Use when adding telemetry, composing an observability surface, reviewing alerts, shipping a production feature, or diagnosing a production issue. Not for live failures, profiling, or launch runbooks.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Observability
## Contract
| Field | Bound contract |
|---|---|
| Trigger | Adding telemetry, composing the smallest observability surface the system will keep, reviewing alerting rules, shipping a production feature, or diagnosing an opaque production issue. |
| Authority | Reversible local: writes only instrumentation code and local telemetry configuration in the working tree; rollback is discarding the edits. No remote mutation. |
| Side effect | Adds instrumentation: structured log calls, metric instruments, tracer setup, alert definitions, and dashboard panels to the target code. |
| Done | Structured logs carry a correlation ID, RED metrics exist with bounded labels, one request traces end-to-end with minimum spans and no broken spans, every dashboard panel maps to a failure mode, no duplicate or unowned surface remains, the surface compiles, loads, and emits locally, symptom-based alerts are defined, and local telemetry emission is verified. |
## Inputs
Required: the target source files or endpoints to instrument, and their runtime (language and framework).
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The line at the top of this page pins the label git:20260904.2014e73, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_3j4ci6i7ocmiutk2
GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/odin-claude-plugin/observability
GET https://markdownregistry.com/api/v1/blob/5ffbc2253c610ae9487b3ea2194191805853fb475a90f14235139084d59abbbd
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/agent-environment-retrospective/SKILL.md · Use when a completed session needs an agent-environment retrospective. Not for an engineering retrospective from…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/agents-md/SKILL.md · Use when a repo needs agent setup, AGENTS.md added or made lean, CLAUDE.md audited, or agent instructions scored or…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/check-agent-compatibility/SKILL.md · Use when a human explicitly asks for a full repository agent-compatibility pass returning a scored report with…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/claude-settings-audit/SKILL.md · Use when setting up a project, auditing agent command permissions, or asking which read-only bash commands and domains…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/cli-for-agents/SKILL.md · Use when asked to build or review a CLI intended for coding agents and return flag-driven, pipeline-safe, idempotent…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/harness-port-guide/SKILL.md · Use when the user asks to make the skills framework work in a new harness, IDE, or CLI. Not for remote, credential…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/inits/SKILL.md · Use when onboarding to a repository, capturing costly conventions, constraints, or rationale, or improving AGENTS.md…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/mcp-builder/SKILL.md · Use when asked to create an MCP server to integrate an API or service in Python or TypeScript. Not for remote…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/multi-agent-tournament-scorecard/SKILL.md · Use when agent strategies need a reproducible finite tournament under a frozen evaluation protocol. Not for open-ended…
outlinedriven/odin-claude-plugin · plugins/odin-agent/skills/prohibit-bad-habits/SKILL.md · Use when a user wants to define patterns the agent should not do. Don''t use for remote, credential, publish, deploy…
ericrisco/rsc-harness · skills/observability/SKILL.md · Use when instrumenting a service from the inside so an incident can be explained from telemetry alone — wiring…
nahid-sparktales/agent-dispatcher · skills/devops/observability/SKILL.md · Instrument a service so the questions asked during an incident are answerable from data already being collected — rate…
rjmurillo/ai-agents · .claude/skills/observability/SKILL.md · Use when you say `query agent logs`, `find slow tool calls`, `show agent errors`, or `what to log`. Query and analyze…
rjmurillo/ai-agents · src/claude/skills/observability/SKILL.md · Use when you say `query agent logs`, `find slow tool calls`, `show agent errors`, or `what to log`. Query and analyze…
byerlikaya/claude-starter-kit · kit/skills/observability/SKILL.md · Stack-agnostic observability: structured logs, correlation ids, metrics and traces; no PII or secrets in logs.
Makes a…
