product-frameworks SKILL.md skillA
product-frameworks from yonatangross/orchestkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yonatangross/orchestkit/product-frameworks@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yonatangross/orchestkit
- Path
src/skills/product-frameworks/SKILL.md- Versions recorded
- 5
- Latest version
- v2.0.0, committed Sep 6, 2026
- First version recorded
- Jul 10, 2026
- Size
- 4,556 bytes
- Repository stars
- 299
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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) | 5 | HIGH | Value proposition canvas, go/no-go gates, RICE scoring, WSJF ranking, opportunity cost | | [Metrics & OKRs](#metrics--okrs) | 5 | HIGH | OKR writing, KPI trees, leading/lagging indicators, instrumentation, experiment design | | [Research & Requirements](#research--requirements) | 4 | HIGH | User 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 …
Read the whole file at its exact version.
How to install
mdr add yonatangross/orchestkit/product-frameworks@sha256:05788a66c6a0926eThe line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_q7lbpnp3cpqtkpoe)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 10, 2026 and Sep 6, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-09-06 | fc0b166 | 4,556 B | A | view · diff |
| v2.0.0 | 2026-08-29 | 2aed0b0 | 4,604 B | A | view · diff |
| v2.0.0 | 2026-08-05 | 1f4cf61 | 4,604 B | A | view · diff |
| v2.0.0 | 2026-07-25 | 47b78fb | 4,576 B | A | view · diff |
| v2.0.0 | 2026-07-10 | 10a2d30 | 4,576 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4556 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
yonatangross/orchestkit · 299 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_q7lbpnp3cpqtkpoe GET https://markdownregistry.com/api/v1/resolve?ref=yonatangross/orchestkit/product-frameworks GET https://markdownregistry.com/api/v1/blob/05788a66c6a0926eada36814227b0f7363159e47f7bf22cbbf19084db3da0032
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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