# QA Quality Perspective

> Use this skill when QA quality perspective is needed for requirements, strategy, review, test cases, or reports; triggers include QA quality perspective.

- Skill: `naodeng/qa-quality-perspective` (Agent Skill, multi-file: 22 files)
- Install (CLI): `npx skillmds add naodeng/qa-quality-perspective`
- Raw SKILL.md: https://api.skillmd.com/api/skills/naodeng/qa-quality-perspective/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: naodeng (https://skillmd.com/u/naodeng)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/naodeng/qa-quality-perspective

---


# QA quality perspective

## When to use

Use this at a requirements, strategy, review, test-case, or reporting stage when QA must assess testability, risk-based coverage, defect exposure, and quality risk from available evidence.

## Inputs

- `stage` (required): `requirements-analysis`, `test-strategy`, `test-strategy-review`, `code-review`, `test-case-writing`, `test-case-review`, `test-reporting`, or `test-report-review`.
- The declared stage inputs and any available requirement, code, test, defect, environment, or execution evidence.

## Workflow

1. Validate `stage`. If it is missing or unsupported, return **Not applicable**, list supported stages, and request a valid `stage`; do not generate filler conclusions.
2. Load and follow only the one Prompt mapped to that `stage`; never combine stage Prompts.
3. Apply that Prompt's input threshold. When materials are insufficient, state facts, gaps, and needed evidence rather than inventing tests, defects, or quality conclusions.
4. Produce a standalone QA quality report that separates facts, evidence, inference, missing evidence, and recommendations.

| `stage` | Only Prompt to load |
| --- | --- |
| `requirements-analysis` | `prompts/requirements-analysis.md` |
| `test-strategy` | `prompts/test-strategy.md` |
| `test-strategy-review` | `prompts/test-strategy-review.md` |
| `code-review` | `prompts/code-review.md` |
| `test-case-writing` | `prompts/test-case-writing.md` |
| `test-case-review` | `prompts/test-case-review.md` |
| `test-reporting` | `prompts/test-reporting.md` |
| `test-report-review` | `prompts/test-report-review.md` |

## QA responsibilities and boundary

- Focus on testability, risk-based coverage, observability, test evidence, defect risk, untested scope, and quality risk.
- Treat only supplied material as fact; label inference and missing evidence. Never invent product intent, acceptance rules, implementation behavior, execution records, defects, or metrics.
- QA does not decide product intent, certify code correctness, or approve release. Without execution evidence, it must never infer that testing ran, passed, or verified quality.

## Report contract

Unless returning **Not applicable**, include: **Summary, Facts, Evidence, Inference, Testability, Risk-based coverage, Defects and quality risks, Missing evidence, Recommendations and next steps, Confidence**. Tie every quality conclusion to evidence; classify risk as high, medium, or low with impact and uncertainty.

## Pre-delivery check

- [ ] The `stage` is valid and exactly one matching Prompt was loaded
- [ ] Facts, evidence, inference, missing evidence, and recommendations are distinct
- [ ] Testability and risk-based coverage are assessed, or the reason they cannot be assessed is explicit
- [ ] No missing product intent, implementation fact, or execution result is reported as fact
- [ ] Without execution evidence, the report does not imply or claim executed, passed, or verified testing

## On-demand loading and pitfalls

- Read only the mapped `prompts/` file after `stage` is valid. Read `evals/` for regression work, but never treat eval cases as project facts.
- Do not replace evidence with a generic risk checklist, or present test recommendations, static reading, or stakeholder opinion as a passing execution result.