AI Shaped Readiness Advisor
Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.
Install
npx skills add deanpeters/Product-Manager-Skills --skill ai-shaped-readiness-advisorgit clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills.git /tmp/Product-Manager-Skills
mkdir -p ~/.claude/skills
cp -r /tmp/Product-Manager-Skills/skills/ai-shaped-readiness-advisor ~/.claude/skills/ai-shaped-readiness-advisorPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
## 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. Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended `ARGUMENTS:` line — counts as answers already given. Use it and skip whatever it covers; don't re-ask. **Arriving empty-handed? That works too.** The advisor opens by asking how AI currently shows up in your team's day-to-day product work.
Details
- Skill name
ai-shaped-readiness-advisor- Repository
- deanpeters/Product-Manager-Skills
- Path
skills/ai-shaped-readiness-advisor/SKILL.md- Repo updated
- 16 October 2026
FAQ
What does the AI Shaped Readiness Advisor skill do?
Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.
How do I install the AI Shaped Readiness Advisor skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add deanpeters/Product-Manager-Skills --skill ai-shaped-readiness-advisor. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is AI Shaped Readiness Advisor popular?
It lives in deanpeters/Product-Manager-Skills, which has 7,800 GitHub stars and 940 forks, and is included in 3 curated skill lists.
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