debugging-and-error-recovery SKILL.md skillA

debugging-and-error-recovery from lll0k0lad/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lll0k0lad/agent-skills/debugging-and-error-recovery@git:20260215.45942b0

Pins git:20260215.45942b0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lll0k0lad/agent-skills
Path
skills/debugging-and-error-recovery/SKILL.md
Versions recorded
1
Latest version
git:20260215.45942b0, committed Feb 15, 2026
Size
8,673 bytes
Repository stars
3
License
MIT

Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.

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

# Debugging and Error Recovery

## Overview

Systematic debugging with structured triage. When something breaks, stop adding features, preserve evidence, and follow a structured process to find and fix the root cause. Guessing wastes time. The triage checklist works for test failures, build errors, runtime bugs, and production incidents.

## When to Use

- Tests fail after a code change
- The build breaks
- Runtime behavior doesn't match expectations
- A bug report arrives
- An error appears in logs or console
- Something worked before and stopped working

## The Stop-the-Line Rule

When anything unexpected happens:

```
1. STOP adding features or making changes
2. PRESERVE evidence (error output, logs, repro steps)
3. DIAGNOSE using the triage checklist
4. FIX the root cause
5. GUARD against recurrence
6. RESUME only after verification passes
```

**Never push past a failing test or broken build to work on the next feature.** Errors compound. A bug in Step 3 that goes unfixed makes Steps 4-10 wrong.

## The Triage Checklist

Work through these steps in order. Do not skip steps.

### Step 1: Reproduce
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lll0k0lad/agent-skills/debugging-and-error-recovery@sha256:97588b56aada91bf

The line at the top of this page pins the label git:20260215.45942b0, 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 badge

[![mdr](https://markdownregistry.com/badge/art_scfa65ac2oa3azqs.svg)](https://markdownregistry.com/a/art_scfa65ac2oa3azqs)

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

Versions

The registry has recorded 1 version of this file, committed on Feb 15, 2026.

versioncommittedcommitsizeaudit
git:20260215.45942b0 latest2026-02-15 45942b0 8,673 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (8673 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

lll0k0lad/agent-skills · 3 stars · license MIT · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_scfa65ac2oa3azqs
GET https://markdownregistry.com/api/v1/resolve?ref=lll0k0lad/agent-skills/debugging-and-error-recovery
GET https://markdownregistry.com/api/v1/blob/97588b56aada91bf95b360d4f91d5dd49f527ad390848c0171def0de24ac3f95

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.

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