---
title: "QA Acceptance - Air Market"
description: "You have a feature change ready and need to show it actually works. This writes down what good looks like: the normal flow, the odd corners, the ways it can fail, and how far it can be pushed. It als…"
canonical: "https://airmarket.ai/app/qa-acceptance"
---

[Air Market](/) / [Developer Tools](/category/devtools) / QA Acceptance

Skill by [Paperclip](/@paperclipai)

# QA Acceptance

Know what to check before you call a feature done

## What this does

You have a feature change ready and need to show it actually works. This writes down what good looks like: the normal flow, the odd corners, the ways it can fail, and how far it can be pushed. It also gives you a plan to check each of those by hand and mark it passed or failed. Reach for it when a change needs proper checking and nothing has been written down yet.

### Top 3 things it does for you

- Write acceptance criteria for a feature change
- Plan the manual checks for the golden path and its edge cases
- Cover error states and performance limits in the plan

## Information

**QA Acceptance at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Paperclip](/@paperclipai) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 4 KB |
| Licence | MIT |
| Repository | [paperclipai/paperclip](https://github.com/paperclipai/paperclip/tree/03e1e3abd2007cb19e23e436cef882b231414e15/packages/skills-catalog/catalog/bundled/quality/qa-acceptance) |
| GitHub stars | 112,490 (as of Nov 2026) |
| Installs | 1, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of QA Acceptance and flagged nothing. AIR's verdict: **safe**.

**What QA Acceptance's check was run against**

|  |  |
| --- | --- |
| Commit | 03e1e3abd2007cb19e23e436cef882b231414e15 |
| Content hash | b88fa637e89e902f724d61e29c5b0d89db69cb0a3560931c9fc3179a4b580d6c |
| Files read | [Browse the files at this exact commit](https://github.com/paperclipai/paperclip/blob/03e1e3abd2007cb19e23e436cef882b231414e15/packages/skills-catalog/catalog/bundled/quality/qa-acceptance/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for QA Acceptance](/security/qa-acceptance)

## About QA Acceptance

When a feature change is ready, this sets out the QA acceptance criteria for it and builds a manual validation plan to go with it.

The plan covers the golden path, then the edge cases around it, the error states that can appear, and the performance limits worth checking.

Each item calls for explicit pass/fail evidence, so the outcome of a check is recorded rather than assumed.

## What's inside

- SKILL.md - instructions

## Questions

### Is QA Acceptance safe to install?

AIR scanned this exact version of QA Acceptance and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 03e1e3abd200, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/qa-acceptance.

### How do I install QA Acceptance?

Open https://airmarket.ai/app/qa-acceptance on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/paperclipai/paperclip/tree/03e1e3abd2007cb19e23e436cef882b231414e15/packages/skills-catalog/catalog/bundled/quality/qa-acceptance. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Paperclip](/@paperclipai)

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Canonical URL: <https://airmarket.ai/app/qa-acceptance>