We've all been there. You ask Claude for a login form with Zod validation, it ships something that looks right, you move on. Three files later you realize...no Zod anywhere. The vibes were immaculate but the implementation was mid.
Built a hook-based daemon that shadows Claude Code sessions. Captures your original intent, watches every Write/Edit, then runs a review agent that actually checks if the code matches what you asked for. Catches yolo implementations before they compound into tech debt.
Zero config. Just hooks. Findings get injected back into context so Claude fixes its own mistakes.
blas0•4w ago
Intent verification for AI-pilled devs
We've all been there. You ask Claude for a login form with Zod validation, it ships something that looks right, you move on. Three files later you realize...no Zod anywhere. The vibes were immaculate but the implementation was mid.
Built a hook-based daemon that shadows Claude Code sessions. Captures your original intent, watches every Write/Edit, then runs a review agent that actually checks if the code matches what you asked for. Catches yolo implementations before they compound into tech debt.
Zero config. Just hooks. Findings get injected back into context so Claude fixes its own mistakes.
https://github.com/blas0/claude-quill
Think of it as a mini-inline code rabbit, parallel with your sessions agents.
Excited to see contributions.