implementation
Skill0 starsChanged 40 days agoMITView on GitHub
Implement an approved feature safely in an unfamiliar software repository with minimal context and resumable checkpoints.
16 other projects use a version of this.
Adopted by
Most recently taken up by
- thunderstormwang/AgentSkillstheir own version, first seen Nov 6, 2026
- Zejnilovic/agdtheir own version, first seen Nov 1, 2026
- jackstine/forgectltheir own version, first seen Nov 1, 2026
- grace-method/grace-plugintheir own version, first seen Oct 25, 2026
- JosefGisis/skillstheir own version, first seen Oct 20, 2026
- jvalin17/agent-toolkittheir own version, first seen Oct 12, 2026
Used with
Projects with it also use bug-fix, investigate and 2 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
u9401066Skillbug-fix
Structured bug fixing workflow with root cause analysis and regression prevention. Triggers: BF, 修 bug, fix bug, debug, 除錯, 錯誤, error, 問題, issue, 修復, fix, 故障, fault, 異常, exception, 失敗, failure, 不能用, broken, 壞掉.
Also in 3 projects that use this
VercelSkillinvestigate
Investigate an issue report, or analyze the constraints of a proposed change, with strict, evidence-driven diagnosis.
Also in 3 projects that use this
MicrosoftSkillplaywright-cli
Automate browser interactions, test web pages and work with Playwright tests.
Also in 4 projects that use this
SentrySkillskill-creator
Create new agent skills following the Agent Skills specification. Use when asked to "create a skill", "add a new skill", "write a skill", "make a skill", "build a skill", or scaffold a new skill with SKILL.md. Guides through requirements, writing, registration, and verification.
Also in 4 projects that use this
Other versions16 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 16
- bholmesdev/hubble.md★ 1.5ksame name
- ceedaragents/cyrus★ 888same name
- cyrusagents/cyrus★ 888same name
- EmeaAppGbb/spec2cloud★ 100same name
- jackstine/forgectl★ 8same name
- Zejnilovic/agd★ 5same name
- crgarcia12/Liliput★ 4same name
- websublime/mister-anderson★ 3same name
- jvalin17/agent-toolkit★ 2same name
- JosefGisis/skills★ 1same name
6 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository8 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- lead-deliverySkill
- releaseSkill
- reviewSkill
- session-handoffSkill
- testingSkill
The file
Files
Implementation
Read the approved spec and current state first. Inspect only files relevant to the change, following repository-local instructions. Prefer existing patterns over introducing dependencies. Make atomic edits, preserve unrelated changes, and update the checkpoint after meaningful milestones. Before handing off, summarize changed files, behavior, risks, and validation still needed.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

