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claw-ideas/code-review.md

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# Automated Code-Review-Pipeline (The Gatekeeper)
## Problem
Manual code review is tedious and spesso inconsistent. Architectural anti-patterns often slip through PRs.
## Instructions
1. **Webhook Integration:** Set up a Gitea webhook that triggers a function on your VPS when a PR is opened.
2. **Analysis Engine:** Use an LLM (e.g., via Gemini API) to analyze the .
3. **Prompt Engineering:** Define a system prompt for the agent to focus on *architectural integrity* and *complexity metrics* rather than just syntax checking.
4. **Feedback Loop:** Have the agent post its review directly back to the PR comments.
## Goal
Automate the "High-Level Review" stage of your development pipeline.