product-quality-perspective SKILL.md skillA

product-quality-perspective from naodeng/awesome-qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add naodeng/awesome-qa-skills/product-quality-perspective@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
naodeng/awesome-qa-skills
Path
skills/en/testing-workflows/product-quality-perspective/SKILL.md
Versions recorded
4
Latest version
v1.0.0, committed Oct 29, 2026
First version recorded
Aug 13, 2026
Size
4,767 bytes
Repository stars
301
License
a license file GitHub does not identify

Use this skill when product-quality responsibility is needed across requirements, strategy, review, test-case, or reporting stages; triggers include product quality perspective, product quality review..

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Product Quality Perspective (English)

**Chinese version:** See the corresponding Chinese skill.

## When to Use

- A quality stage needs a product perspective on user value, business rules, scope, acceptance, and release risk.
- Product, engineering, and QA need to move a quality decision forward from the same facts, gaps, and actions.

## Inputs

- `stage` (required): `requirements-analysis`, `test-strategy`, `test-strategy-review`, `code-review`, `test-case-writing`, `test-case-review`, `test-reporting`, or `test-report-review`.
- Project materials: supplied requirements, PR/diff, test assets, reports, or other evidence.
- Optional stage context: target users, release goal, scope, dependencies, constraints, and known risks.

## Workflow

1. Validate `stage`. If it is missing or unsupported, return **Not applicable**, name the supported stages, and request a valid `stage`; do not generate filler findings.
2. Load and follow exactly one prompt from the table for the valid `stage`; never combine prompts from multiple stages.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add naodeng/awesome-qa-skills/product-quality-perspective@sha256:3cbc9a331c07e96a

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_rbzqewhpinurz656.svg)](https://markdownregistry.com/a/art_rbzqewhpinurz656)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Aug 13, 2026 and Oct 29, 2026, about one every 26 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-29 1d0d58f 4,767 BA view · diff
git:20261011.7d9502b2026-10-11 7d9502b 4,457 BA view · diff
git:20260903.67132962026-09-03 6713296 3,928 BA view · diff
git:20260813.b37bfff2026-08-13 b37bfff 3,933 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4767 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

naodeng/awesome-qa-skills · 301 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rbzqewhpinurz656
GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/product-quality-perspective
GET https://markdownregistry.com/api/v1/blob/3cbc9a331c07e96a118694e6e84f28febb6ea9a8c0d3d8e1cd0a286fd5bef746

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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