed...
create-project
Scaffold a new Dart or Flutter project from a Very Good CLI template, covering the flutter_app, dart_package,...
dart-flutter-sdk-upgrade
VGV-specific reference for bumping Dart and Flutter SDK constraints across packages, covering pubspec.yaml environment...
green-gate
Drives a Dart or Flutter package fully green through a verify-fix-rerun loop across four gates: analyze, format, test,...
internationalization
Best practices for internationalization (i18n) and localization (l10n) in Flutter, using the built-in...
layered-architecture
VGV layered monorepo architecture in Flutter: four layers Data, Repository, Business Logic, and Presentation,...
license-compliance
Audits Dart and Flutter package dependency licenses using the Very Good CLI packages_check_licenses MCP tool, flags...
material-theming
Best practices for Flutter theming with Material 3, treating ThemeData as the single source of truth for colors,...
navigation
Best practices for navigation and routing in Flutter using GoRouter, covering hierarchical route trees, type-safe...
static-security
Static security review for Flutter mobile apps and Dart code: hardcoded secrets, insecure storage, unsafe network...
testing
Best practices for Dart unit tests, Flutter widget tests, and golden file tests, covering group and test naming, setUp...
ui-package
Best practices for building a Flutter UI package on Material: custom components, ThemeExtension theming, consistent...
very-good-analysis-upgrade
Upgrade the very_good_analysis lint package to a new version in any Dart or Flutter package, handling the pubspec.yaml...
analyze-product-behavior
Analyzes Altertable Product Analytics events, identities, web sessions, funnels, retention, segmentation, and saved...
ask-altertable
Delegates analytical questions and follow-up investigations to the Altertable Agent.
build-dashboards
Creates and updates persistent Altertable Dashboards composed of Insights, text, sections, variables, and grid...
build-data-app
Creates, updates, and deletes Altertable-hosted data apps through MCP (beta).
build-local-data-app
Builds and runs Altertable data apps locally with the CLI (beta).
configure-tasks
Creates and updates Altertable Tasks that run SQL, code, or AI work on a schedule.
ingest-data
Loads data into Altertable through the CLI, HTTP API, DataFrame tooling, object storage, or generated pipelines.
instrument-product-analytics
Adds or changes Altertable Product Analytics instrumentation in application code.
investigate-opentelemetry
Investigates OpenTelemetry logs and traces in Altertable using SQL.
manage-knowledge
Searches and maintains Altertable memories, knowledge entries, repository context, and semantic-model descriptions.
query-altertable
Inspects Altertable catalogs and runs controlled DuckDB SQL across managed and external data.
query-with-chatgpt-data
Used when ChatGPT Work's @Data agent, the ChatGPT Data agent, or a Codex workflow coordinating with @Data needs...
use-altertable
Provides Altertable's foundational operating model, environment and catalog concepts, DuckDB conventions, and...
armoctl
ARMO security platform CLI — JSON-first agent-friendly access to runtime incidents, vulnerabilities, posture, risks,...
armoctl-attack-chains
Attack chains — multi-step kill-chain views built by ARMO from runtime + posture signal.
armoctl-cloud-accounts
Cloud account onboarding — list/connect/disconnect ECS accounts.
armoctl-incidents
ARMO runtime incidents — list active threats, fetch alerts on a single incident, explain an incident's signal,...
armoctl-integrations
Outbound integrations — alert channels (Slack/email/webhook), SIEM forwarders, Jira ticket creation.
armoctl-inventory
Cluster inventory — list workloads, get unique values for a field.
armoctl-network-policies
Generated NetworkPolicies — list discovered policies and generate one for a workload from observed traffic.
armoctl-posture
Kubernetes posture scanning — controls, frameworks, exceptions.
armoctl-repo-posture
Repository posture — IaC scanning of a connected git repo for config issues, with per-file and per-control views.
armoctl-risks
Security risks (cross-cutting risk view) — list/resources/severities and exception policies.
armoctl-runtime-policies
Runtime policies — bundles of rules attached to clusters/namespaces/workloads.
armoctl-runtime-rules
Runtime detection rules — CRUD on the per-rule policy surface (the ARMO equivalent of a Falco rule).
armoctl-seccomp
Generated seccomp profiles — list and generate profiles per workload.
armoctl-vulns
ARMO vulnerability triage — list CVEs, find affected images/hosts/workloads, check runtime relevance, manage exception...
agent-onboarding
Onboard an agent to Bright Data.
bright-data-best-practices
Used to build production-ready Bright Data integrations with best practices baked in.
bright-data-mcp
Bright Data MCP handles ALL web data operations.
brightdata-cli
Guide for using the Bright Data CLI (`brightdata` / `bdata`) to scrape websites, search the web, run thousands of...
scrape
Scrape web content as clean markdown/HTML/JSON via the Bright Data CLI (`bdata scrape`).
search
Used to search the web via the Bright Data CLI — `bdata search` for Google/Bing/Yandex SERP, `bdata discover` for...
seo-audit
When the user wants to audit, review, or diagnose SEO issues on their site.
brd-browser-debug
Used to debug Bright Data Scraping Browser sessions using the Browser Sessions API.
design-mirror
Replicate the visual style of any website and apply it to your existing codebase.
brightdata-sdk-js
Web data extraction and discovery using the Bright Data JavaScript/TypeScript SDK (`@brightdata/sdk`).
live-research
Produce a deep, multi-source, cited research brief on a topic from live web data using Bright Data's Discover API...
brightdata-proxy
Used to generate working code that routes HTTP requests through Bright Data proxy networks (Datacenter, ISP,...
brightdata-sdk
Web data extraction and discovery using the Bright Data Python SDK.
rag-pipeline
Used to build a RAG (retrieval-augmented generation) pipeline or a custom search engine on top of Bright Data's...
scraper-builder
Used to build production-ready web scrapers for any website using Bright Data infrastructure.
inngest-agents
Used when building durable AI agents or agentic workflows with Inngest and AgentKit, including model calls, tool calls,...
inngest-api
Used when the user explicitly asks for the Inngest REST API v2, raw HTTP, OpenAPI, API docs, API authentication, or an...
inngest-api-cli
Used when operating Inngest API resources from the terminal with `npx inngest-cli@latest api`: Cloud/local run...
inngest-brownfield-audit
Used when analyzing an existing TypeScript or JavaScript codebase to decide where and how to introduce Inngest.
inngest-cloud
Inspect and operate Inngest Cloud through its OAuth MCP connection.
inngest-flow-control
Used when handling external API rate limits (e.g., OpenAI 429s, HubSpot or Stripe rate limits), preventing duplicate...
inngest-middleware
Used when adding cross-cutting concerns to durable functions — structured logging or tracing across all functions,...
inngest-realtime
Used when streaming durable workflow updates to a UI in real time — live order status pages that animate as steps...
inngest-setup
Used when adding durable execution to a TypeScript project — building retry-safe webhook handlers, background jobs that...
inngest-v3-v4-migration
Used when upgrading an existing TypeScript codebase from Inngest SDK v3 to v4, or when fixing mixed v3/v4 API usage.
inngest-durable-functions
Used to create and configure Inngest durable functions.
inngest-events
Used to design and send Inngest events.
inngest-flow-control
Configure Inngest flow control for functions.
inngest-middleware
Used to create and use Inngest middleware for cross-cutting concerns.
inngest-setup
Set up Inngest in a TypeScript project.
inngest-steps
Use Inngest step methods to build durable workflows.
nimble-web-expert
Get web data now — fast, incremental, immediately responsive to what the user needs.
brand-mention-monitor
Scans Reddit, X, LinkedIn, Instagram, TikTok, YouTube, blogs, news, and review platforms for brand mentions — scoring...
launch-monitor
Monitors press, social, developer communities, and competitor channels from any point around a product launch —...
nimble-databricks-data-products
Builds Databricks data products from live web data, end to end: discovers the right Nimble web-data agents, scrapes...
seo-intel
SEO intelligence toolkit covering the full lifecycle via live web data: keyword research, rank tracking, site audits,...
data-quality-validator
Post-load data quality validation patterns for Qlik development.
platform-conventions
Captures existing platform patterns for brownfield Qlik projects.
qlik-cloud-mcp
Capability registry for the Qlik Cloud MCP server.
qlik-data-modeling
Star schema patterns, key resolution strategies, synthetic key prevention, QVD layer design, multi-app architecture...
qlik-deploy
Deployment procedures for Qlik Sense Cloud and client-managed environments.
qlik-expressions
Set analysis syntax and patterns, aggregation functions, TOTAL qualifier usage, Aggr() patterns, conditional...
qlik-load-script
Script syntax reference, QVD optimization, incremental load patterns (insert-only, insert/update, insert/update/delete,...
qlik-naming-conventions
Field naming with entity-prefix dot notation, table naming, variable naming (v prefix), expression naming, file naming...
qlik-performance
Performance optimization for Qlik Sense: three-metric framework (Base RAM, Peak RAM, Reload Time), key encoding...
