docgraph

Locate and extract passages from indexed documents via the document graph.

7|3|Updated Mar 8, 2026
One-click install
npx skills add https://github.com/BaiGanio/aperio --skill docgraph
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: docgraph
Source: https://github.com/BaiGanio/aperio/tree/main/skills/docgraph
Command: npx skills add https://github.com/BaiGanio/aperio --skill docgraph

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Document-heavy workflows often require manual searching, cross-referencing, and quoting from a diverse set of file types. This leads to slow answers and fragmented context.

Core Features & Use Cases

  • Document graph lookup: Search, outline, and cite passages across Markdown, text, HTML, PDF, Word, Excel, PowerPoint, and email content.
  • Section-level context: Retrieve relevant sections or slices to quote or summarize without reading entire files.
  • Structured workflows: Use dedicated MCP tools (doc_repos, doc_search, doc_outline, doc_context, doc_refs) to build precise, auditable answers.
  • Use Case: You need to answer a question like "where did I discuss the pricing change in the Q2 report?" and want exact passages with references.

Quick Start

Use the document graph to locate and quote relevant passages from your indexed documents.

Frequently Asked Questions about docgraph

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search and extract exact quotes from PDF and Word documents?

To search and extract quotes from PDF and Word documents, use a document graph to locate and cite specific passages. This approach applies section-level context retrieval to Markdown, text, HTML, PDF, Office, and email formats, ensuring precise results.

What is the best way to find specific context in indexed emails and markdown files?

Finding specific context in indexed emails and markdown files requires a document graph lookup to retrieve relevant sections or slices. This allows you to quote or summarize passages directly without manual cross-referencing across diverse file types.

Does document search work across multiple file formats like HTML, Excel, and PowerPoint?

Document search works across HTML, Excel, and PowerPoint files. It applies to Markdown, text, PDF, Word, and email content, allowing you to locate, outline, and quote passages seamlessly across a diverse set of indexed file formats.

How do I outline and summarize large documents without reading the entire file?

To outline and summarize large documents without reading them entirely, apply section-level context retrieval using a document graph. This method uses dedicated search and outline tools to extract relevant slices, providing structured and auditable answers quickly.

Do I need a pre-indexed graph to locate passages in my local documents?

Yes, you need a pre-indexed graph to locate passages in your local documents. The system relies on this pre-indexed graph and an MCP tool chain including doc_repos, doc_search, doc_outline, doc_context, and doc_refs to provide precise search results.