# DocuMind

> DocuMind — robayedl-documind. Use this tool when you need to leverage a multi-agent system for advanced research and synthesis tasks, such as automated knowledge graph construction and hybrid search. DocuMind solves complex information retrieval and processing problems by integrating a self-correcting LangGraph supervisor with agentic tool calling and distributed task management. It takes in various data inputs and outputs comprehensive research results, ideal for use cases requiring robust and scalable knowledge discovery.

Canonical page: https://skillsregistry.net/skills/robayedl-documind  
JSON: https://api.skillsregistry.net/v1/skills/robayedl-documind

## Description

Production-grade multi-agent RAG system with a self-correcting LangGraph supervisor (Researcher, Synthesizer, Critic), agentic tool calling, hybrid search, and an MCP server. Built with Gemini 2.5 Flash, FastAPI, Next.js 16, Postgres, pgvector, Redis, and Celery.

## Trust

- **Trust score (0–1):** 0.38
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/robayedl/DocuMind)

## 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": "robayedl-documind"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/robayedl-documind` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/robayedl-documind/pull`

---
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