qlik-project-scaffold
Initialize a new Qlik project with standard directory structure, input subdirectories, artifact phases, and dependency...
qlik-review-checklist
Complete QA checklist used by the qa-reviewer agent for validating Qlik development artifacts.
qlik-security
Section access patterns, row-level security, data reduction, OMIT field usage, hybrid security models, and Cloud vs.
qlik-visualization
Chart type selection guide with decision criteria based on data relationships, layout patterns and responsive design,...
source-profiler
Data source profiling capability for Qlik development.
eodhd-analyze
Comprehensive single-company analysis using EODHD data — profile, fundamentals, price action, news sentiment, insider...
eodhd-compare
Side-by-side comparison of two or more companies using EODHD data — valuation, financials, profitability, performance,...
eodhd-macro
Macro-economic dashboard using EODHD data — GDP, CPI, unemployment, interest rates, Treasury yield curve, real yields,...
eodhd-market
Comprehensive market overview using EODHD data — major indices, sector performance, Treasury yield curve, macro...
eodhd-screen
Screen stocks by fundamental and technical criteria using the EODHD screener — market cap, P/E, dividend yield, sector,...
context-item-creation
Guides you through creating context items — instructions, skills, knowledge pointers, and memory events — that give the...
conversation-review
Used when a semantic/context layer curator wants to review past analysis conversations in bulk, categorize user...
filtering
Used when the user needs to filter data — whether in a structured query, a metric aggregation, or an attribute...
model-exploration
Used when exploring Honeydew semantic layer, discovering entities/fields, setting up workspace and branch context, or...
query
Used when the user wants to query or analyze data through the Honeydew semantic layer — including natural language...
query-debugging
Used when the user wants to review or inspect past query executions in Honeydew — what ran, from which client (BI...
validation
Use after creating or modifying ANY Honeydew object (metric, attribute, entity, domain).
workspace-branch
Used when setting up workspace and branch context, switching workspaces or branches, creating or deleting branches,...
answers
Get AI-powered answers with citations and sources from the web using Olostep
batch
Scrape up to 10,000 URLs in a single batch operation using Olostep
crawl
Autonomously crawl an entire website starting from a URL, following links to discover and scrape pages
debug-error
Used to search the live web for a specific error message and find the real fix — from GitHub issues, StackOverflow, or...
docs-to-code
Scrape API documentation or library docs and write working, up-to-date integration code from them.
extract-schema
Turn any webpage into clean, structured JSON matching a TypeScript interface or schema.
integrate
Automatically integrate the Olostep SDK into the user's codebase.
map
Discover and list all URLs on a website for site analysis and planning
migrate-code
Scrape a migration guide or changelog and automatically update the user's code to match the new version.
research
Do thorough, cited web research to help make a decision — compare tools, evaluate competitors, research tech stacks, or...
scrape
Scrape a single webpage and extract its content as markdown, HTML, JSON, or text using Olostep
search
Used to search the web using Olostep and get structured results with scraped content
setup
Configure your Olostep API key for web scraping, search, and crawling
opensearch-skills
Used to build search applications and query log analytics data with OpenSearch.
cloud
Deploy OpenSearch search applications to managed cloud providers.
aws-setup
Deploy OpenSearch search applications to Amazon OpenSearch Service or Amazon OpenSearch Serverless.
aoss-nextgen-provisioning
Used when provisioning or deprovisioning OpenSearch Serverless collections, creating collection groups, setting up AOSS...
observability
Used to analyze logs and investigate traces in OpenSearch.
search
Used to build search applications with OpenSearch.
parallel-cli-setup
Set up and maintain the Parallel CLI (install, auth, balance, skills install)
choose-your-parallel-api
Choose the right Parallel API and configuration for cost, latency, and answer quality.
migrate-to-parallel
Migrate Exa, Tavily, Perplexity, or Firecrawl web-data integrations completely to the appropriate Parallel products...
parallel-data-enrichment
Bulk data enrichment.
parallel-deep-research
ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'.
parallel-findall
Discover entities (companies, people, products, etc.) matching a natural-language description.
parallel-mcp-setup
Used when installing, configuring, or troubleshooting an authenticated Parallel Search MCP connection in Bifrost,...
parallel-memory
Recall past Parallel Task, Monitor, and FindAll runs when they may help; evict runs or clear memory when asked.
parallel-monitor
Continuously track the web for changes on a recurring cadence.
parallel-search-setup
Used when verifying, using, or troubleshooting the anonymous Parallel Search MCP server bundled with this plugin — when...
parallel-data-enrichment
Bulk data enrichment.
parallel-deep-research
ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'.
parallel-findall
Discover entities (companies, people, products, etc.) matching a natural-language description.
parallel-monitor
Continuously track the web for changes on a recurring cadence.
parallel-web-extract
CLI content extraction from one or more URLs, including webpages, articles and PDFs.
parallel-web-search
CLI web search, the default for lookups, current information and research queries.
content-calendar-audit
Audit a Planable workspace's content calendar for a given period — surface what's scheduled, what's missing, what has...
content-pattern-intelligence
Used to analyze top-performing posts across three performance lenses — engagement, impressions, and engagement rate —...
cross-client-metrics-overview
Pull and compare performance metrics across multiple Planable workspaces (clients or brands) in a single view.
draft-post-batch
Draft and publish a batch of social media posts directly into Planable as drafts.
monthly-performance-summary
Used to generate a clear, client-ready social media performance summary from Planable analytics or a user-uploaded CSV...
pending-approvals-roundup
Fetch and summarize all posts pending approval across one or more Planable workspaces.
remotion-best-practices
Router for all Remotion skills
remotion-captions
Transcribing, displaying and animating captions
remotion-create
Used to create a new Remotion video
remotion-docs
Used to search Remotion documentation
remotion-interactivity
Structure Remotion markup for interactivity
remotion-maps
Remotion Map animation knowledge
remotion-markup
Content, animation and effects best practices
remotion-multimedia
Interacting with Mediabunny
remotion-render
Export a Remotion video
remotion-saas
Used to build an app with Remotion
remotion-studio
Preview a Remotion video
remotion-upgrade
Upgrade Remotion, and related packages
remotion-best-practices
Router for all Remotion skills
remotion-best-practices
Best practices for Remotion - Video creation in React
make-pr
Open a pull request for the current feature
add-cli-option
Used to add a new Remotion CLI or config option by creating an AnyRemotionOption, registering CLI parsing, wiring...
add-effect
Used to add a new effect to @remotion/effects, including implementation, package exports, docs, demos, preview images,...
add-expert
Used to add a new expert to the Remotion experts page
add-new-package
Used to add a new package to the Remotion monorepo, including package scaffolding, monorepo registration,...
add-sfx
Used to add a new sound effect to @remotion/sfx
docs-demo
Used to add an interactive demo to the Remotion documentation.
fix-dependabot
Used to fix a Dependabot PR by updating all monorepo instances of the dependency, running bun install, and pushing
pr
Open a pull request for the current feature
pr-name
Used to review or correct a Remotion pull request title
remotion-best-practices
Router for all Remotion skills
version
The version of Remotion we are working on.
video-report
Used to generate a report about a video
visual-mode
Guidance for working on Remotion Studio Visual Mode, sequence identity, node paths, symbolicated stacks, override IDs,...
web-renderer-test
Used to add explicitly requested web renderer tests or update existing ones for implementation changes.
writing-docs
Guides for writing and editing Remotion documentation.
remotion-best-practices
Router for all Remotion skills
remotion-captions
Transcribing, displaying and animating captions
remotion-create
Used to create a new Remotion video
remotion-interactivity
Structure Remotion markup for interactivity
remotion-maps
Remotion Map animation knowledge
remotion-markup
Content, animation and effects best practices
remotion-multimedia
Interacting with Mediabunny
remotion-render
Export a Remotion video
remotion-saas
Used to build an app with Remotion
remotion-studio
Preview a Remotion video
remotion-upgrade
Upgrade Remotion, and related packages
remotion-docs
Used to search Remotion documentation
docker-agent-config
Used when creating or editing an agent.yaml (or .yml/.hcl) configuration file for Docker Agent (cagent), including...
docker-agent-deploy
Used when exposing a Docker Agent as a server (MCP, HTTP API, A2A, ACP, or OpenAI-compatible chat), distributing an...
docker-agent-run
Used when running a Docker Agent with `docker agent run`, choosing a safety/approval mode, using the `--sandbox`...
docker-build-strategies
Used when writing, reviewing, or optimizing Dockerfiles, even if the user just says their image is too large, their...
docker-compose-patterns
Used when creating, modifying, or debugging Docker Compose configurations, even if the user just says they need to wire...
docker-destructive-guardrails
Use this skill before running, or recommending, any Docker command that deletes, wipes, resets, or otherwise...
docker-project-foundations
Used when setting up, initializing, or Dockerizing a project, even if the user doesn't explicitly mention Docker but...
docker-sandboxes-env
Used when authoring, planning, or running a declarative `sbxenv.yaml` file for Docker Sandboxes (`sbx env...
docker-sandboxes-kits
Used when authoring, validating, packaging, signing, or composing a Docker Sandboxes kit `spec.yaml` (`sbx kit...
docker-sandboxes-lifecycle
Used when creating, running, reattaching to, listing, stopping, or removing Docker Sandboxes (the standalone `sbx` CLI...
docker-sandboxes-network-credentials
Used when configuring what a Docker Sandboxes (`sbx`) sandbox can reach on the network or which credentials it...
fastmod
Use fastmod to make mass code updates to avoid many repetitive changes.
building-pydantic-ai-agents
Used to build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), workspaces, structured...
building-pydantic-ai-agents
Used to build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), workspaces, structured...
instrumentation
Used to add Pydantic Logfire observability to applications.
logfire-instrumentation
Used to add Pydantic Logfire observability to application code — traces, logs, metrics, and AI/agent spans.
logfire-query
Query and analyze Logfire telemetry data — traces, logs, spans, metrics, summaries, and SQL results.
logfire-ui
Open or return Logfire project pages, live views, trace links, and Explore pages in the Codex browser without querying...
pydantic
Pydantic is a Python data validation and serialization library, based on type hints.
pydantic-ai-harness
Extend Pydantic AI agents with capabilities from pydantic-ai-harness -- the Coder coding agent, file and shell tools in...
migrating-agno-to-pydantic-ai
Migrate Python Agno applications to Pydantic AI and, only when needed, Pydantic AI Harness.
migrating-claude-agent-sdk-to-pydantic-ai
Migrate Python applications from the Claude Agent SDK to Pydantic AI and, only when needed, Pydantic AI Harness.
migrating-google-adk-to-pydantic-ai
Migrate Python Google Agent Development Kit (ADK) applications to Pydantic AI.
migrating-langchain-to-pydantic-ai
Migrate Python LangChain, LangGraph, or Deep Agents applications to Pydantic AI and, when the source uses harness...
migrating-mastra-to-pydantic-ai
Migrate TypeScript Mastra applications to Python with Pydantic AI and, only when needed, Pydantic AI Harness.
migrating-openai-agents-sdk-to-pydantic-ai
Migrate Python OpenAI Agents SDK applications to Pydantic AI and, when warranted, Pydantic AI Harness.
migrating-pi-to-pydantic-ai
Migrate TypeScript Pi coding-agent applications, extensions, or packages to Python with Pydantic AI and Pydantic AI...
migrating-vercel-ai-sdk-and-eve-to-pydantic-ai
Migrate TypeScript Vercel AI SDK or Eve applications to Python with Pydantic AI and, only when needed, Pydantic AI...
uniform-content-modeling
Best practices for content modeling in Uniform — designing content types with well-chosen fields, validations, and...
uniform-enrichment-recommendations
Used to add personalized, relevance-ranked content recommendations to a Uniform + React/Next.js project by boosting...
uniform-experience-modeling
Best practices for experience modeling in Uniform — designing component definitions with well-chosen parameters, slots,...
uniform-forms
Used when adding a form (like contact, signup, newsletter, lead-capture or survey) to a Uniform project, when creating...
uniform-mesh
Building Uniform Mesh integrations end to end — scaffold with the CLI, define the mesh-manifest, implement locations,...
uniform-nextjs-app-router
Guides integration of Uniform CMS with Next.js App Router using the @uniformdev/next-app-router v2 SDK and React Server...
uniform-nextjs-page-router
Guides integration of Uniform CMS with Next.js Page Router.
uniform-sdk
Uniform SDK developer reference covering authentication, CLI configuration, routing, and the content API clients that...
ds-audit
Internal development tool that performs a comprehensive quality audit of all marketing skills and agents.
ds-eval
Internal development tool that tests whether skill descriptions trigger correctly for different user inputs.
ds-lint
Internal development tool that validates all SKILL.md and agent .md files against the Claude Code spec.
diffbot-crawl
Crawl a website or manage Diffbot crawler jobs.
diffbot-deals
Used to search funding rounds, investments, and acquisitions in the Diffbot Knowledge Graph by date, deal size, round...
diffbot-dql
Query the Diffbot Knowledge Graph directly with DQL (Diffbot Query Language).
diffbot-entities
Identify and resolve named entities in text using the Diffbot NLP API.
diffbot-extract
Extract markdown or structured content from a URL using the Diffbot Extract API — a live fetch and parse of the page,...
diffbot-news
Used to search news and articles in the Diffbot Knowledge Graph by mentioned company, person, topic, publisher,...
diffbot-organizations
Used to search companies and organizations in the Diffbot Knowledge Graph by industry, headquarters, headcount,...
diffbot-people
Used to search people in the Diffbot Knowledge Graph by job title, employer, employer industry, skills, education,...
diffbot-places
Used to search geographic entities in the Diffbot Knowledge Graph — cities, counties, subregions, states, provinces,...
diffbot-web-search
Use for any web search, documentation search, or research request not falling under the DQL categories (news,...
asset-check
Four mechanical asset checks on an interface that was just built or changed - emoji standing in for icons, sections...
design-tokens
Set up design tokens in a project that has none, and catch drift in one that does - color palette with a neutral ramp,...
icons8
Pick and fetch icons through the Icons8 MCP so a project ends up with one consistent set instead of a pile of...
icons8-design
The front door to Icons8 design help.
illustration-animator
Bring static vector illustrations to life - turn a folder of SVG illustrations of one style into looped animations...
motion
Decide whether something should animate, then build or review the motion - purpose, properties, easing, duration,...
ouch
Choose and ship Icons8 illustrations (Ouch!) through the Icons8 MCP so a deliverable ends up with pictures that are...
ux-check
Used to review and guide interface UX - affordance, state coverage (empty, loading, error, overflow), flow...
ux-writing
Used to write and review user-facing interface text - buttons, labels, errors, empty states, placeholders, tooltips,...
android-aso
Used when the user wants Google Play Store or Android ASO: Play listing title, short description, full description,...
app-analytics
Used when the user wants to interpret ASO.dev Measurements or App Store Connect metrics: downloads, impressions,...
app-context
Use to read, create, or update ASO.dev per-app project context before metadata, localization, keywords, screenshots,...
apple-search-ads-intelligence
Used when the user wants Apple Search Ads or ASO.dev Ads Intelligence analysis: app ads, keyword ads, competitor ad...
aso-audit
Used when the user wants a full ASO audit or health check for an app: metadata, keyword coverage, cross-localization,...
competitor-analysis
Used when the user wants to analyze App Store or Google Play competitors: competitor metadata, keywords, screenshots,...
cpp-ppo-pages
Used when the user wants App Store Custom Product Pages, Product Page Optimization, A/B testing, conversion rate...
current-metadata-fetch
Use before editing current Apple or Google metadata in ASO.dev.
featuring-nomination
Used when the user wants App Store featuring, Apple editorial consideration, App of the Day/Today tab ideas,...
figma-json-localization
Used when the user wants to localize a Figma or ASO.dev screenshot JSON file into all App Store Connect localizations,...
in-app-events
Used when the user wants to create, plan, audit, optimize, localize, or fill App Store In-App Events in ASO.dev: event...
in-app-purchases
Use for App Store consumable and non-consumable In-App Purchases: metadata, localization, pricing/availability notes,...
in-app-subscriptions
Use for App Store auto-renewable subscriptions and subscription groups: product names, descriptions, trial/offer...
keyword-coverage
Use for keyword ideas, keyword prioritization, keyword/search query CSV-derived shortlists, competitor keyword gaps,...
keyword-research
Used when the user wants ASO keyword discovery or research: uploaded keyword/search query CSV analysis, Search Ads...
localization-cross-localization
Used when the user wants to localize App Store or Google Play metadata, translate/adapt listings, expand to...
metadata-editor
Used when the user wants to write, rewrite, optimize, compare, validate, or bulk-fill Apple App Store or Google Play...
metadata-validation
Use to validate ASO.dev Apple/Google metadata, In-App Event drafts, nominations, review replies, or review complaint...
monetization-strategy
Used when the user wants to design or optimize app monetization: pricing, paywalls, subscriptions, in-app purchases,...
pricing-availability
Use for App Store app, IAP, and subscription pricing or availability: price points, territory rollout, scheduled...
reviews-ratings
Used when the user wants to analyze, respond to, report, or improve App Store reviews and ratings in ASO.dev: negative...
screenshot-brief
Use to prepare screenshot copy, screenshot order, creative briefs, and App Store / Google Play visual messaging.
seasonal-calendar
Used when the user wants seasonal ASO, holiday optimization, trending moments, seasonal keywords, metadata swaps,...
subscription-lifecycle
Used when the user wants to optimize subscription lifecycle and subscriber retention: trial start, trial conversion,...
whats-new-release-notes
Use to write App Store What's New / release notes for updates, bug fixes, new features, and launch communication.
full-crm
Used when the user wants to move already enriched contacts into a CRM and has a separate CRM MCP connected.
full-csv
Used when the user uploads a CSV file containing contacts (LinkedIn URLs, names + companies, or any combination) and...
