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Agent Skill

AI Shaped Readiness Advisor skill

ai-shaped-readiness-advisordeanpeters/Product-Manager-Skillsskills/ai-shaped-readiness-advisor/SKILL.md

Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.

7.6k

always on

33 tokname + description

once used

9,703 tokSKILL.md body

bundled files

0

repo stars

7.6kGitHub

Install the AI Shaped Readiness Advisor skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/deanpeters/Product-Manager-Skills --skill ai-shaped-readiness-advisor

Claude Code, by hand (all projects)

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

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description33 tok
When the agent uses itThe SKILL.md instructions9,703 tok
Only if openedNo bundled files—

Until it is used, ai-shaped-readiness-advisor costs about 41× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 77 skills from deanpeters/Product-Manager-Skills would load 2,883 tokens of descriptions. Skills vs MCP study

Checks

  • The instructions are over 5,000 tokens, the Agent Skills specification's guideline for SKILL.md.
  • The instructions are over 500 lines; the specification suggests moving detail into reference files.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Purpose
  • Input
  • Key Concepts
  • AI-First vs. AI-Shaped
  • The 5 Essential PM Competencies (2026)
  • Anti-Patterns (What This Is NOT)
  • When to Use This Skill
  • Facilitation Source of Truth
  • Application
  • Facilitation Protocol (Mandatory)
  • Session Start: Heads-Up + Entry Mode (Mandatory)
  • Step 0: Gather Context
  • Step 1: Context Design Maturity
  • Step 2: Agent Orchestration Maturity
  • Step 3: Outcome Acceleration Maturity
  • Step 4: Team-AI Facilitation Maturity
  • Step 5: Strategic Differentiation Maturity
  • Step 6: Assess Maturity Profile
  • Step 7: Identify Priority Gap
  • Step 8: Generate Action Plan
  • Step 9: Track Progress (Optional)
  • Examples
  • Example 1: Early-Stage Startup (AI-First → Emerging)
  • Example 2: Growth-Stage Company (Transitioning → AI-Shaped)

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