git-bisect-ai SKILL.md skillA
git-bisect-ai from andersonlimahw/lemon-ai-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add andersonlimahw/lemon-ai-hub/git-bisect-ai@git:20260712.e55f142Pins git:20260712.e55f142 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- andersonlimahw/lemon-ai-hub
- Path
plugins/git-expert/skills/git-bisect-ai/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260712.e55f142, committed Jul 12, 2026
- Size
- 3,728 bytes
- Repository stars
- 17
- License
- MIT
AI-guided git bisect for finding the exact commit that introduced a bug or regression. Automates the binary search, interprets test results, and identifies the responsible code change with full context. Use when you know a bug exists now but didn't exist before, or when a performance regression appeared somewhere in git history.
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
# Git Bisect AI
Find the commit that broke it — without reading 500 commits manually.
## Quick Start
```
/git-bisect-ai — interactive bisect session
/git-bisect-ai --auto "npm test" — fully automated with test command
/git-bisect-ai --good v2.1.0 --bad HEAD — specify known good/bad points
/git-bisect-ai --perf "p99 latency" — performance regression bisect
```
## How It Works
Binary search through commits: `O(log n)` — 1000 commits = ~10 steps.
Claude will:
1. Ask for symptom + known good commit (or tag)
2. Run `git bisect start`
3. At each step: checkout commit → run test/check → mark good/bad
4. Identify the culprit commit
5. Explain what changed and why it likely caused the regression
6. Suggest targeted fix or revert strategy
## Workflow
### Interactive Mode
```
/git-bisect-ai
Claude: What's the regression?
You: The /checkout page returns 500 after a database query
Claude: When did it last work?
You: It was fine in the v3.2.0 release
Claude will:
git bisect start
git bisect bad HEAD
git bisect good v3.2.0
→ [steps through 8 commits]
→ Found: commit abc1234
"feat: add discount coupon support"
…Read the whole file at its exact version.
How to install
mdr add andersonlimahw/lemon-ai-hub/git-bisect-ai@sha256:af982a2105b37768The line at the top of this page pins the label git:20260712.e55f142, 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_77fdqcz5jwmwvyl7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 12, 2026.
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 (3728 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
andersonlimahw/lemon-ai-hub · 17 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_77fdqcz5jwmwvyl7 GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/git-bisect-ai GET https://markdownregistry.com/api/v1/blob/af982a2105b377683476db17b108cbaf0dac4dbbc6f5e66468c44975a742ca53
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.