Agent skill

Product Frameworks

by yonatangross in yonatangross/orchestkit

Product management frameworks for business cases, market analysis, strategy, prioritization, OKRs/KPIs, personas, requirements, and user research.

MITAuto-check passedProduct & Project Management

Install Product Frameworks

skills CLI
$ npx skills add yonatangross/orchestkit --skill product-frameworks -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install yonatangross/orchestkit product-frameworks --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/skills/product-frameworks .claude/skills/product-frameworks && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
product-frameworks
GitHub stars
290
Token cost
~1.1k tokens
SKILL.md length
328 words
Files
53 (incl. references, assets)
Skills in repo
108
Repo updated
First seen
Licence
MIT

At a glance

Product management frameworks for business cases, market analysis, strategy, prioritization, OKRs/KPIs, personas, requirements, and user research.

  • Building ROI projections
  • SKILL.md covers Quick Reference, Quick Start, Business & Market and Strategy & Prioritization, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Competitive analysis

What it does

Product Frameworks is an agent skill from yonatangross/orchestkit. 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.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 54 other files, including reference files and assets (for example `assets/business-case-template.md`, `assets/market-research-template.md` and `assets/metrics-definition-template.md`). Compatibility notes: Claude Code 2.1.277+.

It sits in Product & Project Management, covering OKRs and executive reporting, Prioritization frameworks and User research. The repository describes itself as: The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install ork for stable (v9.x), or ork-alpha for the v10 line, which ships daily. The licence is MIT.

When your agent uses it

  • Building ROI projections
  • Competitive analysis
  • Usability testing plans

Example prompts

  • “/product-frameworks”

Requirements

  • Python 3
  • Compatibility (from SKILL.md): Claude Code 2.1.277+.
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, WebSearch

What it can do on your machine

Read from SKILL.md and the folder at commit 02bbf9a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Glob
    • Grep
    • WebFetch
    • WebSearch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Claude Code 2.1.277+.

    From compatibility in the SKILL.md frontmatter.

Context cost

Product Frameworks loads about 1.1k tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 74 tokens; SKILL.md has 328 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~74
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~13k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from yonatangross/orchestkit at commit 02bbf9a, republished under its MIT licence (© yonatangross). 328 words, ~1,131 tokens.

Download SKILL.mdSave it as .claude/skills/product-frameworks/SKILL.md (or your agent's skills folder). This skill also uses 52 other files; get the full folder from GitHub.
name
product-frameworks
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.
allowed-tools
Read, Glob, Grep, WebFetch, WebSearch
compatibility
Claude Code 2.1.277+.
license
MIT
user-invocable
false
disable-model-invocation
true
metadata.owner-agent
product-strategist
metadata.category
document-asset-creation
metadata.version
2.0.0
metadata.author
OrchestKit
metadata.complexity
medium
metadata.tags
product, strategy, business-case, market-analysis, prioritization, okr, kpi, persona, requirements, user-research, rice, prd

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

CategoryRulesImpactWhen to Use
Business & Market4HIGHROI/NPV/IRR calculations, TCO analysis, TAM/SAM/SOM sizing, competitive landscape
Strategy & Prioritization5HIGHValue proposition canvas, go/no-go gates, RICE scoring, WSJF ranking, opportunity cost
Metrics & OKRs5HIGHOKR writing, KPI trees, leading/lagging indicators, instrumentation, experiment design
Research & Requirements4HIGHUser personas, journey maps, interview guides, PRDs

Total: 18 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
  • prioritize-opportunity-cost -- Opportunity cost matrix, cost of delay analysis, trade-off flagging

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
  • metrics-experiment-design -- Experiment design, guardrail metrics, staged rollout plans

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

Output Templates

Structured JSON output formats for consistent deliverables. Load: Read("references/output-templates.md") for PRD, business case, metrics framework, prioritization report, and research report templates.

  • ork:assess - Assess project complexity and risks
  • ork:brainstorm - Generate product ideas and features

Version: 2.0.0 (March 2026)

© yonatangross, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 52 other files (references, assets) in src/skills/product-frameworks of yonatangross/orchestkit.

