MLflow
AI evaluation and observability
Skills for evaluating agents, inspecting MLflow traces, debugging behavior, and building scorers.
Featured skills
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.
Mobbin
Interface research and redesign
Skills for Mobbin design research, interface redesign, and clear product writing.
monday.com
CRM analysis and automation
Skills for monday.com activity analysis, CRM automation, forecasting, and data maintenance.
Monta
Charging infrastructure integrations
Skills for Monta APIs, charging operations, and integration setup.