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ai-agents-debugging-playbook SKILL.md skillB

ai-agents-debugging-playbook from rjmurillo/ai-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add rjmurillo/ai-agents/ai-agents-debugging-playbook@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade: B, 16 of 17 checks passed
Kind: SKILL.md skill
Repository: rjmurillo/ai-agents
Path: .claude/skills/ai-agents-debugging-playbook/SKILL.md
Versions recorded: 5
Latest version: v1.0.0, committed Sep 30, 2026
First version recorded: Sep 23, 2026
Size: 24,139 bytes
Repository stars: 48
License: MIT

Symptom-to-triage playbook for this repo's recurring failures. Blocked pushes, drift gate reds, plugin bump reds, coverage pin trips, hook exit 143, session NON_COMPLIANT. Maps each symptom to a first command, discriminating experiment, fix path, and trap. Use when you say `triage this failure`, `why is my push blocked`, `debug this CI red`. Do NOT use for incident history (use `ai-agents-failure-archaeology`) or measurement tools (use `ai-agents-diagnostics-toolkit`).

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

# ai-agents Debugging Playbook

<!-- vendor-portability: contributor-facing knowledge pack for the rjmurillo/ai-agents repo itself; intentionally references upstream paths (.agents/governance/, .project-toolkit/retrospective/, .agents/schemas/session-log.schema.json, .claude/lib/, .github/, build/generate_agents.py, build/scripts/, scripts/ci/, scripts/validate_session_json.py, scripts/validation/, templates/agents/, .project-toolkit/sessions/handoffs/) because its audience is repo contributors, not plugin consumers (issue #2050) -->
Symptom-first triage for this repository's known failure modes. Every row below was earned by a real incident; the retro path is cited so you can read the full story. The playbook answers one question: given this symptom, what is the FIRST command to run, what experiment discriminates between causes, and what trap has already cost someone real time here?
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add rjmurillo/ai-agents/ai-agents-debugging-playbook@sha256:5893e503ef0d5f03

The line at the top of this page pins the label v1.0.0, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_3vwymz4dw4drmbhs.svg)](https://markdownregistry.com/a/art_3vwymz4dw4drmbhs)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 23, 2026 and Sep 30, 2026, about one every 2 days.

version	committed	commit	size	audit
v1.0.0 latest	2026-09-30	eefbfc3	24,139 B	B	view · diff
v1.0.0	2026-09-29	ba2b448	24,147 B	B	view · diff
v1.0.0	2026-09-28	f9d4f41	24,168 B	B	view · diff
v1.0.0	2026-09-25	3fda96c	21,825 B	B	view · diff
v1.0.0	2026-09-23	23ad6e4	21,614 B	B	view

Audit of the latest version

B 16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

fail: No script tag (matched: <script)
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (24139 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

rjmurillo/ai-agents · 48 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3vwymz4dw4drmbhs
GET https://markdownregistry.com/api/v1/resolve?ref=rjmurillo/ai-agents/ai-agents-debugging-playbook
GET https://markdownregistry.com/api/v1/blob/5893e503ef0d5f03d4b6b54205c78bbb8a12d098f2a1010ca780927062d78518

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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.