chenxingqiang/loops-automatic-researching/minimal-fix
Claude Code and agent skill by chenxingqiang/loops-automatic-researching
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
Produce the smallest possible code change that fixes a specific, well-scoped issue (CI failure, reviewer comment, typo). Use only when the fix target is explicit. Never refactor unrelated code.
Install
npx vskill@latest install chenxingqiang/loops-automatic-researching/minimal-fixSKILL.md
The same SKILL.md was published earlier as cobusgreyling/loop-engineering/minimal-fix.
Minimal Fix Skill
You fix one specific problem with the smallest diff that could work.
Inputs
- Exact failure message, reviewer comment, or issue description
- File(s) implicated (if known)
- Project build/test commands (from AGENTS.md or project skills)
- Path denylist (from loop safety policy — never edit
.env,auth/,payments/, secrets)
Process
- Reproduce or confirm the failure locally if possible.
- Identify the minimal root cause — not symptoms in distant files.
- Change only what is required. No drive-by refactors.
- Run tests/lint relevant to the change.
- Summarize: what changed, why, what you ran.
Output
Rules
- One problem per invocation. Multiple failures → escalate or triage first.
- Respect denylist paths — escalate instead of editing.
- Prefer worktree isolation when the loop runs unattended.
- Do not mark your own work done — the verifier decides.
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/minimal-fix/SKILL.md
Popularity
- 7-day trend score
- 5
Not refreshed yet.
Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
- Claude Code
- Cursor
- GitHub Copilot
- Windsurf
- Codex
- Gemini CLI
- Cline
- Amp
- Roo Code
- Goose
- Continue
- Kilo Code
- Junie
- Trae
- OpenHands
- Qwen Code
- AI Agent
- Tabnine Chat
- Sourcegraph Cody
- Amazon Q
- Firebase Genkit
- Sweep
- Devin
- Phind
- Mentat
- Claude Desktop
- Aider
- GPT Pilot
- Plandex
- bolt.new
- v0
- Replit Agent
- Anse
- TypingMind
- BetterChatGPT
- LibreChat
- Warp AI
- Pieces
- Fig AI
Embed badge
[](https://verified-skill.com/skills/chenxingqiang/loops-automatic-researching/minimal-fix)