project-management-specialists Turn rough ideas into actionable project specifications, staged documents, and AI-agent handoff tasks through adaptive discovery. Use when the user wants to make, build, create, launch, automate, or plan a product, tool, app, website, business idea, content project, course, operations workflow, or any other project but only has a vague idea or does not know where to start. Also use when the user asks to clarify requirements, define a product/project profile, create a PRD or spec, split a vision into a confirmed delivery scope such as a demo, MVP, V1, or full roadmap, produce an implementation or execution plan, or generate prompts/tasks for AI assistants, coding agents, or similar tools. Do not use for narrow bug fixes, already-specified implementation tasks, standalone technical questions, or executing an existing complete spec without discovery.
2026-05-29