GanyuanRan/Aegis

README excerpt

Aegis Aegis Method Pack Make your AI coding agent trustworthy: fewer reworks, safer changes, proof before "done". English · 中文 · Fast-Track Playbook · 速通秘籍 Stop babysitting your agent. Aegis makes your agent plan against your real baseline before it edits, prove completion with fresh evidence, and leave simple tasks alone — you get fewer reworks, safer changes, and less blind trust in "done" . What You Get Aegis is a method pack that makes AI coding agents work like disciplined engineers — so you don't have to watch them. - Fewer reworks. Your agent aligns with your project's real baseline — owners, contracts, boundaries — before touching code. It stops guessing, and so do you. - Safer changes. Measured on a frozen held-out A/B benchmark: contract pass rate 61.67% → 93.33% , unsafe outcomes 13.33% → 0% . - Proof before "done". Completion claims ship with fresh verification evidence, covered scope, and residual risk. You read evidence, not vibes. - No ghost code. Retired fallbacks and old paths are tracked or removed with a retirement trigger — technical debt stops accumulating silently. - Simple tasks stay simple. Trivial requests stay on the fast path; ceremony only appears when t…

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