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Skill

pyroscope

@grafana Updated 2026-10-17

Continuously profile applications with Grafana Pyroscope and read the result as flame graphs. Covers three instrumentation paths — language SDK push (Go / Java / Python / Ruby / Node / .NET / Rust), Alloy eBPF auto-instrumentation (no code change, requires kernel 5.8+ with BTF), and SDK → Alloy receiver — plus ProfileQL queries, profile types (CPU / memory / allocations / goroutines / mutex), Grafana Cloud Profiles endpoint, and Span Profiles trace-to-profile linking. Use when adding profiling to a service, deploying Alloy as a cluster-wide eBPF profiler, hunting CPU / memory hotspots from a flame graph, comparing two profiles to find a regression, or correlating a slow Tempo trace to its profile — even when the user says "find what's burning CPU", "flame graph this app", "continuous profiling", "heap hotspots", or "why is allocation so high" without naming Pyroscope.

Install

With your agent

Install OMGSkills skill "grafana/skills:pyroscope" into this agent's normal skills directory: call the OMGSkills MCP get_install_plan tool for your agent and run the script it returns (it installs only the pinned commit and verifies SKILL.md), and stop if MCP or the pin is unavailable. Do not overwrite or change existing skills without asking me.

Manual command

git clone https://github.com/grafana/skills /tmp/skills && ln -s /tmp/skills/skills/grafana-lgtm/pyroscope ~/.claude/skills/pyroscope

From README

Grafana Pyroscope Docs: https://grafana.com/docs/pyroscope/latest/ Continuous profiling — flame graphs of CPU, memory, allocations, mutex contention, goroutines. Prerequisites Pyroscope server (OSS) or Grafana Cloud Profiles endpoint For Cloud: numeric Pyroscope user (stack id) + API key For eBPF via Alloy: root + host PID + Linux ≥ 5.8 with BTF (or RHEL 4.18+) Instrumentation paths Alloy eBPF (preferred) — auto-instrument, no code change SDK direct push — application calls Pyroscope API SDK → Alloy — SDK posts to pyroscope.receivehttp, Alloy forwards Common Workflows Instrument an app with the SDK (representative: Python) Other SDKs (Java agent, Node, Ruby, .NET, Rust) + Cloud auth + tunable env vars: references/sdks.md. Cluster-wide eBPF profiling with Alloy Query with ProfileQL Profile-type list + full ProfileQL grammar: references/ebpf-and-query.md.