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