  • SKILL.md
  • assets/business-case-template.md
  • assets/market-research-template.md
  • assets/metrics-definition-template.md
  • assets/persona-template.md
  • assets/prd-template.md
  • assets/research-report-template.md
  • assets/rice-scoring-spreadsheet.md
  • assets/strategy-assessment-template.md
  • checklists/business-case-checklist.md
  • checklists/market-research-checklist.md
  • checklists/metrics-framework-checklist.md
  • checklists/persona-quality-checklist.md
  • checklists/prd-review-checklist.md
  • checklists/prioritization-session-checklist.md
  • checklists/research-study-checklist.md
  • checklists/strategy-review-checklist.md
  • metadata.json
  • references
  • … and 34 more

Open the folder on GitHubat commit 02bbf9a

Compare with similar skills

Product Frameworks next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Product Frameworks compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Product Frameworks this skillyonatangross/orchestkit290—~1.1kAutomated safety check: PassMIT
Strategy Planningandreaskelm/pm-brain234—~1.2kAutomated safety check: PassCustom licence
Crest Reconjeremylongshore/tons-of-skills-marketplace2.8k—~890Automated safety check: NotesMIT
Product Manager Toolkitdavila7/claude-code-templates32k7 repos~2.2kAutomated safety check: PassMIT
Opportunity Solution Treeavelikiy/great_cto103—~1.8kAutomated safety check: PassMIT
Product Manager Toolkitmajiayu000/spellbook287—~2.2kAutomated safety check: PassMIT

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  • Strategy Planning

    andreaskelm/pm-brain

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    234 GitHub stars~1.2k tokensUpdated 3 mo ago
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Questions about Product Frameworks

What does Product Frameworks do?

Product management frameworks for business cases, market analysis, strategy, prioritization, OKRs/KPIs, personas, requirements, and user research. Product Frameworks is an agent skill from yonatangross/orchestkit. Product management frameworks for business cases, market analysis, strategy, prioritization, OKRs/KPIs, personas, requirements, and user research.

When should I use Product Frameworks?

Product Frameworks fits situations like: building ROI projections; competitive analysis; usability testing plans.

How do I install Product Frameworks in Claude Code?

Run `npx skills add yonatangross/orchestkit --skill product-frameworks -a claude-code`. Or copy the skill folder (src/skills/product-frameworks in yonatangross/orchestkit) into .claude/skills/product-frameworks in your project. Claude Code loads it when a task matches its description.

How do I install Product Frameworks in Codex?

Run `npx skills add yonatangross/orchestkit --skill product-frameworks -a codex`. Or copy the skill folder (src/skills/product-frameworks in yonatangross/orchestkit) into .agents/skills/product-frameworks in your project. Codex loads it when a task matches its description.

Can I use Product Frameworks in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add yonatangross/orchestkit --skill product-frameworks -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/product-frameworks, .gemini/skills/product-frameworks, .github/skills/product-frameworks and .opencode/skills/product-frameworks in your project.

What does Product Frameworks need to run?

SKILL.md names no scripts, command-line tools or credentials: Product Frameworks is instructions for the agent only. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, WebSearch. Compatibility (from SKILL.md): Claude Code 2.1.277+..

Does Product Frameworks access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Product Frameworks safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Product Frameworks use?

Product Frameworks is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Product Frameworks use?

About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.

What are the alternatives to Product Frameworks?

Skills that share tags, products or a category with Product Frameworks: Strategy Planning (andreaskelm/pm-brain, 234 stars), Crest Recon (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Product Manager Toolkit (davila7/claude-code-templates, 32k stars) and Opportunity Solution Tree (avelikiy/great_cto, 103 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Product Frameworks?

yonatangross (a GitHub user) maintains it in yonatangross/orchestkit, which has 290 GitHub stars. The repository holds 108 skills in this directory. The repository was last updated on October 9, 2026.

Source: yonatangross/orchestkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.