mohitagw15856/pm-claude-skills · exports/openclaw/agent-observability-spec/SKILL.md

agent-observability-spec skillA

agent-observability-spec is agent-read markdown (skill) from mohitagw15856/pm-claude-skills: Specify the tracing, metrics, and alerting for an AI agent or LLM feature in production. Use when asked what to log for an LLM app, design agent tracing or spans, define quality and cost monitors, or answer 'how do we know if the agent is misbehaving?'. Produces an observability spec with a trace schema, metric definitions with owners and alert thresholds, sampling and retention policy, and a privacy note for logged content..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add mohitagw15856/pm-claude-skills/agent-observability-spec@git:20260714.b87d8d4
Exact content
mdr add mohitagw15856/pm-claude-skills/agent-observability-spec@sha256:d0c2004c0472d710

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_p2obvszi7a33glqp.svg)](https://markdownregistry.com/a/art_p2obvszi7a33glqp)

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Versions

versioncommittedcommitsizeaudit
git:20260714.b87d8d4 latest2026-07-14 b87d8d4 5,775 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5775 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

mohitagw15856/pm-claude-skills · 1,369 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p2obvszi7a33glqp
GET https://markdownregistry.com/api/v1/resolve?ref=mohitagw15856/pm-claude-skills/agent-observability-spec
GET https://markdownregistry.com/api/v1/blob/d0c2004c0472d71098b3604423c70ce123ae04a228cd2c62ab43388d8c0de333

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.