ai-shaped-readiness-advisor SKILL.md skillA
ai-shaped-readiness-advisor from deanpeters/product-manager-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add deanpeters/product-manager-skills/ai-shaped-readiness-advisor@git:20260704.6a4fbf2Pins git:20260704.6a4fbf2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- deanpeters/product-manager-skills
- Path
skills/ai-shaped-readiness-advisor/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260704.6a4fbf2, committed Jul 4, 2026
- First version recorded
- Feb 10, 2026
- Size
- 43,516 bytes
- Repository stars
- 7,599
- License
- a license file GitHub does not identify
Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.
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
## Purpose Assess whether your product work is **"AI-first"** (using AI to automate existing tasks faster) or **"AI-shaped"** (fundamentally redesigning how product teams operate around AI capabilities). Use this to evaluate your readiness across **5 essential PM competencies for 2026**, identify gaps, and get concrete recommendations on which capability to build first. **Key Distinction:** AI-first is cute (using Copilot to write PRDs faster). AI-shaped is survival (building a durable "reality layer" that both humans and AI trust, orchestrating AI workflows, compressing learning cycles). This is not about AI tools—it's about **organizational redesign around AI as co-intelligence**. The interactive skill guides you through a maturity assessment, then recommends your next move. ## Input **Works best with:** A description of how your team currently uses AI in its product work — even 'barely' is a valid answer. **Also useful:** Team size, product domain, and which of the 5 competencies you suspect is weakest. …
Read the whole file at its exact version.
How to install
mdr add deanpeters/product-manager-skills/ai-shaped-readiness-advisor@sha256:0877bad486ae5521The line at the top of this page pins the label git:20260704.6a4fbf2, 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_24rzj6abzb3n2xhb)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Feb 10, 2026 and Jul 4, 2026, about one every 36 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260704.6a4fbf2 latest | 2026-07-04 | 6a4fbf2 | 43,516 B | A | view · diff |
| git:20260309.0a8f6ac | 2026-03-09 | 0a8f6ac | 42,712 B | A | view · diff |
| git:20260227.26a442b | 2026-02-27 | 26a442b | 42,322 B | A | view · diff |
| git:20260211.cc730da | 2026-02-11 | cc730da | 41,860 B | A | view · diff |
| git:20260210.c95ff78 | 2026-02-10 | c95ff78 | 41,570 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 (43516 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
deanpeters/product-manager-skills · 7,599 stars · license a license file GitHub does not identify · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_24rzj6abzb3n2xhb GET https://markdownregistry.com/api/v1/resolve?ref=deanpeters/product-manager-skills/ai-shaped-readiness-advisor GET https://markdownregistry.com/api/v1/blob/0877bad486ae5521ba027d3c4598b49ae0126051a770d29cfaff459796bfb977
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.