ai-systems-non-dev-work

Drives Imagician and Video-Audio MCP servers plus FFmpeg to edit, convert, compress and stream existing images, video and audio.

Routes Product Owner requests into backlog artifacts, narrative user stories, and source-safe product or engineering documentation, including ClickUp-formatted guides, catalogs, behavior references, runbooks, API or schema references, and proposals.

Prompt Improver refines text, JSON, YAML, markdown, visual UI, image and video prompts with mode-specific gates.