Developer Tools Ecosystem

Developer Tools for the HCP Ecosystem

Professional development tools, automation, and visualization to build on top of the Human-Code-AI Protocol.

Professional Development Tools

The HCP ecosystem features a complete developer tools stack: from unified CLI to experimental reasoning engines, 3D visualization, and enterprise RAG.

🛠️

HCP Toolkit

Unified CLI & Libraries

Alpha

Unified toolkit (Python + Rust) with all HCP tools: skills, activation, context, evolution, compression, and more.

Features

✓ 19 Design Patterns (Gang of Four + more)
✓ SOLID Principles & Clean Architecture
✓ Python 3.11+ with full type hints
✓ Rust for performance modules (60-75% compression)
✓ Unified CLI with rich output
✓ MCP Server integration

Tech Stack

Python Rust PyO3 Click

GitHub

⚡

HCP Auto

Automation Monorepo

Beta

Automation tools monorepo: semantic compression, self-evolving skills, recursive deep search, and auto-config.

Features

✓ hcp-compress-andaluz (Rust): 60-75% semantic compression
✓ hcp-evolve (Python): Self-evolving skills with RL
✓ hcp-deepsearch (Rust): Recursive search 10M+ tokens
✓ hcp-autoconfig: Auto-generate project configs
✓ hcp-autoskills: Automatic skill generation

Tech Stack

Python Rust Reinforcement Learning

GitHub

🏗️

HCP System

RAG Enterprise

Production Ready

Enterprise RAG system for HCP documents with Pattern 16: Narrative Honesty. Full-stack app (FastAPI + Next.js).

Features

✓ Epistemological layers (certainties vs speculations)
✓ Filesystem Direct: real-time IDE context
✓ PostgreSQL + ChromaDB + Neo4j
✓ Next.js frontend with graph visualization
✓ MCP Server included
✓ Multi-tenant ready

Tech Stack

Python FastAPI Next.js PostgreSQL ChromaDB

GitHub

🧠

HCP Reasoning Engine

Experimental Reasoning Layer

In Development

Experimental reasoning engine based on Human Cognitive Primitives. Improves transparency and reduces hallucinations without retraining models.

Features

✓ 5 Cognitive Primitives: EXPLORE, DOUBT, CHECK, COMMIT, REFLECT
✓ Provider-agnostic (GPT, Claude, Llama, Mistral)
✓ No retraining: structured prompting only
✓ Hallucination detection via Shannon entropy
✓ Git-native: integrates with HCP Protocol
✓ Academic paper track (NeurIPS/ACL)

Tech Stack

Python Pydantic httpx tiktoken

GitHub

🏛️

Memory Palace

3D Interactive Visualization

Production

Interactive 3D visualization of HCP patterns using the Method of Loci (Roman mnemonic technique from 55 BC).

Features

✓ WebGL 3D with React Three Fiber
✓ 6 spatial rooms for 23 HCP patterns
✓ 74% cognitive load reduction (spatial vs linear)
✓ First-person navigation with WASD + mouse
✓ Responsive mobile-friendly
✓ Advanced visual effects (bloom, fog, particles)

Tech Stack

Next.js React Three Fiber TypeScript Tailwind CSS

🌐 Live Demo GitHub

Ready to build with HCP?

All tools are open source and ready to use.

View Full Documentation Explore on GitHub