Use when deciding which layer a piece of code belongs in (domain, application, or infrastructure), when business rules are mixed with…
Turn ONE Python file into a plain-English, VISUAL explainer for a non-technical reader (e.g. a finance user) who built the code with AI…
Rewrites complex concepts into jargon-free, plain language while automatically generating structured Org-mode notes.
Produce an implementation-ready plan for a software change by inspecting the actual repository, tracing affected execution paths…
Turns an established product or design direction into one finite delivery outcome and autonomous-ready work.
Use before any implementation — understands the request, discovers project context, and proposes a concise plan for user approval before…
Open plans and HTML artifacts in a local browser canvas where the human annotates elements, chats, and approves or requests changes…
Recommend before substantial implementation work, but invoke only after the user agrees.
Use when reviewing a plan before implementation begins.
Use whenever a repository stores or should store persistent implementation or design plans that may overlap, depend on, replace, complete…
Use when presenting an implementation plan, a migration, a refactor, a roadmap, or any multi-step change to someone who decides whether it…
Structured planning mode for autonomous task execution.
Creates a product requirement doc (PRD) and an implementation plan (IMPL), suitable for a prototype
Review development plans for issues, missing considerations, architectural violations, and alternatives.
Start from a detailed product description, and systematically turn that into an implementation specifications.
Choose the right Zoom building surface for a use case and explain the tradeoffs clearly.
Deep expertise in Microsoft Planner (Classic and Premium) and Microsoft To Do via Graph API and Dataverse — create…
Retrieve the documents attached to a UK planning application from the local council's public online planning portal, given the application…
Use when writing an implementation plan from an existing PRD markdown, listing files and tests without coding, discussing edge cases…
Orchestrate research and save an implementation-ready plan file through a goal-backed planning loop for large product, UI/UX…
The shared domain model behind planning work: the Outcome Contract, the Scope Policy plug point, scope and unknown classifications…