uncertainty-to-law

Official

Elevate validated uncertainties into formal Laws.

AuthorCAPHTECH
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill converts validated uncertainties (hypotheses) into formal Laws (Law-Driven Engineering) to codify business rules, reduce ambiguity, and enable reproducible risk management across sessions and systems.

Core Features & Use Cases

  • Hypotheses to Laws workflow: Collect validated hypotheses from the resolving-uncertainty output and plan Law formation.
  • Law Card drafting & governance: Generate a structured law_card_draft with type, scope, statement, evidence, and verification details for cataloging.
  • Review, formalization & cataloging: Move drafts into the official Law Catalog and update the Grounding Map; ensure traceability of promotion history.
  • Use Case: Formalize patterns observed over multiple sessions to create enforceable business rules that prevent recurring issues.

Quick Start

Load the validated hypotheses from resolving-uncertainty results and request Law Card drafts for each hypothesis. Then review and formalize selected drafts into the Law Catalog.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: uncertainty-to-law
Download link: https://github.com/CAPHTECH/claude-marketplace/archive/main.zip#uncertainty-to-law

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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