full-lookalike
Used when the user has a LinkedIn profile and wants to find similar people — same type of role, seniority, industry,...
full-meeting
Used when the user has an upcoming meeting and wants a comprehensive brief on the person they're meeting.
full-org
Used when the user wants to map a company's team structure, visualize the org chart, and identify the right people to...
full-outreach
Used when the user wants to craft hyper-personalized outreach messages for B2B contacts.
full-prospecting
Used when the user wants to find and enrich B2B contacts matching an ICP.
full-sequence
Used when the user wants to design and deploy a multi-touch outreach sequence.
full-talent
Used when the user wants to source candidates for a role.
account-research
Research one company with LeadMagic MCP and summarize its GTM signals.
bulk-enrichment
Credit-safe CSV and list enrichment with LeadMagic bulk jobs — balance, preview, confirm, submit, watch, export, and...
contact-lookup
Find, validate, or identify one B2B contact with LeadMagic MCP — work email, profile, or reverse email lookup.
credit-guard
Spend discipline for LeadMagic MCP — free helpers first, composites over chains, confirmation tokens, no duplicate...
decision-makers
Used to find executives and buyers at a company via LeadMagic MCP, with work emails when requested.
get-started
Onboard with LeadMagic MCP — check credits, run one company or one contact outcome, and confirm cost before spend.
hiring-intent
Surface open roles and hiring velocity with LeadMagic MCP jobs and hiring-signal tools.
market-search
Broad people, company, and jobs market search via LeadMagic MCP with plan-aware cost, fair-use limits, and cursor...
mirrord-ci
Help users set up mirrord in CI pipelines for testing against real Kubernetes environments.
mirrord-chaos
Help users chaos test their app with mirrord: inject artificial latency or connection errors into a mirrord session's...
mirrord-config
Helps users generate, edit, and validate mirrord.json configuration files for mirrord (MetalBear).
mirrord-kafka
Helps DevOps engineers configure mirrord Operator's Kafka queue splitting feature end-to-end.
mirrord-operator
Help users install and configure the mirrord Operator for team/enterprise environments.
mirrord-quickstart
Guide users from zero to their first working mirrord session — check system requirements, install mirrord via CLI, VS...
mirrord-temporal
Helps DevOps engineers configure mirrord Operator's Temporal task queue splitting feature end-to-end.
mirrord-up
Helps users run multiple concurrent mirrord sessions from a single mirrord-up.yaml (compose-style multi-service local...
sonar-analyze
Used to analyze a file for quality and security issues using SonarQube
sonar-coverage
Used to find files with low test coverage and inspect uncovered lines in a SonarQube project (project key optional when...
sonar-dependency-risks
Used to search for software composition analysis (SCA) dependency risks in a SonarQube project (project key optional...
sonar-duplication
Used to find files with code duplications in a SonarQube project and inspect duplication blocks for a file (project key...
sonar-fix-issue
Used to fix a specific SonarQube issue in code by rule key and location
sonar-list-issues
Used to search and filter SonarQube issues for a project, branch, or pull request via sonarqube-cli (`-p` is always...
sonar-list-projects
List SonarQube projects accessible to the current user
sonar-quality-gate
Show SonarQube quality gate status for a project — pass/fail and each condition (metric key, threshold, actual value),...
add-to-meeting
Used to add something to a meeting in Tana so it is there when the meeting starts: a link, an agenda item, questions, a...
ask-tana
Answer a quick factual question from the team's Tana meetings and docs in one or two sentences, with the source: what...
create-from-meeting
Turn a Tana meeting into something new: a 'here's what we agreed' recap for a client, a brief, a slides outline, a...
do-my-tasks
Work through the user's open tasks in Tana: list what is assigned to them, including action items from their recent...
find-prior-art
Used to search the team's Tana meetings and docs for earlier discussion of a topic: past feedback, bug reports,...
implement-from-meeting
Turn what was discussed in a Tana meeting into working code.
prep-meeting
Used to prepare the user for an upcoming meeting: who is coming, what the invite says, what happened the last times...
schedule-meeting
Set up a meeting in Tana and the user's calendar: check the user's calendar for a free slot, then create the event with...
tana-meeting
Used to find and fully read a Tana meeting: the transcript, every screen-share screenshot, attendees, attached docs and...
reporting
Retrieve marketing, analytics, ecommerce, or CRM reporting rows from Adzviser and answer ad hoc data questions.
setup
Connect Adzviser and discover available workspaces, source accounts, and reporting fields.
arrows-crm-hygiene
CRM guide and hygiene check from Sales Skills by Arrows.
arrows-daily-brief
Arrows daily brief.
arrows-deal-nudge
Deal nudge from Sales Skills by Arrows.
arrows-post-call
Post-call from Sales Skills by Arrows.
arrows-pre-call-prep
Arrows pre-call prep.
arrows-process-gaps-report
Arrows process gaps report: finds what's falling through the cracks in your pipeline, measured against your own sales...
arrows-setup
Setup for Sales Skills by Arrows.
arrows-weekly-pipeline-review
Weekly pipeline review from Sales Skills by Arrows.
airflow
Queries, manages, and troubleshoots Apache Airflow using the `af` CLI.
airflow-hitl
Builds human-in-the-loop (HITL) Airflow workflows - approval gates, form input, and human-driven branching.
airflow-plugins
Builds Airflow 3.1+ plugins that embed FastAPI apps, custom UI pages, React components, middleware, macros, and...
analyzing-data
Queries the data warehouse with SQL and answers business questions about data.
annotating-task-lineage
Annotate Airflow tasks with data lineage using inlets and outlets.
airflow-adapter
Airflow adapter pattern for v2/v3 API compatibility.
authoring-dags
Workflow and best practices for writing Apache Airflow DAGs.
blueprint
Define reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML.
checking-freshness
Quick data freshness check.
cosmos-dbt-core
Turns a dbt Core project into an Airflow DAG/TaskGroup using Astronomer Cosmos.
cosmos-dbt-fusion
Used to run a dbt Fusion project with Astronomer Cosmos.
creating-openlineage-extractors
Used to create custom OpenLineage extractors for Airflow operators.
dag-factory
Authors Apache Airflow DAGs declaratively from dag-factory YAML configs.
debugging-dags
Comprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention...
delegating-to-otto
Drives Astronomer's Otto agent (`astro otto`) as a delegated sub-agent for Airflow, dbt, and data-engineering work.
deploying-airflow
Deploys Airflow DAGs and projects.
managing-astro-deployments
Used to manage Astronomer production deployments with Astro CLI.
managing-astro-local-env
Used to manage local Airflow environment with Astro CLI (Docker and standalone modes).
migrating-ai-sdk-to-common-ai
Migrates Airflow projects from airflow-ai-sdk to apache-airflow-providers-common-ai 0.4.0+.
migrating-airflow-2-to-3
Guide for migrating Apache Airflow 2.x projects to Airflow 3.x.
profiling-tables
Deep-dive data profiling for a specific table.
setting-up-astro-project
Initialize and configure Astro/Airflow projects.
airflow-plugins
Used to build Airflow 3.1+ plugins that embed FastAPI apps, custom UI pages, React components, middleware, macros, and...
airflow-state-store
Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores...
analyzing-data
Queries data warehouse and answers business questions about data.
authoring-go-sdk-tasks
Writes Airflow task logic in Go using the Airflow Go SDK.
authoring-java-sdk-tasks
Writes Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK.
authoring-language-sdk-tasks
The language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the DAG...
configuring-airflow-language-sdks
Configures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue...
cosmos-dbt-core
Used when turning a dbt Core project into an Airflow DAG/TaskGroup using Astronomer Cosmos.
cosmos-dbt-fusion
Used when running a dbt Fusion project with Astronomer Cosmos.
deploying-airflow
Deploy Airflow DAGs and projects.
deploying-go-sdk-bundles
Builds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them.
deploying-java-sdk-bundles
Builds and deploys compiled Airflow Java SDK bundles so workers can run them.
migrating-dagster-to-airflow
Guide for migrating Dagster projects to Apache Airflow 3 on Astro.
testing-dags
Complex DAG testing workflows with debugging and fixing cycles.
tracing-downstream-lineage
Trace downstream data lineage and impact analysis.
tracing-upstream-lineage
Trace upstream data lineage.
troubleshooting-astro-deployments
Troubleshoot Astronomer production deployments with Astro CLI.
warehouse-init
Initialize warehouse schema discovery.
upload-post
Upload content to social media platforms via Upload-Post API.
analyze-performance
Pull analytics from Upload-Post (account-level and post-level), summarise what is working, and suggest content moves.
autodm-setup
Set up an Instagram comment-to-DM funnel.
manage-comments
Read, reply to and moderate comments on published posts across Instagram, Facebook, YouTube, LinkedIn, TikTok, X,...
posting-queue
Configure and inspect the Upload-Post posting queue — the recurring time slots that queued content drips into.
repurpose-video
Turn a long video (talking head, podcast, livestream, webinar) into multiple viral short clips and schedule them to...
