cyberneticlibrary

Research-first prototype planning

prototypeworkflowsetup L20
siegeon/.prism
What it does

Mine PRISM knowledge base then source-dive gaps into a conductor task

Best for

Starting a feature phase when you need instant knowledge synthesis from brain + code to ground the plan before implementation.

Inputs
  • · feature: string (required) — what to plan
  • · session_id: string (optional) — driving Claude session for task_link_session emission
Outputs
  • · PRISM brain/memory findings (sources, confidence)
  • · coverage gaps (unanswered questions)
  • · PRD-style plan (title, summary, actors, views, constraints, journeys, steps)
  • · Mermaid plan diagram (sequence/class/flow)
  • · Plan markdown doc (## headings, bullets)
  • · conductor task created with plan + diagram
Requires
  • · PRISM MCP (brain_search, brain_understand, memory_recall)
  • · parallel agent fleet (coverage judge, 1 agent per gap for source dive)
  • · conductor task system
Preconditions
  • · PRISM brain initialized with project knowledge
  • · Feature string non-empty and not a placeholder
  • · Project source code accessible for gaps
  • · Conductor task system available
Failure modes
  • · Feature is placeholder or empty → script throws before spawning agents
  • · PRISM brain unavailable → gaps remain high, source dive compensates
  • · Gap source file not found → agent reports unavailable, plan proceeds
  • · Plan synthesis timeout → partial plan returned with noted gaps
Trust signals
  • · PRISM confidence score returned (0-1) — judge coverage quality
  • · Coverage judge explicitly lists gaps needing source dive
  • · One agent per gap (not batched) for detailed source findings
  • · Plan includes file:line seam citations to actual source
  • · Mermaid + markdown plan persisted to conductor task for visibility