{"repo":"managedcode/MCAF","free":true,"listed":false,"github":"https://github.com/managedcode/MCAF","clone":"git clone https://github.com/managedcode/MCAF.git","description":"MCAF is a framework for building software products together with AI coding agents.","language":"CSS","stars":52,"topics":["ai","ai-agents","ai-framework","claude-code","codex","gemini","mcaf"],"license":"CC-BY-4.0","category":"ai-agents","readme_excerpt":"MCAF Concepts Managed Code Coding AI Framework Developed and sustained by Managed Code March 2026 --- 1. What MCAF Is MCAF is a framework for building real software with AI coding agents. It defines how to: - keep durable engineering context in the repository - make AI work from AGENTS.md plus repo-native docs and skills - verify behaviour with tests and static analysis - keep AI guidance small, explicit, and versioned The goal of MCAF: Use AI to build real products in a way that is predictable, safe, and repeatable. MCAF has three core elements: - Context — code, docs, AGENTS.md , and skills live with the repo. - Verification — integration tests and quality gates are the decision makers, not opinions. - Instructions — root and local AGENTS.md files define how agents work here and learn over time. These concepts define the framework (the \"what\" and \"why\"). TUTORIAL.md is the bootstrap procedure (the \"how\"). Repository AGENTS.md files apply both to a specific solution. 1.1 Bootstrap Surface v1.2 is skill-first. Bootstrap stays minimal: - one root AGENTS.md template - one CLAUDE.md wrapper template - one tutorial page that explains how agents fetch and install the right skill folders Canonical install entry point: - Tutorial: https://mcaf.managed-code.com/tutorial Optional direct shortcuts: - Templates: https://mcaf.managed-code.com/templates - Skills: https://mcaf.managed-code.com/skills 2. Context Context is everything needed to understand, change, and run the system. 2.1 Rep","default_branch":null,"files":null,"tree":[],"storefront":"/r/managedcode","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/managedcode/MCAF/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}