Given a UK planning application, work out which material planning considerations are actually engaged and which representation skill(s) to…
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…
Orchestrates complex coding tasks using persistent, crash-proof markdown files that maintain state across AI sessions.
Manages complex, multi-step agentic tasks using persistent Markdown files to maintain state across AI sessions.
Persistent file-based planning for multi-step AI-agent work.
Play a short, friendly chime over the speakers once the session's work is finished, so the user knows to look back without watching the…
Use when drafting a PLDI author response inside the short February window — triaging reviewer objections about soundness, baselines, and…
Orchestrates an end-to-end product management workflow from feature teardown and prior-art discovery to requirement evaluation, PRD…
Defines lean MVP boundaries, core validation hypotheses, and measurable success criteria within a structured 60-minute framework.
Full PM playbook — triage backlog, prioritize, assign, track, report, escalate.
Archive a done POC out of the active set but keep it as a parity/regression oracle, moving it under .pocs/archive/.
Create a new POC-driven feature file under .pocs/ from any source (a sentence, an issue, a document, a URL).
List every POC in .pocs/ with its phase and gap counts (split by [agent]/[user]).
Validate that a POC file is well-formed against the POCDD conventions — status header, the three sections, gaps tagged by owner with ids…
Run the POCDD gap-closing loop on an existing POC file — close [agent] investigation gaps autonomously (at most gaps_per_pass per…
Use when preparing a POPL submission for the single July HotCRP deadline — auditing the 25-pages-of-text acmsmall cap, summary-rejection…
Use when splitting a POPL paper across the 25-page body, the proof appendix, and anonymous supplementary material — deciding which proofs…
Use these skills to analyze, test, or design the competitive strategy of a product, service, business unit, or initiative…
Report structured worker close-outs and independently checked scheduler health between portfolio reviews.
Discuss research direction, review meaningful results, draft and authorize bounded charters, and order the fresh charter queue with the…