self-validation-loop
OfficialTriadic color validation through self-prediction.
Authorplurigrid
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Enables evaluation of triadic color systems by comparing predicted colors against observed colors, then aggregating accuracy and surprise to guide learning.
Core Features & Use Cases
- Prediction vs observation: efference copy vs actual color perception.
- Metric reporting: accuracy, surprise, and JSON logs for auditing.
- Gay MCP tools integration: compatible with efference_copy, color_at, and comparator modules.
Quick Start
Run a self-validation loop over indices 1..20 and report accuracy and surprise.
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: self-validation-loop Download link: https://github.com/plurigrid/asi/archive/main.zip#self-validation-loop Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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