Project Discipline Guides

This skill facilitates the "Differential Knowledge Refactor" of technical guides. It ensures that SKILL.md files for specific disciplines are lean, context-efficient, and strictly additive to what modern AI models already know natively.

Workflow: The Inverse Knowledge Filter

The goal is to aggressively "whittle down" a target guide (the Target) by removing any content that is natively understood by modern coding models.

1. Generate Knowledge Mirrors

Use the provided script to generate "Redundancy Mirrors"—comprehensive guides of what Gemini, Claude, and Codex consider "Common Knowledge" for a given discipline, and intersect them into a single LCD mirror.

# Ensure that model setup is configured (instructions are in the top level readme)
node .agents/skills/project-discipline-guides/scripts/generate_mirrors.ts <discipline_name>