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product-frameworks skill

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This skill helps product teams apply business, strategy, and research frameworks to build ROI, prioritization, and user insights.

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SKILL.md
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---
name: product-frameworks
license: MIT
compatibility: "Claude Code 2.1.34+."
description: 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.
tags: [product, strategy, business-case, market-analysis, prioritization, okr, kpi, persona, requirements, user-research, rice, prd]
context: fork
agent: product-strategist
version: 2.0.0
author: OrchestKit
user-invocable: false
complexity: medium
metadata:
  category: document-asset-creation
---

# Product Frameworks

Comprehensive 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.

## Quick Reference

| Category | Rules | Impact | When to Use |
|----------|-------|--------|-------------|
| [Business & Market](#business--market) | 4 | HIGH | ROI/NPV/IRR calculations, TCO analysis, TAM/SAM/SOM sizing, competitive landscape |
| [Strategy & Prioritization](#strategy--prioritization) | 4 | HIGH | Value proposition canvas, go/no-go gates, RICE scoring, WSJF ranking |
| [Metrics & OKRs](#metrics--okrs) | 4 | HIGH | OKR writing, KPI trees, leading/lagging indicators, instrumentation |
| [Research & Requirements](#research--requirements) | 4 | HIGH | User personas, journey maps, interview guides, PRDs |

**Total: 16 rules across 4 categories**

## Quick Start

```markdown
## 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].
```

## Business & Market

Financial analysis and market intelligence frameworks for investment decisions.

- **`business-roi`** -- ROI, NPV, IRR, payback period calculations with Python examples
- **`business-cost-benefit`** -- TCO analysis, build vs buy comparison, sensitivity analysis
- **`market-tam-sam-som`** -- TAM/SAM/SOM market sizing with top-down and bottom-up methods
- **`market-competitive`** -- Porter's Five Forces, SWOT, competitive landscape mapping

## Strategy & Prioritization

Strategic decision frameworks and quantitative prioritization methods.

- **`strategy-value-prop`** -- Value Proposition Canvas, JTBD framework, fit assessment
- **`strategy-go-no-go`** -- Stage gate criteria, scoring template, decision thresholds
- **`prioritize-rice`** -- RICE scoring with reach, impact, confidence, effort scales
- **`prioritize-wsjf`** -- WSJF cost of delay, time criticality, MoSCoW method

## Metrics & OKRs

Goal-setting and measurement frameworks for metrics-driven teams.

- **`metrics-okr`** -- OKR structure, writing objectives and key results, examples
- **`metrics-kpi-trees`** -- Revenue and product health KPI trees, North Star metric
- **`metrics-leading-lagging`** -- Leading vs lagging indicators, balanced dashboards
- **`metrics-instrumentation`** -- Metric definition template, event naming, alerting

## Research & Requirements

User research methods and requirements documentation patterns.

- **`research-personas`** -- User persona template, empathy maps, persona examples
- **`research-journey-mapping`** -- Customer journey maps, service blueprints, experience curves
- **`research-user-interviews`** -- Interview guides, usability testing, surveys, card sorting
- **`research-requirements-prd`** -- PRD template, user stories, acceptance criteria, INVEST

## Related Skills

- `assess` - Assess project complexity and risks
- `brainstorming` - Generate product ideas and features

**Version:** 2.0.0 (February 2026)

Overview

This skill provides a complete set of product management frameworks for business cases, market analysis, strategy, prioritization, OKRs/KPIs, personas, requirements, and user research. It packages tested templates and formulas to speed decision-making and documentation for product teams. Use it to produce ROI projections, prioritize features, define objectives, and design research and PRDs.

How this skill works

The skill exposes modular rule sets for four domains: Business & Market, Strategy & Prioritization, Metrics & OKRs, and Research & Requirements. Each rule contains templates, calculation formulas (ROI, NPV, RICE, WSJF), and writing patterns (OKRs, PRDs, interview guides) that you can apply on demand. Input your assumptions or data to get structured outputs: financial summaries, prioritized backlogs, measurement trees, personas, and usability plans.

When to use it

  • Building ROI, NPV, IRR, or TCO analyses for investment decisions
  • Sizing markets with TAM/SAM/SOM and mapping competitors
  • Prioritizing features with RICE, WSJF, or go/no-go stage gates
  • Writing OKRs, KPI trees, instrumentation plans, or dashboards
  • Drafting PRDs, user stories, acceptance criteria, and persona profiles
  • Designing user research: interview guides, usability tests, and journey maps

Best practices

  • Start with clear, agreed assumptions for financial and market inputs to avoid garbage-in results
  • Use quantitative prioritization (RICE/WSJF) plus qualitative context from research
  • Keep OKRs outcome-focused and limit KRs to measurable, meaningful indicators
  • Define metric names and instruments before implementation to prevent tracking drift
  • Iterate personas from mixed-method research and validate with actual user interviews
  • Document decisions and trade-offs from stage gates so scoring remains auditable

Example use cases

  • Quick ROI and payback estimate for a new feature to support prioritization discussions
  • RICE-scored backlog export to justify next-quarter roadmap items
  • OKR tree for a product initiative linking objective to leading and lagging KPIs
  • Detailed PRD and acceptance criteria based on validated persona and journey mapping
  • Competitive landscape report using Porter's Five Forces and SWOT to inform positioning

FAQ

Can I use the frameworks with partial or uncertain data?

Yes. The templates support sensitivity analysis and confidence inputs; mark uncertain inputs and run scenarios to see range of outcomes.

Are the prioritization scores prescriptive?

No. Scores provide a quantified view to inform trade-offs. Combine them with qualitative insights and business context before final decisions.