Product management frameworks for business cases, market analysis, strategy, prioritization, OKRs/KPIs, personas, requirements, and user research. Use when building ROI projections, competitive analysis, RICE scoring, OKR trees, user personas, PRDs, or usability testing plans.
Generates business cases, market analysis, product strategies, prioritization frameworks, OKRs, and user research documentation.
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assets/business-case-template.mdassets/market-research-template.mdassets/metrics-definition-template.mdassets/persona-template.mdassets/prd-template.mdassets/research-report-template.mdassets/rice-scoring-spreadsheet.mdassets/strategy-assessment-template.mdchecklists/business-case-checklist.mdchecklists/market-research-checklist.mdchecklists/metrics-framework-checklist.mdchecklists/persona-quality-checklist.mdchecklists/prd-review-checklist.mdchecklists/prioritization-session-checklist.mdchecklists/research-study-checklist.mdchecklists/strategy-review-checklist.mdmetadata.jsonreferences/build-buy-partner-decision.mdreferences/competitive-analysis-guide.mdreferences/interview-guide-template.mdComprehensive product management frameworks covering business analysis, market intelligence, strategy, prioritization, metrics, personas, requirements, and user research. Each category has individual rule files in rules/ loaded on-demand.
| Category | Rules | Impact | When to Use |
|---|---|---|---|
| Business & Market | 4 | HIGH | ROI/NPV/IRR calculations, TCO analysis, TAM/SAM/SOM sizing, competitive landscape |
| Strategy & Prioritization | 4 | HIGH | Value proposition canvas, go/no-go gates, RICE scoring, WSJF ranking |
| Metrics & OKRs | 4 | HIGH | OKR writing, KPI trees, leading/lagging indicators, instrumentation |
| Research & Requirements | 4 | HIGH | User personas, journey maps, interview guides, PRDs |
Total: 16 rules across 4 categories
## ROI Quick Calculation
ROI = (Net Benefits - Total Costs) / Total Costs x 100%
## RICE Prioritization
RICE Score = (Reach x Impact x Confidence) / Effort
## OKR Structure
Objective: Qualitative, inspiring goal
KR1: Quantitative measure (from X to Y)
KR2: Quantitative measure (from X to Y)
## User Story Format
As a [persona], I want [goal], so that [benefit].
Financial analysis and market intelligence frameworks for investment decisions.
business-roi -- ROI, NPV, IRR, payback period calculations with Python examplesbusiness-cost-benefit -- TCO analysis, build vs buy comparison, sensitivity analysismarket-tam-sam-som -- TAM/SAM/SOM market sizing with top-down and bottom-up methodsmarket-competitive -- Porter's Five Forces, SWOT, competitive landscape mappingStrategic decision frameworks and quantitative prioritization methods.
strategy-value-prop -- Value Proposition Canvas, JTBD framework, fit assessmentstrategy-go-no-go -- Stage gate criteria, scoring template, decision thresholdsprioritize-rice -- RICE scoring with reach, impact, confidence, effort scalesprioritize-wsjf -- WSJF cost of delay, time criticality, MoSCoW methodGoal-setting and measurement frameworks for metrics-driven teams.
metrics-okr -- OKR structure, writing objectives and key results, examplesmetrics-kpi-trees -- Revenue and product health KPI trees, North Star metricmetrics-leading-lagging -- Leading vs lagging indicators, balanced dashboardsmetrics-instrumentation -- Metric definition template, event naming, alertingUser research methods and requirements documentation patterns.
research-personas -- User persona template, empathy maps, persona examplesresearch-journey-mapping -- Customer journey maps, service blueprints, experience curvesresearch-user-interviews -- Interview guides, usability testing, surveys, card sortingresearch-requirements-prd -- PRD template, user stories, acceptance criteria, INVESTork:assess - Assess project complexity and risksork:brainstorming - Generate product ideas and featuresVersion: 2.0.0 (February 2026)
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