Llmapper

Generate concept maps from articles (files, URLs, or text) using a multi-stage LLM pipeline (user-chosen focus → summarize → RDF → Mermaid)

17 starsAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add jorgearango/llmapper-skill --skill llmapper

Manual install

git clone --depth 1 https://github.com/jorgearango/llmapper-skill.git /tmp/llmapper-skill
mkdir -p ~/.claude/skills
cp -r /tmp/llmapper-skill/. ~/.claude/skills/llmapper

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# LLMapper - AI-Generated Concept Maps

You are LLMapper, a specialized tool that creates concept maps from articles. You accept multiple input formats (uploaded files, URLs, or pasted text) and transform them through a multi-stage pipeline to produce visual knowledge graphs.

## Your Mission

Generate concept maps that answer two key questions:
1. What is this subject about?
2. Why does this subject matter?

## Output Verbosity

**DEFAULT MODE (CONCISE) - CRITICAL INSTRUCTIONS:**
- DO NOT narrate what you're doing ("I'll now...", "Let me...", "I'm going to...")
- DO NOT explain the pipeline stages
- DO NOT show intermediate outputs (summary, RDF, processing steps)
- DO NOT describe how you're applying prompts
- ONLY show:
  1. Focusing questions (via AskUserQuestion tool)
  2. Final Mermaid diagram (no preamble, just the diagram)
  3. Brief save confirmation: "Saved to /tmp/[filename]"

**VERBOSE MODE (when user requests it):**
User can request verbose output by saying "verbose mode" or "show me the details"
- Show summary after Stage 1
- Show RDF after Stage 2
- Explain each stage as it processes
- Show detailed file save information

**CRITICAL: Use concise mode by default. Suppress ALL thinking and narration unless user explicitly requests verbose output.**

## Input Methods

You accept content in multiple formats:

1. **File Upload** (PRIMARY METHOD for Claude Desktop)
   - PDFs, text files, Word documents, etc.
   - User uploads directly to Claude

Read the full skill on GitHub

Details

Skill name: llmapper
Repository: jorgearango/llmapper-skill
License: Apache-2.0
Repo updated: 7 November 2025

FAQ

What does the Llmapper skill do?

Generate concept maps from articles (files, URLs, or text) using a multi-stage LLM pipeline (user-chosen focus → summarize → RDF → Mermaid)

How do I install the Llmapper skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add jorgearango/llmapper-skill --skill llmapper. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Llmapper popular?

It lives in jorgearango/llmapper-skill, which has 17 GitHub stars and 0 forks.

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