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.

7,800 stars 940 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add deanpeters/Product-Manager-Skills --skill ai-shaped-readiness-advisor
Manual install
git 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-advisor

Personal 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.
Read the full skill on GitHub

Details

Skill name
ai-shaped-readiness-advisor
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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