schedule-campaign
Schedule a post (text, photo, video, or thread) across multiple platforms at once.
setup
Get a new Upload-Post user from install to their first published or scheduled post.
whitelabel-connect
Used to generate a JWT-authenticated connection URL so a client or end-user can OAuth their social accounts into a...
computation-audit
Design, run, or audit a mathematical computation supporting a research claim when correctness, provenance, tested...
literature-check
Verify what an external mathematical source proves: exact theorem, hypotheses and version, citation, notation...
manuscript-integrate
Integrate an already validated mathematical result, correction, citation, or response to referee comments into an...
proof-audit
Adversarially audit an existing mathematical claim, proof, derivation, diagram, or theorem dependency for correctness.
proofread-math
Conservatively proofread mathematical prose and LaTeX for grammar, typography, syntax, notation consistency,...
referee
Referee a whole mathematical manuscript for correctness, edge cases, notation, exposition and claim calibration.
research-attempt
Used to run one bounded, auditable mathematical research route: a proof attempt, reduction, counterexample search, or a...
research-init
Set up, plan a retrofit of, substantially revise, or migrate an AI-assisted mathematical research repository's agent...
research-retrospective
Reconcile a mathematical research repository's current claims, proofs, computations, status, literature dependencies,...
research-state
Read or update a local append-only .mathbox ledger of exact claims, evidence revisions, dependency impact, review...
brand-protection
Scan for typosquats and lookalike registrations around a brand, assess each domain individually, surface unconfirmed...
domain-analyze
Used to analyze a specific domain using registration, DNS, website, backlink, cross-TLD, and market and legal-risk...
domain-cma-valuation
Apply the substitution principle to position a compound or keyword-plus-modifier domain within the current asking-price...
domain-generator
Used to generate modern brandable domains from a user-supplied keyword, concept, or specific taken domain.
domain-market-beat
Produce a time-bounded domain-market news briefing with source tiers, event types, and explicit inference limits,...
domain-name-advisor
Used to run a naming and acquisition-path consultation and present a small verified shortlist in either of two modes.
domainkits
How to use the DomainKits tools for domain data (newly registered, expired, and deleted domains; WHOIS, DNS, reverse...
keyword-intel
Map available evidence around a known keyword in the domain market, keeping search-audience, advertiser,...
keyword-trend-hunter
Discover hot or emerging domain-registration keywords, validate each detected spike against an aligned new-registration...
masthead-asset-prioritization
Used to review monitoring tiers for BigQuery tables and BI assets against Masthead asset scores — propose PRIORITY or...
masthead-compute-savings-with-workload-assignments
Optimize BigQuery compute costs by reassigning data models (Dataform, dbt, Airflow) or principals (service accounts,...
masthead-incident-triaging
Triage, analyze downstream impact, and mitigate data quality and pipeline incidents using the Masthead MCP server.
masthead-savings
Used to run the full Masthead FinOps audit across tables, datasets, pipelines, and data models.
masthead-storage-savings-with-tables
Optimize BigQuery storage costs by identifying and removing dead-end and unused tables.
masthead-triage
Triage active Masthead incidents with lineage and blast-radius analysis.
headless-checkout-integration
Integrates Xsolla Headless Checkout — a fully customizable, client-controlled payment UI built on the...
merchant-setup
Guide for setting up a new Xsolla merchant account and obtaining API credentials.
product-tracking-audit-current-tracking
Reverse-engineer the current state of analytics tracking from a codebase.
product-tracking-business-case
Used to write a business case for adding product telemetry and analytics to a product.
product-tracking-design-tracking-plan
Used to design an opinionated target tracking plan and produce an explicit delta from current state to target.
product-tracking-generate-implementation-guide
Translate a tracking plan into an SDK-specific instrumentation guide.
product-tracking-instrument-new-feature
Used to update the tracking plan when a feature ships, changes, or is removed.
product-tracking-model-product
Used to build a structured product model by scanning the codebase and talking to the user.
ask
Used when the user asks a data question, wants to run a query against a data product, chat with an AI agent, or invoke...
automate
Used when the user wants to create, run, schedule, or debug automated workflows and recurring jobs.
configure
Used when the user wants to create, modify, or manage AI agents, custom tools, LLM configurations, or data source...
curate
Used when the user wants to create, update, or manage data products, publish or unpublish data products to a...
explore
Used when the user wants to discover, find, or browse data assets in the Alation catalog, data products, or...
setup
Guide the user through creating and validating their credentials.local file for connecting to Alation.
bigquery
Used when the user asks about BigQuery costs, SKUs, on-demand Analysis vs capacity slots/editions, leftover on-demand,...
cost-change-investigation
Used when investigating a cost change to explain what changed, when, and the best-supported drivers with contribution,...
dashboards
Used when creating or extending Costory dashboards, generating interesting FinOps overviews (suggest_groupby +...
recipes
Used when a user states a FinOps *outcome* rather than a tool.
reports
Used when creating, previewing, updating, scheduling, or exploring Costory reports.
virtual-dimensions
Used when creating, editing, previewing, or publishing Costory virtual dimensions (custom cost axes) with ordered CEL...
firetiger
Used when the user mentions Firetiger or wants to work with their observability data — setting up Firetiger,...
firetiger-create-agent
Used when creating a Firetiger monitoring agent, installing a prebuilt catalog agent, or configuring an agent's...
firetiger-instrument
Used when adding OpenTelemetry instrumentation to an application so it sends telemetry to Firetiger — setting up...
firetiger-investigate
Used when diagnosing an issue or incident with Firetiger — launching or reading a Firetiger investigation,...
firetiger-monitor-deploy
Used when monitoring a PR or deployment with Firetiger and reviewing what it found — watching a deploy, setting up the...
firetiger-query
Used when querying Firetiger telemetry with SQL — finding traces, searching logs, inspecting metrics, locating errors...
firetiger-setup
Used when onboarding a project to Firetiger end-to-end — authenticate, subscribe, detect the stack, wire telemetry from...
competitive-analyst
Used when the user asks about competitors, competitive landscape, rival products, win/loss vs another vendor,...
discovery-partner
Finds the highest-leverage problem to work on using Deck evidence.
feedback-analyst
Investigates a problem in depth before the AI PM acts.
initiative-brief-generator
Turn a chosen Deck problem into an initiative the team can run.
nps-breakdown
Used to check whether the product is improving, and what to fix first.
prioritisation-advisor
Ranks what to act on next and says why, using Deck evidence.
project-brief-generator
Turn a chosen Deck problem into delivery-ready Project scope.
lake-catalog
Engine-agnostic oleander lake catalog conventions: catalog.namespace.table naming, hierarchy, and catalog-qualified...
lake-query
Runs lake SQL through oleander's query router: query_run for reads, query_submit for writes, spark_sql_submit for named...
polars-submit
Runs Polars queries or scripts on oleander via the CLI, in local or distributed mode, and saves results to the lake...
spark-best-practices
General Apache Spark best practices for scalable, maintainable DataFrame jobs: avoid driver materialization, reduce...
spark-lake-catalog
Spark patterns for reading and writing oleander lake catalog tables: spark.table(), append vs overwrite, and avoiding...
spark-lineage
Preserves connected OpenLineage for oleander Spark jobs by avoiding collect()/toPandas() between read and write, and...
spark-submit
Submits, monitors, aborts, and configures Spark jobs on oleander via MCP (spark_jobs_submit), the CLI, and the...
redis-core
Core Redis modeling guidance — choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream,...
iris-development
Iris is Redis's umbrella for AI-focused products.
redis-clustering
Redis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and...
redis-connections
Redis client and connection guidance covering connection pooling, multiplexing, pipelining, client-side caching with...
redis-observability
Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected...
redis-search
Redis Search guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE,...
redis-security
Redis security guidance covering authentication (requirepass and ACL users), TLS, ACL-based least-privilege access...
redis-semantic-cache
Redis LangCache guidance for semantic caching of LLM responses on Redis Cloud — calling search/set via the SDK or REST...
branches
Used to create and name git branches following project conventions.
commits
Used to generate commit messages following Conventional Commits format.
feature-flags
Create, modify, and remove feature flags in RedisInsight.
pull-requests
Used to create and review pull requests following project standards including title format, description template, and...
playwright-skill
Battle-tested Playwright patterns for writing, debugging, and scaling reliable test suites.
playwright-ci
Production-ready CI/CD configurations for Playwright — GitHub Actions, GitLab CI, CircleCI, Azure DevOps, Jenkins,...
playwright-core
Battle-tested Playwright patterns for writing and debugging reliable E2E, API, component, visual, accessibility, and...
testdino-audit
Use only when the user explicitly asks for a TestDino audit of Playwright automated test code.
testdino-health
Used when the user wants to check TestDino connection status, validate their PAT, discover available organizations and...
testdino-manual-runs
Used when the user wants to manage a manual execution run or update case-level results inside a run — listing runs,...
testdino-manual-tests
Used when the user wants to create, update, or browse manual QA test cases and suites in TestDino — not execution runs.
