requirement-ambiguity-analysis SKILL.md skillA

requirement-ambiguity-analysis 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/requirement-ambiguity-analysis@git:20261011.7d9502b

Pins git:20261011.7d9502b 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-types/requirement-ambiguity-analysis/SKILL.md
Versions recorded
5
Latest version
git:20261011.7d9502b, committed Oct 11, 2026
First version recorded
Sep 14, 2026
Size
5,686 bytes
Repository stars
301
License
a license file GitHub does not identify

Use this skill when requirement wording has unclear actors, references, scope, quantities, conditions, timing, states, or acceptance criteria; triggers include requirement ambiguity, unclear requirements, and ambiguity analysis.

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

# Requirement Ambiguity Analysis

Identify wording that cannot be uniquely understood or decided, preserve the statement and source, and explain which discriminator is missing and how a responsible role can close it. This diagnoses under-specification; it does not choose an interpretation.

## When to Use

- Requirement wording contains undefined terms such as “timely,” “fast,” “when necessary,” or “normal.”
- Actors, objects, scope, quantities, conditions, timing, states, or acceptance criteria have multiple plausible readings.
- You need to distinguish ordinary ambiguity from an explicit cross-source conflict.

Do not use it to make a final decision between mutually exclusive rules, execute tests, or fill in business rules from convention.

## Output Format Options

- Use Markdown by default; when a table, CSV, or JSON is requested, preserve the same evidence, status, impact, owner, and validation fields.
- Do not present a structured format or static inventory as execution, pass, approval, or release evidence.

## How to Use

1. Read this Skill's primary prompt and provide the objective, scope, material, environment, and available evidence.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add naodeng/awesome-qa-skills/requirement-ambiguity-analysis@sha256:a4316452d4276ba6

The line at the top of this page pins the label git:20261011.7d9502b, 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_nxjyr4fbxg6aeugm.svg)](https://markdownregistry.com/a/art_nxjyr4fbxg6aeugm)

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

Versions

The registry has recorded 5 versions of this file, between Sep 14, 2026 and Oct 11, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261011.7d9502b latest2026-10-11 7d9502b 5,686 BA view · diff
git:20260914.45aa88f2026-09-14 45aa88f 4,409 BA view · diff
git:20260914.72ab38e2026-09-14 72ab38e 3,506 BA view · diff
git:20260914.ba5cf402026-09-14 ba5cf40 3,344 BA view · diff
git:20260914.2a838ba2026-09-14 2a838ba 3,143 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 (5686 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_nxjyr4fbxg6aeugm
GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/requirement-ambiguity-analysis
GET https://markdownregistry.com/api/v1/blob/a4316452d4276ba659ad43ba1f526d7fef00c12b26f7555e787799bc787fd0b2

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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