The platform organizes tools into the categories discovery, data fetching, artifacts, context management, completion, delegation, hierarchy, HITL, lifecycle, and context engine so that tool capabilities are grouped by function.

Tool categories:

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

discovery, data fetching, artifacts, context management, completion, delegation, hierarchy, HITL, lifecycle, context engine

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

**Tool System:**

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md