testdino-releases
Used when the user wants to browse, inspect, create, or update releases/milestones in a TestDino project.
testdino-runs
Used when the user wants to inspect automated test runs, list failed or flaky tests, debug a failing testcase with...
testdino-sessions
Used when the user wants to browse, inspect, create, or update exploratory testing sessions in TestDino — by state,...
ads-manager
Used when managing Apple Search Ads through the Adapty CLI — reading campaign, ad group, keyword or ad performance,...
svelte-code-writer
CLI tools for Svelte 5 documentation lookup and code analysis.
svelte-core-bestpractices
Guidance on writing fast, robust, modern Svelte code.
performance-investigation
Investigate performance regressions and find opportunities for optimization
a11y-debugging
Uses Chrome DevTools MCP for accessibility (a11y) debugging and auditing based on web.dev guidelines.
chrome-devtools
Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation.
chrome-devtools-cli
Used to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via...
debug-optimize-lcp
Guides debugging and optimizing Largest Contentful Paint (LCP) using Chrome DevTools MCP tools.
memory-leak-debugging
Diagnoses and resolves memory leaks in JavaScript/Node.js applications.
troubleshooting
Uses Chrome DevTools MCP and documentation to troubleshoot connection and target issues.
devtools-imports
Conventions for importing code in Devtools to avoid build errors.
generate-translations
Used when new translation keys are added to packages to generate new translations strings
payload
Used when working with Payload projects (payload.config.ts, collections, fields, hooks, access control, Payload API).
cms-migration
Used when user wants to migrate content from another CMS (WordPress, Contentful, Strapi, Sanity, Webflow, etc.) to...
payload
Used when working with Payload projects (payload.config.ts, collections, fields, hooks, access control, Payload API).
chakra-ui-builder
Used to build responsive, accessible UI components and layouts using Chakra UI v3, install or configure Chakra UI in...
chakra-ui-migrate
Migrate Chakra UI projects from v2 to v3, covering package changes, codemods, provider setup, color mode, prop...
chakra-ui-refactor
Review, convert, and improve UI code using Chakra UI v3.
heroui-migration
HeroUI v2 to v3 migration guide for agents.
heroui-native
HeroUI Native component library for React Native (Tailwind v4 via Uniwind).
heroui-react
HeroUI v3 React component library (Tailwind CSS v4 + React Aria).
api-security-testing
Security-test a REST, GraphQL, or gRPC API with Strix — autonomous agents that enumerate endpoints from an...
application-security-testing
Application security testing (AppSec) across a whole product with Strix — decide which asset needs which test (source...
ci-security-scanning-with-strix
Used to add security scanning to CI/CD with Strix — GitHub Actions, GitLab CI, or any pipeline — so every pull request...
find-security-vulnerabilities-in-code
Used to find security vulnerabilities in a codebase or repository with Strix — a white-box AI security review that...
fix-security-vulnerabilities-with-strix
Used to fix security vulnerabilities found by a Strix pentest (open-source CLI or app.strix.ai cloud) — triage by...
managed-pentesting-with-strix
Used to run a managed pentest of a web app, API, repository, or local workspace on the app.strix.ai platform with the...
owasp-top-10-testing
Used to test an application against the OWASP Top 10 with Strix — autonomous AI agents that attempt real exploits for...
penetration-testing-with-strix
Pentest a web app, API, codebase, repository, URL, domain, or IP with Strix — autonomous AI penetration testing that...
web-app-penetration-testing
Pentest a web app or website end to end — black-box testing of a live URL, staging environment, or local dev server...
email-best-practices
Used when building email features, emails going to spam, high bounce rates, setting up SPF/DKIM/DMARC authentication,...
react-email
Used when building HTML email templates with React components, adding a visual email editor to an application using the...
resend-cli
Operate the Resend platform from the terminal — send emails (including React Email .tsx templates via --react-email),...
agent-email-inbox
Used when building any system where email content triggers actions — AI agent inboxes, automated support handlers,...
email-best-practices
Used when building email features, emails going to spam, high bounce rates, setting up SPF/DKIM/DMARC authentication,...
react-email
Used when building HTML email templates with React components, adding a visual email editor to an application using the...
resend
Used when working with the Resend email API — sending transactional emails (single or batch), receiving inbound emails...
resend-cli
Operate the Resend platform from the terminal — send emails (including React Email .tsx templates via --react-email),...
apollo-client
Guide for building React applications with Apollo Client 4.x.
apollo-client
Guide for building React applications with Apollo Client 4.x.
apollo-connectors
Guide for integrating REST APIs into GraphQL supergraphs using Apollo Connectors with @source and @connect directives.
apollo-ios
Guide for building Apple-platform applications with Apollo iOS, the strongly-typed GraphQL client for Swift.
apollo-kotlin
Guide for building applications with Apollo Kotlin, the GraphQL client library for Android and Kotlin.
apollo-mcp-server
Guide for using Apollo MCP Server to connect AI agents with GraphQL APIs.
apollo-router
Version-aware guide for configuring and running Apollo Router for federated GraphQL supergraphs.
apollo-router-plugin-creator
Guide for writing Apollo Router native Rust plugins.
apollo-server
Guide for building GraphQL servers with Apollo Server 5.x.
graphql-operations
Guide for writing GraphQL operations (queries, mutations, fragments) following best practices.
rover
Guide for using Apollo Rover CLI to manage GraphQL schemas and federation.
rust-best-practices
Guide for writing idiomatic Rust code based on Apollo GraphQL's best practices handbook.
skill-creator
Guide for creating effective skills for Apollo GraphQL and GraphQL development.
apollo-client
Guide for building React applications with Apollo Client 4.x.
apollo-federation
Guide for authoring Apollo Federation subgraph schemas.
graphql-schema
Guide for designing GraphQL schemas following industry best practices.
arize-admin
Manages Arize users, organizations, spaces, projects, roles, role bindings, resource restrictions, and API keys via the...
arize-ai-provider-integration
Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and...
arize-annotation
Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human...
arize-compliance-audit
INVOKE THIS SKILL when auditing an AI agent or LLM app for regulatory compliance.
arize-dataset
Creates, manages, and queries Arize datasets and examples.
arize-evaluator
Handles LLM-as-judge and code evaluator workflows on Arize including creating/updating evaluators, running evaluations...
arize-experiment
Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance.
arize-instrumentation
Adds Arize AX tracing to an LLM application for the first time.
arize-link
Generates deep links to the Arize UI for projects, traces, spans, sessions, datasets, experiments, labeling queues,...
arize-prompt-optimization
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations.
arize-prompts
INVOKE THIS SKILL for Arize Prompt Hub and `ax prompts` workflows: author or import templates and save (Workflows A–B),...
arize-trace
Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug...
phoenix-cli
Used to debug LLM applications using the Phoenix CLI (`px`, from @arizeai/phoenix-cli).
phoenix-evals
Build, run, and validate evaluators for AI/LLM applications with Phoenix, in Python or TypeScript (including Vercel AI...
phoenix-tracing
OpenInference semantic conventions and instrumentation for Phoenix AI observability.
marimo-pair
Work inside a running marimo notebook's kernel — execute code, create cells, and build a notebook as an artifact.
retro-marimo-pair
Session retrospective for improving marimo-pair and marimo._code_mode.
marimo-pair
Work inside the user's live marimo notebook from the code editor: run Python in the same kernel the user does, inspect...
add-molab-badge
Used to add "Open in molab" badge(s) linking to marimo notebooks.
auto-paper-demo
Make a demo of a research paper in a marimo notebook fully automatically without extra user input.
implement-paper
Implement a research paper as an interactive marimo notebook together with the user.
implement-paper-auto
Implement a research paper in a marimo notebook fully automatically without extra user input.
jupyter-to-marimo
Convert a Jupyter notebook (.ipynb) to a marimo notebook (.py).
marimo-batch
An opintionated skill to prepare a marimo notebook to make it ready for a scheduled run.
marimo-notebook
Used to write a marimo notebook in a Python file in the right format.
streamlit-to-marimo
Convert a Streamlit app to a marimo notebook
wasm-compatibility
Used to check if a marimo notebook is compatible with WebAssembly (WASM) and report any issues.
adaptive
Instructions to make or update an app's UI so that it adapts to different Android devices including phones, tablets,...
android-cli
Provides instructions for installing and using the `android` CLI.
android-intent-security
Best practices for Android Intent security.
appfunctions
Analyzes Android apps to identify key user workflows for AppFunctions such as creating a note, playing media, or...
edge-to-edge
Used to migrate your Jetpack Compose app to add adaptive edge-to-edge support and troubleshoot common issues.
migrate-xml-views-to-jetpack-compose
Provides a structured workflow for migrating an Android XML View to Jetpack Compose.
navigation-3
Learn how to install and migrate to Jetpack Navigation 3, and how to implement features and patterns such as deep...
play-billing-library-version-upgrade
Used when upgrading or migrating an Android project from any legacy Google Play Billing Library (PBL) version to the...
r8-analyzer
Analyzes Android build files and R8 keep rules to identify redundancies, broad package-wide rules, and rules that...
