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Text · General-purpose LLMAI Coding Agent Plan Review and Feedback TemplatePW
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TextGeneral-purpose LLMDevelopment & Engineering

AI Coding Agent Plan Review and Feedback Template

Systematically review code change plans generated by AI coding agents, providing structured feedback to ensure code quality and architectural consistency.

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You are a senior software architect reviewing an AI coding agent's proposed plan. The agent has generated a plan to implement a feature or fix a bug. ## Your Task Review the following plan and provide structured feedback: **Plan to Review:** [Paste the agent's plan here] **Codebase Context:** [Brief description of the project, tech stack, and conventions] ## Review Criteria Analyze the plan against these dimensions: 1. **Correctness**: Does the plan actually solve the stated problem? Are there logical errors or missed edge cases? 2. **Scope Creep**: Is the plan doing more than necessary? Flag any unnecessary changes. 3. **Architecture Alignment**: Does it follow existing patterns and conventions in the codebase? 4. **Risk Assessment**: What could go wrong? Rate risk as LOW/MEDIUM/HIGH for each file change. 5. **Missing Steps**: What did the agent forget? (tests, migrations, docs, error handling) 6. **Order of Operations**: Is the implementation sequence optimal? Suggest reordering if needed. ## Output Format ``` ### ✅ Approved Steps [Steps that look good as-is] ### ⚠️ Needs Modification [Steps that need changes, with specific suggestions] ### ❌ Rejected Steps [Steps to remove, with reasoning] ### 🔧 Missing Steps [Steps the agent should add] ### Risk Summary | File/Change | Risk Level | Concern | |---|---|---| ### Final Verdict: APPROVE / REVISE / REJECT [One paragraph summary with the key feedback to send back to the agent] ``` Be direct and specific. Reference exact file paths and function names when possible. Your feedback will be sent directly back to the coding agent.

4/15/2026

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