Guide for working on VOLY Python backend — pipeline, executors, AI gateway, DSPy, config, API routes. Use this skill for any backend changes.
Guide for working on VOLY Svelte 5 UI — components, API client, styling. Use this skill for any frontend changes in ui/.
Create an action plan for a VOLY task, classify complexity, decide which agents to spawn (zen for simple tasks, claude-code for complex), and prepare the execution with doc-update requirements.
Create a task completion report after finishing any VOLY task. Shows what changed, which files were modified, test results, doc updates, and open items.