awesome-bug-fix SKILL.md skillA
awesome-bug-fix from khasky/awesome-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add khasky/awesome-agent-skills/awesome-bug-fix@git:20261020.58ea4e8Pins git:20261020.58ea4e8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- khasky/awesome-agent-skills
- Path
skills/awesome-bug-fix/SKILL.md- Versions recorded
- 14
- Latest version
- git:20261020.58ea4e8, committed Oct 20, 2026
- First version recorded
- Jul 30, 2026
- Size
- 18,300 bytes
- Repository stars
- 30
- License
- MIT
Fixes a bug through a runnable reproduction and its root cause. Use for errors, crashes, failing tests or builds, flaky behavior, or repeated failed fixes.
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
# Systematic Debugging Find and fix bugs by following a strict process: no fixes without root cause first. Why this matters: Random fixes feel faster but often introduce new bugs and leave the original cause in place. A few minutes of real investigation—reproduce, trace, hypothesize—usually leads to one right fix instead of a long chain of patches. It works the same whether you’re in a Node app, a Python script, or a distributed system: understand, then change. ## Core principle No fix until the root cause is found: a fix aimed at a symptom leaves the cause in place and usually adds a new bug. Propose a fix only after Phase 1. Redact before you show anything. This skill quotes commands, outputs and captured artifacts back to the user, and the transcript leaves the machine. Write `<REDACTED>` in place of every token, password, connection string, cookie and customer identifier; build loops against environment variables so the credential stays in the environment rather than in the command you paste; and from a captured artifact (a HAR file, a log dump, a request trace) quote only the lines carrying the signal, because auth headers ride in the rest. If the redacted output is… …
Read the whole file at its exact version.
How to install
mdr add khasky/awesome-agent-skills/awesome-bug-fix@sha256:f9926f49b2e6d743The line at the top of this page pins the label git:20261020.58ea4e8, 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.
[](https://markdownregistry.com/a/art_xb2agt4ojdwo5tro)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Jul 30, 2026 and Oct 20, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.58ea4e8 latest | 2026-10-20 | 58ea4e8 | 18,300 B | A | view · diff |
| git:20261019.a19c2a5 | 2026-10-19 | a19c2a5 | 18,949 B | A | view · diff |
| git:20261018.a4259a5 | 2026-10-18 | a4259a5 | 18,958 B | A | view · diff |
| git:20261010.3b37a6b | 2026-10-10 | 3b37a6b | 18,985 B | A | view · diff |
| git:20261010.d665010 | 2026-10-10 | d665010 | 16,930 B | A | view · diff |
| git:20260925.eca990b | 2026-09-25 | eca990b | 15,472 B | A | view · diff |
| git:20260925.d850440 | 2026-09-25 | d850440 | 15,598 B | A | view · diff |
| git:20260912.e5449eb | 2026-09-12 | e5449eb | 15,768 B | A | view · diff |
| git:20260910.ad72ad4 | 2026-09-10 | ad72ad4 | 15,340 B | A | view · diff |
| git:20260905.345b6a1 | 2026-09-05 | 345b6a1 | 15,532 B | A | view · diff |
| git:20260802.a220546 | 2026-08-02 | a220546 | 12,567 B | A | view · diff |
| git:20260802.8b73237 | 2026-08-02 | 8b73237 | 12,520 B | A | view · diff |
| git:20260802.f93417d | 2026-08-02 | f93417d | 12,276 B | A | view · diff |
| git:20260730.2187eaa | 2026-07-30 | 2187eaa | 12,314 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (18300 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
khasky/awesome-agent-skills · 30 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xb2agt4ojdwo5tro GET https://markdownregistry.com/api/v1/resolve?ref=khasky/awesome-agent-skills/awesome-bug-fix GET https://markdownregistry.com/api/v1/blob/f9926f49b2e6d743997eebd0fec060872a26dcee5f9e1ed26d79e4afe504fa90
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.