rule-extraction

Extract atomic verification rules from regulatory text with source references.

13|4|Updated Apr 27, 2026
One-click install
npx skills add https://github.com/memect/kc --skill rule-extraction
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rule-extraction
Source: https://github.com/memect/kc/tree/main/template/skills/zh/rule-extraction
Command: npx skills add https://github.com/memect/kc --skill rule-extraction

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The rule extraction skill helps teams transform dense regulations into a structured, atomic set of verifiable rules that can be implemented as automated checks.

Core Features & Use Cases

  • Discover and decompose regulatory texts into smallest verifiable units.
  • Produce a rule catalog and per-rule references to enforce consistent interpretation across projects.
  • Use when preparing compliance verification workflows, audits, or downstream workflows like rule-to-workflow automation.

Quick Start

Feed a regulatory document to this skill to produce atomic rules and a catalog for downstream verification.

Frequently Asked Questions about rule-extraction

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract testable rules from regulatory text for compliance automation?

Atomic verification rules are the smallest individually testable units extracted from regulatory text, enabling systematic compliance testing. They break down dense regulations into discrete checks with source references for traceability.

What is the best way to convert compliance regulations into an automated rule catalog?

Converting compliance regulations into an automated rule catalog involves parsing regulatory documents to identify atomic rules, scoping cross-references, and mapping each rule to its source text. This yields per-rule artifacts for workflow automation.

How do I maintain traceability when decomposing regulations into atomic rules?

You maintain traceability when decomposing regulations by cataloging each atomic rule with a source_ref that links back to the original regulatory text. This ensures consistent interpretation and verifiable compliance across projects.

Can I scope cross-references when parsing regulatory text for compliance verification?

Yes, you can scope cross-references when parsing regulatory text for compliance verification. The rule extraction process identifies parsing boundaries and cross-references to ensure extracted atomic rules remain contextually accurate and testable.

When do I need to extract atomic rules from regulatory documents?

You need to extract atomic rules from regulatory documents when preparing compliance verification workflows, conducting audits, or building downstream automation. This decomposition transforms dense regulations into structured, testable units for systematic checks.

Does rule extraction require any specific dependencies to process regulatory text?

No specific dependencies are required to process regulatory text for rule extraction. You feed the regulatory document directly into the skill to produce atomic rules and a catalog for downstream verification workflows.