business-rule-extraction SKILL.md skillA
business-rule-extraction from naodeng/awesome-qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naodeng/awesome-qa-skills/business-rule-extraction@v1.0.0Pins 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-types/business-rule-extraction/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Oct 29, 2026
- First version recorded
- Sep 14, 2026
- Size
- 4,802 bytes
- Repository stars
- 301
- License
- a license file GitHub does not identify
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.
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
# 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
mdr add naodeng/awesome-qa-skills/business-rule-extraction@sha256:d268be10435628a7The 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.
[](https://markdownregistry.com/a/art_24tk4yzfvntna42b)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 14, 2026 and Oct 29, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-29 | 1d0d58f | 4,802 B | A | view · diff |
| git:20260914.45aa88f | 2026-09-14 | 45aa88f | 4,496 B | A | view · diff |
| git:20260914.72ab38e | 2026-09-14 | 72ab38e | 3,588 B | A | view · diff |
| git:20260914.ba5cf40 | 2026-09-14 | ba5cf40 | 3,437 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4802 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
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_24tk4yzfvntna42b GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/business-rule-extraction GET https://markdownregistry.com/api/v1/blob/d268be10435628a781f01ed73059b4f90a7252d8a0b4dc0601717e62518a8882
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.