{"repo":"spboyer/sensei","free":true,"listed":false,"github":"https://github.com/spboyer/sensei","clone":"git clone https://github.com/spboyer/sensei.git","description":"Skill for iteratively improving SKILL.md frontmatter compliance using the Ralph loop pattern","language":"TypeScript","stars":54,"topics":["claude","copilot","gemeni","skills","quality","testing-tools"],"license":"MIT","category":"dev-tools","readme_excerpt":"Sensei \"A true master teaches not by telling, but by refining.\" - The Skill Sensei Sensei automates the improvement of Agent Skills frontmatter compliance using the Ralph loop pattern - iteratively improving skills until they reach Medium-High compliance with all tests passing. Table of Contents - Overview - Quick Start - Prerequisites - How It Works - Configuration - Scoring Criteria - Examples - Troubleshooting - Contributing --- Overview The Problem Skills without proper frontmatter lead to skill collision - agents invoking the wrong skill for a given prompt. Common issues include: - No triggers - Agent doesn't know when to activate the skill - No anti-triggers - Agent doesn't know when NOT to use the skill - Brief descriptions - Not enough context for accurate matching - Token bloat - Oversized skills waste context window The Solution Sensei implements the \"Ralph Wiggum\" technique: 1. Read - Load the skill's current state and token count 2. Score - Evaluate frontmatter compliance 3. Improve - Add triggers, anti-triggers, compatibility 4. Verify - Run tests to ensure changes work 5. Check Tokens - Analyze token usage, gather suggestions 6. Summary - Display before/after with suggestions 7. Prompt - Ask user: Commit, Create Issue, or Skip? 8. Repeat - Until target score reached --- Quick Start Using with Copilot CLI Single Skill Single Skill (Fast Mode) Multiple Skills All Low-Adherence Skills All Skills GEPA Mode (Deep Optimization) Score-only mode runs without LLM calls. ","default_branch":null,"files":null,"tree":[],"storefront":"/r/spboyer","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/spboyer/sensei/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}