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.
Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.
| Date | Stars |
|---|---|
| 2026-07-31 | 853 |
| 2026-08-03 | 887 |
| 2026-08-06 | 887 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
60.0
growth rate 0.00%/day
<p align="center">
<a href="https://linux.do/t/topic/2108966/20" alt="LINUX DO">
<img
src="https://img.shields.io/badge/LINUX-DO-FFB003.svg?logo=data:image/svg%2bxml;base64,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" /></a>
<a href="https://dev.to/_879c5a0279451d52e43c3/aegis-a-method-pack-for-more-reliable-ai-coding-agents-1gfm" alt="DEV.to">
<img src="https://img.shields.io/badge/DEV.to-Article-0A0A0A?logo=devdotto&logoColor=white" /></a>
<a href="https://github.com/GanyuanRan/Aegis/actions/workflows/ci.yml" alt="CI">
<img src="https://img.shields.io/github/actions/workflow/status/GanyuanRan/Aegis/ci.yml?branch=main&label=CI" /></a>
<a href="https://github.com/GanyuanRan/Aegis/releases/latest" alt="Latest Release">
<img src="https://badgen.net/github/release/GanyuanRan/Aegis?label=Latest%20Release" /></a>
<a href="https://github.com/GanyuanRan/Aegis" alt="GitHub Stars">
<img src="https://img.shields.io/github/stars/GanyuanRan/Aegis?style=flat&label=Stars" /></a>
<a href="https://olud.ai/project/ganyuanran-aegis.html" alt="Aegis on olud.ai">
<img src="https://olud.ai/badge.php?tool=ganyuanran-aegis" alt="Aegis on olud.ai" /></a>
</p>
<p align="center">
<img src="assets/aegis-hero.png" alt="Aegis architecture-driven AI coding agent hero banner" />
</p>
# Aegis
<p align="center">
<strong>Aegis Method Pack</strong><br/>
Baseline-first, evidence-driven workflow discipline for AI coding agents.
</p>
<p align="center">
<a href="README.md"><strong>English</strong></a>
·
<a href="README.zh-CN.md"><strong>中文</strong></a>
·
<a href="docs/current/AEGIS_FAST_TRACK_PLAYBOOK.md">Fast-Track Playbook</a>
·
<a href="docs/current/AEGIS_FAST_TRACK_PLAYBOOK_ZH.md">速通秘籍</a>
</p>
## Why Aegis
Aegis is a **Superpowers upgrade** for teams using AI coding agents on real
software work. It keeps the useful idea of composable skills, then adds:
- baseline-first planning before risky changes
- evidence before completion claims
- repair track plus retirement track for bugs, fallbacks, and compatibility paths
- workflow quality guardrails so simple tasks stay cheap
- portable method-pack skills across skill-aware hosts
Aegis is useful when agents otherwise start coding before the goal, owner,
architecture boundary, or verification path is clear.
## Measured Agentic Benchmark
A frozen held-out A/B benchmark used the same Codex client, requested
`gpt-5.6-sol` model, `xhigh` reasoning effort, prompts, projects, and tool
policy in both arms; only the Aegis method-pack projection differed. Across 120
valid runs on 20 cases, the observable contract pass rate rose from **60% to
90% (+30 pp)**, while unsafe outcomes fell from **11.67% to 5%**.
This is bounded advisory evidence, not a Excerpt of 13,751 characters
Read on GitHub
218
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:7011b2d927755ff4, topic:ai-agents
matched fp:7011b2d927755ff4, topic:ai-coding