Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/nerfels/mind-map/claude-mdgit clone --depth 1 https://github.com/nerfels/mind-mapWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.03427 | $0.03427 |
| Opus 5 | $0.01714 | $0.01714 |
| Sonnet 5 | $0.00685 | $0.00685 |
| Haiku 4.5 | $0.00343 | $0.00343 |
Grade A, and why
mind-map CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 492 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
This is a Model Context Protocol (MCP) server called "Mind Map MCP" - a brain-inspired code intelligence platform that implements neuroscience-based intelligence for software development. It provides 33+ advanced MCP tools for project analysis, multi-language AST parsing, pattern prediction, and intelligent code understanding.
Essential Commands
Build and Development
# Build the project (required before testing/running)
npm run build
# Development with auto-rebuild
npm run dev
# Type checking only
npm run type-check
# Linting
npm run lint
npm run lint:fix
# Testing
npm test
npm run test:coverage
# Start the MCP server
npm start
# or
node dist/index.js
Testing Commands
# Run the comprehensive test suite
npm test
# Individual test scripts (run from project root)
node test-simple-query.js
node test-document-intelligence.js
node test-ignore-patterns.js
Architecture Overview
Core Components
-
MindMapEngine (
src/core/MindMapEngine.ts) - Central orchestrator that coordinates all subsystems- Implements 33+ MCP tools through service delegation pattern
- Manages brain-inspired intelligence systems (Hebbian learning, attention, memory)
- Coordinates multi-language analysis and pattern prediction
-
Service Layer (
src/core/services/)- QueryService - Handles semantic search, advanced queries, temporal analysis
- AnalysisService - Manages AST parsing, architectural analysis, framework detection
- ScanningService - Project scanning with parallel processing and scalability management
- LearningService - Brain-inspired learning systems (Hebbian, episodic memory, attention)
- ConfigurationService - User preferences, custom patterns, scalability config
- DocumentIntelligenceService - Document analysis and relationship extraction
-
Handler Pattern (
src/handlers/)- QueryHandlers - MCP tool handlers for query operations
- AnalysisHandlers - MCP tool handlers for code analysis
- SystemHandlers - MCP tool handlers for system operations
- ToolingHandlers - MCP tool handlers for development tooling
- FrameworkHandlers - MCP tool handlers for framework detection
- DocumentHandlers - MCP tool handlers for document intelligence
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 492 lines · 3,427 tokens per session scan A de4f651872da
mind-map CLAUDE.md is an instructions file published in the GitHub repository nerfels/mind-map (2 stars, last pushed 9mo ago), licensed MIT. It adds 3,427 tokens to every session, about $0.0171 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.