fix SKILL.md skillA
fix from borda/ai-rig is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add borda/ai-rig/fix@git:20261012.8e6b67ePins git:20261012.8e6b67e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- borda/ai-rig
- Path
plugins/cc_develop/skills/fix/SKILL.md- Versions recorded
- 19
- Latest version
- git:20261012.8e6b67e, committed Oct 12, 2026
- First version recorded
- Aug 8, 2026
- Size
- 46,839 bytes
- Repository stars
- 28
- License
- Apache-2.0
Reproduce-first bug resolution — capture bug in failing regression test, apply minimal fix, run quality stack and review loop. TRIGGER when: user reports a bug, regression, or unexpected behaviour in Python code with a traceback, failing test, or issue number; phrases: "fix this bug", "repair X", "broken since Y", "test failing". SKIP when: CI-only failures without local traceback (use `/develop:debug` first); new features (use `/develop:feature`); `.claude/` config issues…
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
<objective> Reproduce-first bug resolution. Capture bug in failing regression test, apply minimal fix, verify via quality stack and review loop. NOT for: - CI-only failures with no local traceback — use `/develop:debug` first (`--ci-run <run-id>` for GitHub Actions logs) - production incidents with no CI run or traceback (use `/foundry:investigate` (requires foundry plugin)) - `.claude/` config issues (use `/foundry:audit` (requires foundry plugin)) - non-Python projects (JS/TS/Go/Rust) — toolchain assumes pytest; use language-native toolchain instead - CSS/JS-only frontend changes (no Python source touched) — use `/develop:feature` for new frontend work, or direct editing for surgical CSS/JS fixes; this skill's regression-test gate assumes pytest </objective> <compaction> - Key boundary: end of Step 2 — reproduction test written and failing, before Step 3 code edits. - Second boundary: end of Step 3 — fix applied and regression test passing, before Step 4 review stack. - Preserve at boundary 1: dev-dir, regression test path, root cause summary, plan-file, --keep items. - Preserve at boundary 2: dev-dir, changed files list, test outcomes, regression test path. </compaction> …
Read the whole file at its exact version.
How to install
mdr add borda/ai-rig/fix@sha256:1c577397ac97df37The line at the top of this page pins the label git:20261012.8e6b67e, 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_f3igflmlbtlne3ia)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 19 versions of this file, between Aug 8, 2026 and Oct 12, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.8e6b67e latest | 2026-10-12 | 8e6b67e | 46,839 B | A | view · diff |
| git:20261009.253fdb3 | 2026-10-09 | 253fdb3 | 43,966 B | A | view · diff |
| git:20261005.6367f83 | 2026-10-05 | 6367f83 | 43,300 B | A | view · diff |
| git:20261002.e974f38 | 2026-10-02 | e974f38 | 43,291 B | A | view · diff |
| git:20261002.381549d | 2026-10-02 | 381549d | 43,782 B | A | view · diff |
| git:20260930.5b12456 | 2026-09-30 | 5b12456 | 39,163 B | A | view · diff |
| git:20260930.470cd2e | 2026-09-30 | 470cd2e | 39,156 B | A | view · diff |
| git:20260929.98a9e77 | 2026-09-29 | 98a9e77 | 39,092 B | A | view · diff |
| git:20260928.383bceb | 2026-09-28 | 383bceb | 38,885 B | A | view · diff |
| git:20260923.39e3a48 | 2026-09-23 | 39e3a48 | 38,232 B | A | view · diff |
| git:20260918.666b574 | 2026-09-18 | 666b574 | 36,035 B | A | view · diff |
| git:20260918.3e1a63d | 2026-09-18 | 3e1a63d | 36,226 B | A | view · diff |
| git:20260912.65e8e29 | 2026-09-12 | 65e8e29 | 36,470 B | A | view · diff |
| git:20260911.182df57 | 2026-09-11 | 182df57 | 36,548 B | A | view · diff |
| git:20260822.a5f4fd6 | 2026-08-22 | a5f4fd6 | 37,641 B | A | view · diff |
| git:20260821.d979319 | 2026-08-21 | d979319 | 37,229 B | A | view · diff |
| git:20260814.b9c6b5a | 2026-08-14 | b9c6b5a | 37,226 B | A | view · diff |
| git:20260811.5256434 | 2026-08-11 | 5256434 | 37,132 B | A | view · diff |
| git:20260808.a8a70fe | 2026-08-08 | a8a70fe | 36,420 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 (46839 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
borda/ai-rig · 28 stars · license Apache-2.0 · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_f3igflmlbtlne3ia GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/fix GET https://markdownregistry.com/api/v1/blob/1c577397ac97df3795633b031751c38ecf0ee03013efed39c26c8f831396e21d
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.