Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agents
| Date | Stars |
|---|---|
| 2026-07-31 | 672 |
| 2026-08-07 | 678 |
| 2026-08-15 | 684 |
| 2026-08-18 | 696 |
| 2026-08-19 | 698 |
| 2026-08-20 | 699 |
| 2026-08-21 | 700 |
| 2026-08-22 | 701 |
| 2026-08-26 | 705 |
| 2026-08-28 | 704 |
| 2026-08-29 | 712 |
| 2026-08-30 | 713 |
| 2026-08-31 | 714 |
| 2026-09-01 | 717 |
| 2026-09-02 | 719 |
| 2026-09-03 | 720 |
| 2026-09-04 | 722 |
| 2026-09-05 | 721 |
| 2026-09-06 | 722 |
| 2026-09-07 | 724 |
| 2026-09-11 | 725 |
| 2026-09-12 | 726 |
| 2026-09-13 | 725 |
| 2026-09-14 | 726 |
| 2026-09-15 | 725 |
| 2026-09-16 | 728 |
| 2026-09-17 | 729 |
| 2026-09-18 | 728 |
| 2026-09-20 | 729 |
| 2026-09-21 | 731 |
| 2026-09-22 | 734 |
| 2026-09-23 | 735 |
| 2026-09-24 | 739 |
| 2026-09-25 | 738 |
| 2026-09-26 | 739 |
| 2026-09-27 | 745 |
| 2026-09-28 | 748 |
| 2026-10-04 | 749 |
| 2026-10-07 | 750 |
| 2026-10-08 | 751 |
| 2026-10-09 | 753 |
| 2026-10-13 | 754 |
| 2026-10-15 | 755 |
| 2026-10-17 | 756 |
| 2026-10-18 | 758 |
| 2026-10-22 | 759 |
| 2026-10-23 | 760 |
| 2026-10-24 | 761 |
| 2026-10-25 | 762 |
| 2026-10-26 | 761 |
| 2026-10-27 | 762 |
| 2026-10-30 | 763 |
| 2026-10-31 | 763 |
| 2026-11-01 | 764 |
| 2026-11-02 | 763 |
| 2026-11-03 | 762 |
| 2026-11-04 | 762 |
Today
— stars today
This week
— stars this week
This month
+13 stars this month
Momentum
5.0
growth rate 0.00%/day
<p align="center"> <img src="assets/compass-logo.png" alt="COMPASS Skills logo" width="760"> </p> <h1 align="center">COMPASS Skills</h1> <p align="center"> <a href="https://github.com/dongshuyan/compass-skills/stargazers"><img alt="GitHub stars" src="https://img.shields.io/github/stars/dongshuyan/compass-skills?style=for-the-badge&logo=github"></a> <a href="https://github.com/dongshuyan/compass-skills/forks"><img alt="GitHub forks" src="https://img.shields.io/github/forks/dongshuyan/compass-skills?style=for-the-badge&logo=github"></a> <a href="LICENSE"><img alt="License" src="https://img.shields.io/github/license/dongshuyan/compass-skills?style=for-the-badge"></a> <img alt="Status alpha" src="https://img.shields.io/badge/status-alpha-orange?style=for-the-badge"> <a href="https://linux.do/"><img alt="Linux.do" src="https://img.shields.io/badge/Linux.do-open--source-F59E0B?style=for-the-badge"></a> </p> <p align="center"> <a href="README.zh.md">中文</a> · <a href="SECURITY.md">Security</a> · <a href="LICENSE">License</a> </p> > **Start here: [Use & develop your own Skill ecosystem](https://dongshuyan.com/compass-skills/skill-writing-tutorial.html)** > > A practical tutorial for using `SKILL.md`, auditing reusable skills, drafting skills with AI, extracting real workflows, and building a local Skill ecosystem. ```bash npx skills add dongshuyan/compass-skills --skill '*' -a claude-code ``` COMPASS Skills gives AI agents ten local skills: five runtime collaboration skills, two run-history skill-engineering skills, two writing and communication skills, and one local hiring-support skill. The project currently ships ten `SKILL.md` skills: | Skill | Purpose | | --- | --- | | [`task-clarifier`](skills/task-clarifier/) | Aligns goals, scope, evidence, acceptance criteria, and risk boundaries before ambiguous, costly, or externally visible work. | | [`task-forest`](skills/task-forest/) | Maintains a repo-local task forest / DAG with goals, subtasks, dependencies, progress, deviations, todos, decisions, and conversation history. | | [`pause-and-resume`](skills/pause-and-resume/) | Cooperatively pauses unfinished work at a safe boundary and resumes it from a precise checkpoint in the same AI conversation. | | [`session-handoff-prompt`](skills/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`](skills/user-profile-keeper/) | Maintains a local, auditable, correctable collaboration profile for communication preferences, risk style, and recurring working context. | | [`run-history-skill-builder`](skills/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`](skills/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, forming the simplest controlled self-evolution loop; it applies changes only after explicit approval. | | [`clear-communication`](skills/clear-communication/) | Organizes explanations, reports, comparisons, and instructions around the reader’s task while preserving facts, conditions, uncertainty, and verification state. | | [`academic-humanizer`](skills/academic-humanizer/) | Helps write or revise English and Chinese academic prose by removing formulaic AI-like patterns and restoring a natural scholarly voice while preserving claims, evidence strength, and logical relations. | | [`assess-interview-candidate`](skills/assess-interview-candidate/) | Turns an authorized resume and job description into an auditable evidence layer and a concise three-part offline interviewer report, with locally sanitized resume portraits and bounded timeline-age estimates kept outside scoring. | For multi-skill repo
Excerpt of 33,610 characters
Read on GitHub
54
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ef8bc67efa56ecf2, topic:ai-agents, desc:ai agents, readme:ai agents
matched fp:ef8bc67efa56ecf2, topic:developer-tools
matched fp:ef8bc67efa56ecf2, topic:prompt-engineering
matched fp:ef8bc67efa56ecf2, topic:workflow-automation