styles
Used to integrate the Jetpack Compose Styles API into an Android project.
testing-setup
Used to analyze and create a testing strategy for Android apps - install testing libraries, set up test infrastructure,...
company-values
Help define company values and culture for a minimalist business.
find-community
Help identify and evaluate communities to build a minimalist business around.
first-customers
Used to create a strategy for selling to your first 100 customers using the minimalist entrepreneur playbook.
grow-sustainably
Evaluate business decisions through the lens of sustainable, profitable growth.
marketing-plan
Used to create a minimalist marketing plan focused on building an audience through content, not ads.
minimalist-review
Used to review any business decision, plan, or strategy through the minimalist entrepreneur lens.
mvp
Guide building a minimum viable product the minimalist entrepreneur way — manual first, then processized, then...
pricing
Help figure out pricing for a product or service using minimalist entrepreneur principles.
processize
Turn a product idea into a manual-first process you can start delivering today.
validate-idea
Validate a business idea using the minimalist entrepreneur framework.
ponytail
Lazy senior dev mode: the smallest change that fully solves the task, and a reply a busy human understands in one read.
ponytail-audit
Quality audit of a whole repo: bugs, security holes, what breaks under real load, risky code without tests, slow paths,...
ponytail-debt
List every `shortcut:` comment (and older `ponytail:` ones) as a debt ledger.
ponytail-gain
Show ponytail's measured savings (code, cost, speed) from the benchmark.
ponytail-help
Quick reference for ponytail levels, skills and commands.
ponytail-review
Quality review of a change: is the logic right, is it safe, does it hold under real load, is risky code tested, is it...
codebase-to-course
Turn any codebase into a beautiful, interactive single-page HTML course that teaches how the code works to...
frontend-slides
Used to create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files.
funnel-platform-picker
Choose a landing page or sales funnel platform by working out the real total cost and lock-in for a specific case -...
landing-page-conversion-audit
Audit a landing page, sales page or checkout page for conversion leaks and return a fix list ordered by expected...
post-purchase-upsell-flow
Used to design and implement one-click post-purchase upsells and downsells that raise average order value without...
sales-funnel-blueprint
Turn an offer into a concrete multi-step sales funnel spec - page-by-page structure, price ladder, copy outline and the...
self-hosted-funnel-launch
Deploy a self-hosted funnel builder, take a funnel from empty install to published - landing page, checkout, one-click...
server-side-conversion-tracking
Set up server-side conversion tracking so purchases are reported accurately to Facebook, TikTok, Google and Bing...
migrate-oxfmt
Guide for migrating a project from Prettier or Biome to Oxfmt.
migrate-oxlint
Guide for migrating a project from ESLint to Oxlint.
bmad
Answers BMad questions and recommends the next skill from what is installed.
bmad-advanced-elicitation
Push the LLM to reconsider, refine, and improve its recent output.
bmad-agent-analyst
Business analyst for market research, competitive analysis, and requirements.
bmad-agent-architect
System architect and technical design leader.
bmad-agent-dev
Senior software engineer who implements stories and code changes.
bmad-agent-pm
Product manager for PRD creation and requirements discovery.
bmad-agent-ux-designer
UX designer and UI specialist.
bmad-architecture
Work out and record the architecture decisions that keep separately built parts of a system consistent, in a short...
bmad-brainstorming
Facilitate a brainstorming session using diverse creative techniques.
bmad-build
Turns implementation work into working code, reviewed and verified.
bmad-build-auto
One iteration of an unattended development loop.
bmad-code-review
Used to review code changes with several independent reviewers in parallel, then triage and present the findings.
bmad-correct-course
Assess the impact of a significant change during sprint execution across the PRD, epics, architecture, and UX...
bmad-create-epics-and-stories
Break requirements into epics and user stories.
bmad-customize
Authors and updates customization overrides for installed BMad skills.
bmad-deep-recon
Decision-grade research on a topic or this repository.
bmad-eval
Runs the evals of a BMad skill through the agent harness the user works in and reports what they show: baseline against...
bmad-forge-idea
Used to test a half-formed idea in a questioning conversation, with different personas probing its weak points, until...
bmad-help
Analyzes current state and user query to answer BMad questions or recommend the next skill(s) to use.
bmad-party-mode
Orchestrates lively group discussions between installed BMAD agents or custom personas, and helps author custom parties.
bmad-prd
Create, update, or validate a PRD.
bmad-prfaq
Used to test a product concept with Amazon's Working Backwards method: write the press release for the finished product...
bmad-product-brief
Create, update, or validate a product brief.
bmad-project-context
Set up, adopt, refresh, or audit a repository's agent instructions (the AGENTS.md block) so AI agents work well in that...
bmad-qa-generate-e2e-tests
Used to add end-to-end and API tests for features that already work, following the project's existing test harness.
bmad-retrospective
Used to review a finished epic folder in the ticket tree against the evidence it left behind — the epic file, each...
bmad-review
Runs one or more installed review lenses — adversarial critique, edge cases, verification gaps, structure, prose — and...
bmad-spec
Condense any input — an idea, brief, PRD, transcript, or mixed notes — into a short spec: one kernel file plus...
bmad-sprint-planning
Used to check that planning is complete enough to implement, then generate the sprint status file from the epics.
bmad-ticket
Used to create and manage tickets — initiatives, epics, stories, bugs.
bmad-toolsmith
Smithy the Toolsmith builds and maintains BMad skills, agents and modules.
bmad-ux
Capture the user's UX vision in two documents: DESIGN.md for how the product looks and EXPERIENCE.md for how it behaves.
bmad-walkthrough
Guide a human review of a commit, PR, file, or directory.
bmod-core-tools
Required bmod metadata.
bmod-method
Required bmod metadata.
bmod-toolsmith
Required bmod metadata.
draft-openspec-docs
Collaborative page-drafting mode for the OpenSpec docs.
openspec-apply-change
Implement tasks from an OpenSpec change.
openspec-archive-change
Archive a completed OpenSpec change in the experimental workflow.
openspec-bulk-archive-change
Archive multiple completed OpenSpec changes at once.
openspec-continue-change
Continue working on an OpenSpec change by creating the next artifact.
openspec-explore
Enter OpenSpec explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying...
openspec-ff-change
Fast-forward through OpenSpec artifact creation.
openspec-new-change
Start a new OpenSpec change using the experimental artifact workflow.
openspec-onboard
Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.
openspec-propose
Propose a new OpenSpec change with all artifacts generated in one step.
openspec-sync-specs
Sync delta specs from an OpenSpec change to main specs.
openspec-update-change
Used to update an OpenSpec change by revising its existing planning artifacts and keeping them coherent with one...
openspec-verify-change
Verify implementation matches OpenSpec change artifacts.
release-openspec
Used when releasing OpenSpec: audit merged work and changeset coverage, decide whether a catch-up changeset PR is...
verify-openspec-docs
Fact-checks OpenSpec user documentation with a fresh-context subagent that re-runs commands and checks claims against...
write-openspec-docs
Switches into OpenSpec docs-writing mode; loads the house style guide and drafts or revises pages in its voice...
chatgpt-app-builder
Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use.
mcp-apps-builder
Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use.
mcp-builder
Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use.
openapi-to-mcp
Used to build and deploy an MCP server from an OpenAPI / Swagger spec using the mcp-use TypeScript SDK.
chatgpt-app-builder
Used to build ChatGPT apps with interactive widgets using mcp-use and OpenAI Apps SDK.
diagram-design
Used to create branded architecture, architecture delta, IT current-state, flowchart, sequence, state machine, ER/data...
spend-optimizer
Audit subscriptions AND optimize credit card rewards.
voice-memo-organizer
Find, transcribe, summarize, and organize all Apple Voice Memos into a searchable archive.
cocoindex
Comprehensive toolkit for developing with the CocoIndex library.
cocoindex-v1
This skill should be used when building data processing pipelines with CocoIndex v1, a Python library for incremental...
ccc
This skill should be used when code search is needed (whether explicitly requested or as part of completing a task),...
cocoindex
This skill should be used when building data processing pipelines with CocoIndex, a Python library for incremental data...
abp-angular
ABP Angular UI patterns - generate-proxy, ListService, PermissionGuard, abpLocalization pipe, ConfirmationService,...
abp-app-nolayers
ABP Single-Layer (No-Layers / nolayers) application template - single project structure, feature-based file...
abp-application-layer
ABP Application Services, DTOs, CRUD service, object mapping (Mapperly/AutoMapper), validation, error handling.
abp-authorization
ABP permission system - PermissionDefinitionProvider, [Authorize] attribute, CheckPolicyAsync, IsGrantedAsync,...
abp-blazor
ABP Blazor UI patterns - AbpComponentBase, AbpCrudPageBase, DataGrid, IMenuContributor, Message/Notify, Validations,...
abp-cli
ABP CLI commands - generate-proxy, install-libs, add-package-ref, new-module, install-module, abp update, abp clean,...
