# GitHub-Documentation-Rag-Agent

> GitHub-Documentation-Rag-Agent — mandoa-labs-github-documentation-rag-agent. Use this tool when you need to efficiently search and retrieve specific information from GitHub's official documentation. It solves problems of manual searching and information overload by providing semantic search capabilities via a PostgreSQL database. The tool ingests GitHub documentation, embeds it with local LLMs, and outputs relevant search results, making it ideal for use cases requiring quick access to accurate and up-to-date GitHub information.

Canonical page: https://skillsregistry.net/skills/mandoa-labs-github-documentation-rag-agent  
JSON: https://api.skillsregistry.net/v1/skills/mandoa-labs-github-documentation-rag-agent

## Description

RAG agent that ingests GitHub's official documentation, embeds it with local Ollama LLMs, and serves semantic search via a PostgreSQL pgvector database.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/Mandoa-Labs/GitHub-Documentation-Rag-Agent)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "mandoa-labs-github-documentation-rag-agent"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mandoa-labs-github-documentation-rag-agent` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mandoa-labs-github-documentation-rag-agent/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt