{"repo":"dongshuyan/compass-skills","free":true,"listed":false,"github":"https://github.com/dongshuyan/compass-skills","clone":"git clone https://github.com/dongshuyan/compass-skills.git","description":"司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agents","language":"Python","stars":694,"topics":["agent-memory","agent-skills","ai-agents","ai-coding-agent","claude-code","claude-skills","codex-skills","developer-tools","local-first","openai-codex"],"license":"MIT","category":"ai-agents","readme_excerpt":"COMPASS Skills 中文 · Security · License Start here: Use & develop your own Skill ecosystem A practical tutorial for using SKILL.md , auditing reusable skills, drafting skills with AI, extracting real workflows, and building a local Skill ecosystem. COMPASS Skills gives AI agents seven local skills: four runtime collaboration skills, two run-history skill-engineering skills, and one academic humanization skill for avoiding and removing AI-sounding prose. The project currently ships seven SKILL.md skills: Skill Purpose --- --- task-clarifier Aligns goals, scope, evidence, acceptance criteria, and risk boundaries before ambiguous, costly, or externally visible work. task-forest Maintains a repo-local task forest / DAG with goals, subtasks, dependencies, progress, deviations, todos, decisions, and conversation history. session-handoff-prompt Compresses the current AI conversation's goal, progress, constraints, and next steps into a paste-ready prompt for a new AI conversation. user-profile-keeper Maintains a local, auditable, correctable collaboration profile for communication preferences, risk style, and recurring working context. run-history-skill-builder Turns completed or repeatedly refined run history into a new reusable skill package or a reviewed skill-design plan. run-history-skill-upgrader Automatically turns session evidence from real execution, encountered and resolved difficulties, validation results, and user feedback into an upgrade plan for an existing skill, formin","default_branch":null,"files":null,"tree":[],"storefront":"/r/dongshuyan","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/dongshuyan/compass-skills/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."}