Build, scaffold, and maintain knowledge base units. Also generates reference documentation from library/framework source code. Use when: creating new knowledge from scratch, converting existing docs into manifest-based knowledge, adding modules/workflows/scripts, generating docs from source code, or validating knowledge structure. Triggers on: 'create knowledge', 'build knowledge', 'new knowledge', 'add module to knowledge', 'add workflow', 'scaffold knowledge', 'knowledge manifest', 'convert to knowledge', 'generate knowledge from source', 'write knowledge docs', 'analyze library for knowledge'.
2026-05-24