ComposableCapability *Standard for self-contained units of operational knowledge* # Conceptual Foundation: ComposableCapabilities ## Core Idea A **Composable Capability** is a self-contained unit of reusable functionality — a modular building block that encapsulates not just code, but also *intent*, *interfaces*, and *knowledge*. Each capability is organized as a repository and can be composed with others to build higher-level systems or workflows. Motivation In AI-assisted or “Vibe Coding” workflows, it’s not enough to reuse functions or APIs. You need *contextually complete* units — something that captures *how* to use a function, **why** it exists, and **what it depends on**. ComposableCapabilities turn code reuse into *knowledge reuse*. xxx