ab-test-plannerDesign statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments. Use when asked to set up an experiment, design an A/B test, calculate sample size, or interpret test results. Produces a complete test plan with hypothesis, variant definitions, sampl
epic-progress-reportReport on an epic or initiative deeper than a status bullet — child work broken down by status, the riskiest unfinished pieces, and honest suggested cuts to hit the date. Use when asked for an epic progress report, where are we on this initiative, break down epic status, or what can we cut to ship o
flow-metrics-interpreterRead your team's flow metrics — cycle time, throughput, WIP, aging work — and say what they actually mean and what to try, not just restate the numbers. Use when asked to interpret cycle time, what do our flow/Actionable-Agile metrics mean, why is delivery slow, or read our Kanban metrics. Produces
go-to-market-plannerBuild a go-to-market plan for any product launch, feature release, or new market entry. Use when planning a product launch, writing a GTM strategy, defining launch tiers, or coordinating cross-functional launch activities. Produces a tiered GTM plan with messaging, cross-functional activity tracker,
launch-readinessAssesses pre-launch readiness across every function and produces an explicit Go / Conditional Go / No-Go recommendation. Use when preparing for any product or feature launch, running a pre-launch review, or determining whether a release is safe to ship. Produces a function-by-function readiness stat
pptx-slide-auditorAudit a PowerPoint presentation for layout issues, text overflow, visual hierarchy problems, and consistency gaps. Use when asked to review a slide deck, check a presentation before a meeting, audit slides for layout problems, or QA a deck before sharing. Produces a slide-by-slide report with issues
product-launch-checklistGenerate a comprehensive pre-launch, launch day, and post-launch checklist for any product release. Use when preparing for a product launch, feature release, or major update. Produces a role-assigned, tiered checklist covering engineering readiness, marketing and comms, support, and post-launch moni
retro-analysisAnalyses sprint delivery data and produces a structured retrospective brief. Use when asked to run a retrospective, analyse sprint data, prepare a retro brief, or turn sprint metrics into discussion prompts. Produces a data-grounded retrospective brief with completion stats, pattern analysis, Start/
sprint-briefGenerate a structured sprint brief from sprint data and goals. Use when asked to write a sprint brief, create a sprint summary, document sprint goals and scope, or produce a team-facing sprint overview. Produces a scannable brief with sprint goal, rationale, grouped work, critical path, risks, and d
sprint-planningStructure and facilitate sprint planning sessions. Use when asked to plan a sprint, organise backlog items, assign story points, create sprint goals, or prepare sprint planning agendas. Produces a sprint goal, velocity-calibrated backlog, capacity plan, risk flags, and a structured sprint planning m
sprint-retro-facilitatorRun a sprint retrospective that produces real change — themes from what actually happened, honest start/stop/continue, and owned action items, not a vent session. Use when asked to facilitate a retro, run a sprint retrospective, prep retro themes, or turn our sprint into a retro. Produces the data-g
technical-spec-templateCreate structured technical specification documents that bridge product requirements and engineering implementation. Use when writing a tech spec, engineering spec, system design doc, or API specification. Produces a complete spec with problem statement, proposed solution, data model, API design, al
user-story-writerWrite well-structured user stories with acceptance criteria and edge cases. Use when asked to write user stories, create tickets from a feature brief, convert a PRD into stories, or write acceptance criteria. Produces ready-to-estimate stories in the standard format with clear acceptance criteria, e