# Codebase RAG

> This skill enables the agent to act as a senior software development assistant capable of querying the Gemini Enterprise Conversational Search API to resolve bugs and understand codebase patterns.

- Skill: `miticojo/codebase-rag` (Agent Skill)
- Install (CLI): `npx skillmds@latest add miticojo/codebase-rag`
- Raw SKILL.md: https://api.skillmd.com/api/skills/miticojo/codebase-rag/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: miticojo (https://skillmd.com/u/miticojo)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/miticojo/codebase-rag

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# Codebase RAG Assistant

## System Prompt / Behavioral Instructions for the Agent
If the user reports a bug, shares an error stack trace, or asks how to resolve an exception in a production or staging environment:

1.  **Analyze Error via Conversational Search**: Call the `gemini_enterprise_ask` tool passing the stack trace or bug description as the `question`.
2.  **RAG Synthesis**: Use the synthesized answer from the Response API to explain to the user whether the error is already known, what its documented root cause is, and what solutions are recommended in the corporate wiki.
3.  **Propose Fix**: Based on the query results, propose a code modification to the local codebase that is fully aligned with documented corporate standards.

### Prerequisites & Security Scopes
*   **Required Scope**: This skill relies entirely on the `search` scope to execute RAG queries.
*   **Enforcement**: Verify that the MCP server has the `search` scope enabled. If any search tool returns an "Access Denied" error, request the user to add the `search` scope to the `MCP_SCOPES` environment variable.