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autonomous-qa-loop

100 / 100 · Low risk

Fine to try.

By franklee16/academic-research-skills (GitHub) · coding · 234 stars · scanned at commit 9a4b2db

Create neutral autonomous QA-loop prompts for fresh, independent, history-free agents reviewing complex code changes, with module-level parallel review packets and broad reporting of plausible concerns. Use when the user says QA loop, autonomous QA loop, automated QA loop, independent review, fresh agent review, parallel QA agents, vibe coding QA, subagent review, reviewer prompt, audit agent, or asks to repeatedly find bugs without leading the reviewer toward suspected issues, prior conclusion…

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'autonomous-qa-loop' ] || [ -L ~/.agents/skills/'autonomous-qa-loop' ]; then echo 'A skill folder named autonomous-qa-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/franklee16/academic-research-skills' "$d" && git -C "$d" checkout --quiet '9a4b2db21fc4b217136ae4a0e6faad42d179ca03' -- 'data-analysis/autonomous-qa-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'data-analysis/autonomous-qa-loop' ~/.agents/skills/'autonomous-qa-loop' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'autonomous-qa-loop' ~/.claude/skills/'autonomous-qa-loop' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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