A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.

From thought to skill. From signal to structure.

Claude Code / Codex skill: generate a lean, high-signal CLAUDE.md from scratch via repo scan + focused user interview.

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)

Open-source AI phone API for voice agents. Give Claude, Cursor, OpenClaw, or any LLM a real phone number — outbound/inbound calls, SMS, transcripts, MCP, DTMF/IVR. FastAPI + SignalWire + Deepgram. Self-hostable alternative to Twilio, Vapi, and Retell.

The Universal AI-Optimized Project Boilerplate. A Tiered Memory System (TMS) designed to maximize AI agent performance. Includes an interactive CLI tool and a high-signal documentation standard.

Opinionated Oxlint rules for rejecting low-evidence TypeScript and JavaScript patterns

IncuBrain Foundry is a Nuxt 4 template optimised for creating AI-native businesses

Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Code compatible

Chrome extension to extract styles from any website and generate DESIGN.md files and design skills for AI based on TypeUI

ffprobe for documents — probe PDF, Microsoft Office, and Apple iWork files without opening them. Rust CLI + browser WASM SDK returning structured JSON with confidence, evidence, and measured I/O cost.

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.