/SKILLS

Build blueprints, ready to ship.

Each skill is a complete, open recipe for building a real agent on Matagi — the design system, the auth model, the runtime wiring, and every hard-won detail. Hand one to your coding agent with the Matagi MCP connected, and it builds the whole thing.

Company Passive Learning

Passively retain valuable work context from sessions and authorized tools. Use continuously during meaningful work, after important changes, and at session end to capture focus, progress, open topics, ideas, process effectiveness, and compounding learnings.

Skill·2 min read

Lightweight Agent Loop

Build a minimal, provider-agnostic agent loop — a tool-calling LLM assistant — from scratch, without a heavy framework. Use when someone wants to understand or implement a lightweight AI agent, add tool calling to an LLM, reason about what an "agent loop" actually is, or decide between a framework and a hand-rolled loop. Implementation-agnostic — any language, SDK, or model provider.

Skill·8 min read