world-model-principles-scorecard
OfficialWorld-model health scorecard.
Data & Analytics#governance#system-health#world-model#scorecard#memory-audit#decision-audit#knowledge-rot
Authorm2ai-portfolio
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This scorecard helps teams quickly quantify whether a system's world model is improving in fidelity and usefulness or drifting toward stale or contradictory knowledge.
Core Features & Use Cases
- Five-principle evaluation framework: signal fidelity, earned structure, outcome encoding, organizational resistance, and accumulated reality.
- Generates a structured 25-point scorecard with per-principle evidence, gaps, risk, and concrete improvement steps.
- Useful for auditing knowledge bases, persistent memory, decision pipelines, and agent platforms to monitor long-term reliability and alignment.
Quick Start
Run a world-model-principles-scorecard assessment on your agent system to generate a five-principle health scorecard.
Dependency Matrix
Required Modules
None requiredComponents
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: world-model-principles-scorecard Download link: https://github.com/m2ai-portfolio/m2ai-skills-pack/archive/main.zip#world-model-principles-scorecard Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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