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librarian

Build structured indexes for researcher papers and project folders.

8|1|Updated Jan 24, 2026
Search Tags:#documentation#indexing#knowledge management#agent orchestration#research papers#folder organization
One-click install
npx skills add https://github.com/Meme-Theory/meme-engine --skill librarian-meme-theory
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: librarian
Source: https://github.com/Meme-Theory/meme-engine/tree/main/plugins/research-clab/templates/skills/librarian
Command: npx skills add https://github.com/Meme-Theory/meme-engine --skill librarian-meme-theory

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of organizing and indexing files within project folders, making information easily discoverable and manageable.

Core Features & Use Cases

  • Automated Indexing: Creates structured indexes for researcher papers or general project folders.
  • Dynamic Grouping: Identifies natural groupings of files for better organization.
  • Mode Detection: Differentiates between indexing research papers and general project directories.
  • Use Case: When managing a research project with hundreds of papers, this Skill can automatically create a navigable index, summarizing key findings and dependencies, allowing researchers to quickly find relevant information.

Quick Start

Use the librarian skill to index the 'meeting-minutes' folder.

Frequently Asked Questions about librarian

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

FAQPage Schema
How do I index a folder of research papers to build a searchable knowledge base?▼

To build a knowledge base from research papers, this skill dynamically analyzes folder contents, detects file groupings, and orchestrates specialist agents to assemble a structured index for easy discovery.

Can I merge new indexing results into an existing index file?▼

Yes, you can merge new indexing results into an existing index file. The skill supports applying optional qualifiers and merging newly detected file groupings directly into your current knowledge base.

What is the best way to automate folder organization for general project directories?▼

Automating folder organization for general project directories is handled by dynamically detecting file groupings and applying targeted indexing, which this skill uses to create navigable project structures.

Does this indexing approach work with both research papers and general project files?▼

Yes, this indexing approach works with both research papers and general project files. It features mode detection to differentiate between indexing research paper collections and organizing standard project directories.

How does agent orchestration work when building knowledge bases?▼

Agent orchestration builds knowledge bases by coordinating specialist and coordinator agents that analyze folder contents, identify file groupings, and assemble comprehensive structured indexes automatically.

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