abp-core
Core ABP Framework conventions - module system, DI registration, base classes (ApplicationService, DomainService),...
abp-ddd
ABP DDD patterns - Entities, Aggregate Roots, value objects, Repositories, Domain Services, Domain Events,...
abp-dependency-rules
ABP project layer dependency rules - which projects can reference which, domain/application/infrastructure separation,...
abp-development-flow
ABP development workflow - step-by-step guide for adding new entities, migrations, application services, localization,...
abp-ef-core
ABP Entity Framework Core - DbContext, entity configuration, EfCoreRepository implementation, migrations (dotnet ef...
abp-infrastructure
ABP infrastructure services - ISettingProvider, IFeatureChecker, IDistributedCache, ILocalEventBus,...
abp-microservice
ABP Microservice solution template - service structure, Integration Services ([IntegrationService]), inter-service HTTP...
abp-module
ABP reusable Module solution template - EF Core + MongoDB dual support, virtual methods for extensibility,...
abp-mongodb
ABP MongoDB patterns - AbpMongoDbContext, IMongoCollection, MongoDbRepository, no migrations, embedded documents vs...
abp-multi-tenancy
ABP Multi-Tenancy - IMultiTenant interface, CurrentTenant, CurrentTenant.Change(), DataFilter.Disable(IMultiTenant),...
abp-mvc
ABP MVC and Razor Pages UI - AbpPageModel, abp tag helpers (abp-card, abp-dynamic-form, abp-modal), JavaScript...
abp-testing
ABP testing patterns - integration tests over unit tests, GetRequiredService, IDataSeedContributor, Shouldly...
bloblang-authoring
This skill should be used when users need to create or debug Bloblang transformation scripts.
component-search
This skill should be used when users need to discover Redpanda Connect components for their streaming pipelines.
cloud-byoc
Provisions and manages Redpanda Cloud BYOC (Bring Your Own Cloud) clusters via the Control Plane API (api.redpanda.com)...
archon-cli
Drive Archon through its CLI: run AI workflows on a repo, manage those runs (inspect, approve, reject, cancel, resume),...
excalidraw-diagram
Used to create Excalidraw diagram JSON files that make visual arguments.
archon
Interactive Archon integration for knowledge base and project management via REST API.
build-signal-engine
Used to build a personal signal engine from scratch - a system that reads every source someone cares about each day...
prd
Used to generate a Product Requirements Document (PRD) for a new feature.
ralph
Convert PRDs to prd.json format for the Ralph autonomous agent system.
grill-me
A relentless interview to sharpen a plan or design.
marketing-ideas
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product.
swiftui-performance-audit
Audit and improve SwiftUI runtime performance from code review and architecture.
mobile-ios-design
Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps.
apple-appstore-reviewer
Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection...
baseline-ui
Quickly deslop UI code by fixing spacing, hierarchy, typography, and small layout issues.
extract-design-system
Extract design primitives from a public website and generate starter token files for your project.
remotion-video-creation
Best practices for Remotion - Video creation in React.
video
When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks.
ai-video-generation
Used to generate AI videos with Google Veo, Seedance 2.0, HappyHorse, Wan, Grok and 40+ models via inference.sh CLI.
Remotion
Creates programmatic video with React via Remotion — compositions, sequences, and motion graphics animated with...
slack-gif-creator
Knowledge and utilities for creating animated GIFs optimized for Slack.
emilkowalski-motion
Motion-design follow-up skill inspired by Emil Kowalski's animation guidance.
video-editing
AI-assisted video editing workflows for cutting, structuring, and augmenting real footage.
programmatic-seo
When the user wants to create SEO-driven pages at scale using templates and data.
seo
Audit, plan, and implement SEO improvements across technical SEO, on-page optimization, structured data, Core Web...
firecrawl-seo-audit
Audit a website's SEO with Firecrawl.
seo-geo
SEO & GEO (Generative Engine Optimization) for websites.
thesis-tracker
Maintain and update investment theses for portfolio positions and watchlist names.
earnings-analysis
Used to create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly...
risk-metrics-calculation
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis.
configure_mcp_server
This guide covers installation, configuration, authentication, tool discovery, prompt management, and client...
backtest
Quick backtest a strategy on a symbol.
ito-market-intelligence
Research prediction-market events, venues, underliers, liquidity, and news context for Itô basket workflows.
ccxt-python
CCXT cryptocurrency exchange library for Python developers.
bond-futures-basis
Used to analyze the bond futures basis by pricing futures, identifying the cheapest-to-deliver, and comparing with...
comps-analysis
Used to build institutional-grade comparable company analyses with operating metrics, valuation multiples, and...
dcf-model
Real DCF (Discounted Cash Flow) model creation for equity valuation.
frontend-slides
Used to create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files.
slidev
Used to create and present web-based slidedecks for developers using Slidev with Markdown, Vue components, code...
investor-materials
Used to create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and...
funding-digest
Used to generate a polished one-page PowerPoint slide summarizing key takeaways from recent funding rounds and notable...
ppt-master
AI-driven presentation workflow for generating editable PPTX decks and slides, reconstructing page visuals, creating...
ppt-generation
Used when the user requests to generate, create, or make presentations (PPT/PPTX).
theme-factory
Toolkit for styling artifacts with a theme.
content-engine
Used to create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed...
social-content
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram,...
social-publishing
Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord,...
typefully
Create, schedule, and manage social media posts via Typefully.
twitter-automation
Automate Twitter/X with posting, engagement, and user management via inference.sh CLI.
linkedin-content-generator
AI-powered LinkedIn content suite: generate posts, carousels, newsletters, and 30-day calendars with niche-specific SEO...
crosspost
Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky.
clean-data-xls
Clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize...
memory-bank
Agent-agnostic long-term project memory through `.memory-bank/` + RULES (TDD/SOLID/Clean Architecture/FSD/Mobile) +...
caveman
Ultra-compressed communication mode.
context-mode
Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs.
context-budget
Routes live context checks to the native Codex or Claude Code meter without scanning files, and performs a bounded...
token-budget-advisor
Offer a choice of response depth (25%/50%/75%/100%) with token estimates before answering, then answer at that level.
cost-tracking
Track and report Claude Code token usage, spending, and budgets from the local ECC cost-tracker metrics log.
ui-ux-pro-max
UI/UX design intelligence for web, mobile, and desktop.
playwright-cli
Automate browser interactions, test web pages and work with Playwright tests.
daisyui
Official daisyUI component-library skill for Tailwind CSS.
api-design
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning,...
nextjs-turbopack
Next.js 16+ and Turbopack guidance — incremental Rust bundling, file-system caching, faster dev startup and HMR,...
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies...
humanizer
Remove signs of AI-generated writing from text.
article-writing
Used to write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive...
brand-voice
Used to build a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then...
copywriting
Used to write or audit UI copy (buttons, labels, empty states, error messages, tooltips, form text) anywhere in the...
deep-research
Produce cited research reports from multiple web sources using firecrawl and exa MCP tools — plan sub-questions, search...
academic-paper-review
Used when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints,...
ArXiv
Used to search and retrieve arXiv academic papers by topic, category, or paper ID — with AlphaXiv-enriched AI-generated...
flashcards
Used to generate spaced repetition flashcards from notes or topics.
latex
Produces compilable LaTeX for researchers in numerical optimisation and applied mathematics.
market-research
Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source...
finance-billing-ops
Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ECC.
marketing-plan
When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product.
exa-search
Neural search via Exa MCP for web, code, and company research.
paper-search
一个强大的学术论文搜索和文献管理工具，专为OpenClaw设计。 支持arXiv、Google Scholar、PubMed等学术数据库的搜索、引用生成和文献整理。 使用场景： - (1) 快速文献调研和前沿研究跟踪 - (2)...
scrapling-official
Scrape web pages using Scrapling with HTTP requests, stealth browsers, JavaScript rendering, browser actions, API...
azure-quotas
Check/manage Azure quotas and usage across providers.
azure-resource-visualizer
Used to analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships...
cloudflare
Discover and choose Cloudflare products for apps, APIs, AI agents, storage, networking, and security.
workers-best-practices
Cloudflare Workers best practices for production applications.
anti-detect-browser
Drive Chromium from standard Playwright APIs with a real-device fingerprint applied in the kernel, one persistent...
playwright-cli
Automate browser interactions, test web pages and work with Playwright tests.
seo
Free Google Search Console MCP server and CLI for AI agents.
mastra
Comprehensive Mastra framework guide for building agents, workflows, tools, memory, workspaces, and storage with...
lark-doc
飞书云文档：创建和编辑飞书文档。默认使用 DocxXML 格式（也支持 Markdown）。创建文档、获取文档内容（支持 simple/with-ids/full 三种导出详细度，以及...
lark-shared
飞书/Lark CLI 共享基础：应用配置初始化、认证登录（auth login）、身份切换（--as user/bot）、权限与 scope 管理、Permission denied...
design-doc-mermaid
Used to create Mermaid diagrams (flowchart, sequence, class, ER, state, C4, architecture) from text or source code.
