mattlane66

Prepare relevant planning artifacts, including optional statechart and Dumplink context, for agent implementation work without overloading context.

Collaboratively shape a problem and compare solution directions before implementation.

Create a framing document from notes, messages, or conversation transcripts.

Map a chosen solution into places, affordances, consequences, stores, and wiring.

Reconcile an attached image, screenshot, wireframe, mockup, whiteboard, or hand-drawn sketch with existing frame, shaping, and breadboard artifacts. Use when a user drops in a visual, says "see this sketch" or "we are missing something," asks what the visual changes, or wants visual evidence incorporated without silently changing requirements, scope, or the selected shape.

Turn a selected stateful portion of a breadboard into a transition table and Mermaid statechart without changing the breadboard's authority.

Reflect on a breadboard by syncing it to implementation and finding design smells.

Turn a shaped project into vertical task groups, dependency-aware sequence, risk state, and variable-scope build plan.

Turn a shaped project into vertical task groups, dependency-aware sequence, risk state, foliation layers, parallelization plan, and variable-scope implementation plan.

Turn a PRD or shaped package of work into a kickoff doc, technical design plan, initial vertical slices, tracker, and agent handoff packets.

Reconstruct, map, strengthen, and evaluate beliefs, claims, arguments, debate statements, explanations, and policy proposals. Use when a user wants the conclusion, explicit premises, implicit bridges, support structure, inferential quality, factual dependencies, objections, or a stronger version made clear.