# QA Acceptance (agent skill)

> QA Acceptance is an agent skill (a SKILL.md file) from paperclipai/paperclip. Produce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and explicit… It works with Claude Code, Codex, Cursor, Gemini CLI and OpenCode and has 107,412 GitHub stars across a repository of 8 listed skills.

Produce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and explicit pass/fail evidence. Write acceptance criteria that a reviewer can run against the running app and decide pass or fail without asking the author. The criteria are the contract — automated tests cover correctness, QA covers feature-level behavior.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/paperclipai/paperclip |
| Skill path | packages/skills-catalog/catalog/bundled/quality/qa-acceptance/SKILL.md |
| Skill name | qa-acceptance |
| GitHub stars | 107,412 |
| Installs on skills.sh | not listed |
| License | MIT |
| Skills in repo | 8 |
| Plugin marketplace | no |
| Official | no |
| Works with | Claude Code, Codex, Cursor, Gemini CLI, OpenCode |
| Category | Testing & QA |
| Last commit | Oct 26, 2026 |

## Add this skill

### Claude Code

```sh
git clone --depth 1 https://github.com/paperclipai/paperclip.git
cp -r paperclip/packages/skills-catalog/catalog/bundled/quality/qa-acceptance ~/.claude/skills/qa-acceptance   # personal, or .claude/skills in a project
```

In the Claude apps, zip the skill folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

### ChatGPT / Codex

```sh
git clone --depth 1 https://github.com/paperclipai/paperclip.git
cp -r paperclip/packages/skills-catalog/catalog/bundled/quality/qa-acceptance .agents/skills/qa-acceptance   # repo; ~/.agents/skills for all projects
```

### Cursor

```sh
git clone --depth 1 https://github.com/paperclipai/paperclip.git
cp -r paperclip/packages/skills-catalog/catalog/bundled/quality/qa-acceptance .cursor/skills/qa-acceptance   # project; ~/.cursor/skills for all projects
```

Sources (checked 2026-10-07): https://code.claude.com/docs/en/skills, https://support.claude.com/en/articles/12512180-using-skills-in-claude, https://learn.chatgpt.com/docs/build-skills, https://cursor.com/docs/context/skills

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Canonical page: https://appsgit.com/skills/paperclipai-qa-acceptance
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