Home / naodeng / awesome-qa-skills · skills/en/testing-types/business-rule-extraction/SKILL.md · GitHub

business-rule-extraction skillA

business-rule-extraction is agent-read markdown (skill) from naodeng/awesome-qa-skills: Use this skill when requirements, policies, contracts, or workflows need traceable business rules extracted before design or testing; triggers include business rule extraction, policy rule inventory, and atomic rule analysis..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Business Rule Extraction

Extract traceable atomic business rules from requirements, policies, contracts, workflows, acceptance criteria, and supplied examples while retaining sources, applicability, exceptions, and unknowns. This is an inventory and analysis input, not business, compliance, or release approval.

## When to Use

- Use it when scattered prose must become comparable and verifiable `BR-##` entries.
- Use it when actors, objects, triggers, preconditions, actions, outcomes, invariants, or exceptions need to be explicit.
- Use it when sources are incomplete or conflicting and a bounded first-pass rule inventory is still useful.

Do not use it to invent rules from general knowledge, choose final precedence, execute system verification, or approve a policy for a business or compliance role.

## 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
…

Read the whole file at its exact version.

How to install

Latest version
mdr add naodeng/awesome-qa-skills/business-rule-extraction@git:20260914.45aa88f
Exact content
mdr add naodeng/awesome-qa-skills/business-rule-extraction@sha256:894d01702e27138e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_24tk4yzfvntna42b.svg)](https://markdownregistry.com/a/art_24tk4yzfvntna42b)

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Versions

versioncommittedcommitsizeaudit
git:20260914.45aa88f latest2026-09-14 45aa88f 4,496 BA view · diff
git:20260914.72ab38e2026-09-14 72ab38e 3,588 BA view · diff
git:20260914.ba5cf402026-09-14 ba5cf40 3,437 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (4496 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 · 230 stars · license NOASSERTION · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_24tk4yzfvntna42b
GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/business-rule-extraction
GET https://markdownregistry.com/api/v1/blob/894d01702e27138ef1ebae28c3f21d22b8c13ef2386edb0c8869309f13f9e9a8

Your agent 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.

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