accessibilityWCAG 2.2 compliance audit — keyboard navigation, screen reader testing, ARIA, color contrast. Use when: a11y, accessibility, WCAG, keyboard nav, screen reader, aria, color contrast, tab order.
adr-writerGenerate Architecture Decision Records for significant technical decisions. Use when: architecture decision, ADR, why did we choose, why are we using, architectural choice.
business-caseGenerate comprehensive business cases, ROI analysis, and strategic justification for new initiatives. Use when: business case, ROI, cost-benefit, justify project, strategic value, investment memo, pitch.
change-managementPlan and drive organizational change through ADKAR, stakeholder comms cadence, training, and resistance management. Use when: plan organizational change, adkar change model, stakeholder communication cadence, build training plan, manage resistance to change, rollout adoption plan, write change manag
design-thinkingApply the Design Thinking process (Empathize, Define, Ideate, Prototype, Test) to solve complex user problems. Use when: design thinking, empathize, user journey, persona, ideation, brainstorming, prototype, user research.
estimation-sizingSize a backlog with reference-class forecasting, probabilistic ranges, and relative estimation as ranges not commitments. Use when: estimate product backlog, reference class forecasting, probabilistic p50 p90 estimate, t-shirt sizing stories, story point estimation, run planning poker, cone of uncer
financial-governanceGovern product spend with budget tracking, cost showback, unit economics, and cloud cost guardrails. Use when: track product budget, cost allocation and showback, calculate cac and ltv, gross margin and unit economics, return on investment analysis, cloud cost guardrails, financial governance summar
green-softwareCarbon efficiency, sustainable architecture choices, and GreenTech goals. Use when: green software.
ideation-facilitationFacilitate divergent and convergent ideation to turn a framed problem into a ranked shortlist of concepts. Use when: facilitate brainstorming session, how might we framing, crazy eights sketching, scamper ideation, affinity grouping ideas, dot voting convergence, concept selection matrix.
market-analysisCompetitive research, SWOT analysis, and feature differentiation. Use when: market analysis.
opportunity-assessmentAssess a product opportunity with Wardley mapping, market sizing, a North-Star metric, and RICE-ranked bets. Use when: assess product opportunity, wardley map value chain, size market tam sam som, define north star metric, apply heart framework, rice prioritization of bets, write opportunity brief.
product-analyticsDesign event taxonomy, funnels and retention, rigorous A/B experiments, plus DORA and SPACE delivery metrics. Use when: design event taxonomy, build funnel analysis, measure retention cohorts, design ab experiment, calculate minimum detectable effect, track dora four keys, space developer productivi
professional-practiceApply professional, ethical, and teamwork standards to software work using the ACM/IEEE-CS Code of Ethics, sound group dynamics, and clear stakeholder communication. Use when: apply software engineering code of ethics, professional conduct review, handle dissent or whistleblowing, build team working
req-reviewReview requirements docs for quality/completeness/consistency (IEEE 29148, ISO 25010, EARS); produce a gap list + fixes. Use when: review requirements, audit requirements, check requirements, requirements quality, are requirements complete, requirements analysis, requirements gap, existing requireme
spec-analyzeCheck consistency and alignment between spec.md, plan.md, and project/TASKS.md — detect drift and mismatches. Use when: analyze spec, consistency check, alignment, drift, spec vs plan, are specs aligned, spec mismatch.
stakeholder-managementMatrices for managing expectations and communication plans. Use when: stakeholder management.
sustainability-checksEvaluate software architecture for ESG and sustainability impact. Use when: run sustainability check, audit esg, is this green, sustainability review, science-based targets, carbon footprint.
systems-thinkingAnalyze complex systems, feedback loops, and leverage points. Avoid linear thinking for complex problems. Use when: systems thinking, causal loop, feedback loop, leverage point, root cause, system map, holism, iceberg model.
user-research-synthesisSynthesize raw user-research data into personas, a journey map, and prioritized insight statements. Use when: synthesize user research, affinity mapping interviews, jobs to be done analysis, build user personas, empathy and journey mapping, write insight statements, prioritize research findings.
user-story-mappingVisualizing user journeys and slicing deliverables into releases. Use when: user story mapping.
visual-specsProcess visual inputs (scans, sketches, diagrams) into structured product specifications before implementation. Use when: visual spec, design phase, visual requirements, scan to spec, diagram spec, visual design, sketch spec.