Transform PRD into a technical implementation plan with architecture decisions and dependency mapping.
Act on what you control, escalate what you don't.
Use when the user wants a formal project requirements document (PRD) written for an app, feature, or product idea.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that…
Judgment escalation queue. When a session hits a judgment-dense question it shouldn't wing — a one-way door with no precedent, a…
Archive a completed change in the experimental workflow.
Trims the user's own writing — commit messages, Slack posts, emails, reports, self-reviews, READMEs.
Use when auditing a EuroSys submission before a HotCRP upload — abstract registration versus full-paper gates, the 12-page…
Use when planning a EuroSys campaign end to end — choosing between the spring and fall gates of an edition, backward-scheduling system…
Turn the case theory into a trial plan and control the discovery: what needs to be proven, with what means, who has it, how it is…
Ground factual claims and evidence-dependent decisions in inspectable evidence; distinguish verified facts, reported context, inference…
Ground material claims in appropriate evidence, distinguish facts from inference, label unverified points, and report source conflicts.
Use when repository complexity, delivery, ownership, security, release, or incident signals change; when governance may be missing; or…
Control an open or active Microsoft Excel workbook through the ChatGPT add-in or connected session.
Transforms structured data, checklists, plans, and analysis results into downloadable XLSX spreadsheets.
Execute one assigned agent ticket with repository provenance, real-interface tests, and a DoD evidence ledger.
Implement one task, or a wave of independent tasks, from a feature's tasks.md, then mark it complete, as the execution step of spec-driven…
Find evidenced expansion whitespace; do not assert demand.
Use when starting work in an unfamiliar repository, when locating code across many files, or when a project's code map or architecture…
Derives rigorous secondary research innovations and new theoretical results from established mathematical structures.
Install a THIRD PARTY's skill library (ECC, mattpocock/skills, hyperresearch) through that library's OWN front door, opt-in and never…