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Updated 4mo ago

by MaxwellCCC

autonomous-qa-loop

Portable fresh-agent QA loop prompt for finding bugs without biased self-checks / 通用自动 QA 循环 SKILL

View on GitHub (opens in a new tab)

65 GitHub stars (65)

+1 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +1 in total; the busiest day was Oct 4 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: +1 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 stars
Stars gained between daily snapshots
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  • 1 skill (1 skills found in its SKILL.md files)
  • 4 forks (4 forks)
  • 4mo ago last update (Last updated 4mo ago)

Install

Skills CLI

npx skills add MaxwellCCC/autonomous-qa-loop

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/MaxwellCCC/autonomous-qa-loopcp -r "autonomous-qa-loop/autonomous-qa-loop" ~/.claude/skills/

Copies the autonomous-qa-loop skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add MaxwellCCC/autonomous-qa-loop

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • autonomous-qa-loop

    Create neutral autonomous QA-loop prompts for fresh, independent, history-free agents reviewing complex code changes, with module-level parallel review packets, broad reporting of plausible concerns, and lightweight production-focused validation. Use when the user says QA loop, autonomous QA loop, automated QA loop, independent review, fresh agent review, parallel QA agents, vibe coding QA, subag…

    autonomous-qa-loop/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.