Systemic Resonance Alignment
CommunityAlign code intent with governance text.
Software Engineering#refactoring#AST analysis#cosine similarity#automation tooling#semantic alignment#governance documentation#code-review validation
AuthorIcebane84
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It resolves mismatches between how Python code behaves and how governance documentation describes that behavior, reducing semantic drift that triggers “Resonance Warning” conditions.
Core Features & Use Cases
- Cosine Similarity Scoring: Computes semantic alignment between Python AST-derived terms and Markdown governance terms using cosine similarity.
- Iterative Refactoring Loop: Guides refactoring of code or documentation until resonance reaches a target threshold (>= 75%).
- Directed Scanning: Supports single file comparisons or directory-wide pairing between .py files and .md counterparts.
Quick Start
Run the resonance scanner against your target Python file and its corresponding governance Markdown until the Resonance Score reaches 75.0 or higher.
Dependency Matrix
Required Modules
argparseastmathresyspathlibjson
Components
scripts
💻 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: Systemic Resonance Alignment Download link: https://github.com/Icebane84/Synarche_Workshop/archive/main.zip#systemic-resonance-alignment Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.