Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add yonatangross/orchestkit --skill product-frameworksgit clone --depth 1 https://github.com/yonatangross/orchestkitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/yonatangross/orchestkit/product-frameworks)<a href="https://agentmods.dev/skills/yonatangross/orchestkit/product-frameworks"><img src="https://agentmods.dev/badge/skills/yonatangross/orchestkit/product-frameworks/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/yonatangross/orchestkit/product-frameworks"><img src="https://agentmods.dev/badge/skills/yonatangross/orchestkit/product-frameworks.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00061 | $0.01089 |
| Opus 5.5 | $0.00024 | $0.00436 |
| Sonnet 5.5 | $0.00012 | $0.00218 |
| Haiku 4.5 | $0.00006 | $0.00109 |
Grade A, and why
product-frameworks scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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 | 4 | HIGH | ROI/NPV/IRR calculations, TCO analysis, TAM/SAM/SOM sizing, competitive landscape |
| Strategy & Prioritization | 5 | HIGH | Value proposition canvas, go/no-go gates, RICE scoring, WSJF ranking, opportunity cost |
| Metrics & OKRs | 5 | HIGH | OKR writing, KPI trees, leading/lagging indicators, instrumentation, experiment design |
| Research & Requirements | 4 | HIGH | User personas, journey maps, interview guides, PRDs |
Total: 18 rules across 4 categories
Quick Start
## 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 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 mapping
Strategy & Prioritization
Strategic 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 methodprioritize-opportunity-cost-- Opportunity cost matrix, cost of delay analysis, trade-off flagging
What ships with it
50 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/business-case-template.md 2.7 KB
- assets/market-research-template.md 2.0 KB
- assets/metrics-definition-template.md 2.0 KB
- assets/persona-template.md 2.2 KB
- assets/prd-template.md 2.8 KB
- assets/research-report-template.md 2.2 KB
- assets/rice-scoring-spreadsheet.md 1.4 KB
- assets/strategy-assessment-template.md 1.7 KB
- checklists/business-case-checklist.md 1.6 KB
- checklists/market-research-checklist.md 1.5 KB
- checklists/metrics-framework-checklist.md 1.9 KB
- checklists/persona-quality-checklist.md 2.0 KB
- checklists/prd-review-checklist.md 2.1 KB
- checklists/prioritization-session-checklist.md 1.7 KB
- checklists/research-study-checklist.md 2.3 KB
- checklists/strategy-review-checklist.md 1.5 KB
- metadata.json 636 B
- references/build-buy-partner-decision.md 2.6 KB
- references/competitive-analysis-guide.md 3.5 KB
- references/interview-guide-template.md 2.9 KB
- references/journey-map-workshop.md 6.3 KB
- references/okr-workshop-guide.md 4.3 KB
- references/output-templates.md 6.2 KB
- references/rice-scoring-guide.md 3.1 KB
- references/roi-calculation-guide.md 3.9 KB
- references/tam-sam-som-guide.md 4.1 KB
- references/user-story-workshop-guide.md 3.7 KB
- references/value-prop-canvas-guide.md 4.7 KB
- references/wsjf-guide.md 2.7 KB
- rules/_sections.md 2.5 KB
- rules/_template.md 339 B
- rules/business-cost-benefit.md 3.9 KB
- rules/business-roi.md 3.2 KB
- rules/market-competitive.md 5.3 KB
- rules/market-tam-sam-som.md 4.1 KB
- rules/metrics-experiment-design.md 4.2 KB
- rules/metrics-instrumentation.md 3.4 KB
- rules/metrics-kpi-trees.md 3.5 KB
- rules/metrics-leading-lagging.md 3.7 KB
- rules/metrics-okr.md 3.6 KB
- rules/prioritize-opportunity-cost.md 4.6 KB
- rules/prioritize-rice.md 3.8 KB
- rules/prioritize-wsjf.md 3.6 KB
- rules/research-journey-mapping.md 5.1 KB
- rules/research-personas.md 4.4 KB
- rules/research-requirements-prd.md 4.7 KB
- rules/research-user-interviews.md 4.2 KB
- rules/strategy-go-no-go.md 4.2 KB
- rules/strategy-value-prop.md 4.4 KB
- test-cases.json 9.2 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago Changed · -1 lines a5a1ed19597c
- 21d ago Changed · -5 lines 2ba28a5a5b1c
- 22d ago Changed · -1 lines 270557781041
- 1mo ago Changed 44bf62728cb4
- 1mo ago Changed 05788a66c6a0
- 1mo ago First seen · 106 lines · 61 tokens per session scan A acf371791ad6
product-frameworks is a skill published in the GitHub repository yonatangross/orchestkit (298 stars, last pushed yesterday), licensed MIT. It adds 61 tokens to every session and 1,089 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.
Other skills, from other repositories
feature-requirements
Turn the ticket into requirements and CUJs, and stop with a split proposal when it is too big.
cococonverge
CocoPivot — multi-pod convergence synthesizer. Deterministically deduplicates findings from N parallel pod outputs into one prioritized, coordinated action plan. Invoked via $pivot run/show/status/clear.
plan
Enter the Plan phase of CocoBrew. Runs CocoSpec quality gate pre-flight, reads spec.md and discuss.md (if present), invokes Coco native plan mode as a mandatory gate, captures the approved plan to plan.md, creates initial flow.json template, and commits. Must have $spec completed first.
lean-debt
CocoLean shortcut debt ledger — harvests cocoplus: comment markers across the CocoPod and produces a ranked deferral report sorted by ceiling imminence and age.
ops-sprint
CocoOps sprint health — computes story velocity, burndown, and completion prediction from git log and sprint window config. Invoked via $ops sprint.
pod-status
Display complete CocoPlus project state: lifecycle phase, CocoFlow pipeline status, active modes, memory state, safety gate, inspector, meter, personas, patterns, cupper findings, and automation maturity level. Run at any time to get a full project overview.