ai-review

name	ai-review
description	Review Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
metadata	{"author":"Arkokat"}

What I do

1. Read backend/AGENTS.md to get the mandatory rules for Gemini API
2. Review the changed or new files that contain Gemini API agent code
3. Check for:
   • Rate limiting (10/hour per user for AI endpoints)
   • Proper structured output schema handling
   • Error handling and retry logic
   • Correct client initialization
   • No hardcoded API keys
4. Report any violations with specific line references

When to use me

Use this after creating or modifying any Gemini API agent code. This should be run as part of the code review process.

Important notes

• The rules in backend/AGENTS.md are mandatory for all AI agent implementations
• Focus on the specific rules in that file - don't make up additional requirements
• Provide actionable feedback with file:line references for any issues found

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Source: Arkokat/hearthkeeper — distributed by TomeVault.