ai-shaped-readiness-advisor

Solid

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

AI & Automation 4,665 stars 595 forks Updated 1 weeks ago NOASSERTION

Install

View on GitHub

Quality Score: 87/100

Stars 20%
100
Recency 20%
90
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

## 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. ## Key Concepts ### AI-First vs. AI-Shaped | Dimension | AI-First (Cute) | AI-Shaped (Survival) | |-----------|-----------------|----------------------| | **Mindset** | Automate existing tasks | Redesign how work gets done | | **Goal** | Speed up artifact creation | Compress learning cycles | | **AI Role** | Task assistant | Strategic co-intelligence | | **Advantage** | Temporary efficiency gains | Defensible competitive moat | | **Example** | "Copilot writes PRDs 2x faster" | "AI agent validates hypotheses in 48 hours instead of 3 weeks" | **Critical Insight:** If a competitor can replicate your AI usage by throwing bodies at it, it's not differentiation—it's just efficiency (which becomes table...

Details

Author
deanpeters
Repository
deanpeters/Product-Manager-Skills
Created
3 months ago
Last Updated
1 weeks ago
Language
Shell
License
NOASSERTION

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Listed

ai-product-strategy

Help users define AI product strategy. Use when someone is building an AI product, deciding where to apply AI in their product, planning an AI roadmap, evaluating build vs buy for AI capabilities, or figuring out how to integrate AI into existing products.

0 Updated today
TindanLawrence
AI & Automation Listed

ai-first-kit

Navigate organizational redesign for AI with a structured 13-skill toolkit that produces persistent artifacts in $HOME/.ai-first-kit/. Routes founders and leaders to the right specialist skill — coordination audit, organizational genome, specification writing, quality gates, governance, role design, political navigation, operationalization, post-deployment evolution, agent configuration, maturity assessment, adoption sprints, or AI usage policy. Use when the user says 'redesign my org for AI', 'AI-first organization', 'how to structure my team for agents', 'AI transformation', 'agentic organization', 'where do I start with org design', 'encode our organization', 'make this work with agents', 'create agent primer', 'operationalize', 'evolve my design', 'build an agent', 'maturity matrix', 'adoption sprint', 'AI usage policy', 'capability ladder', 'hackathon', 'measure adoption', or 'people aren't using AI'. Also use when the user describes any organizational challenge related to AI adoption — restructuring tea

5 Updated 3 days ago
synaptiai
AI & Automation Listed

maturity-ladder

Build a per-role human AI adoption maturity matrix with observable behaviors per level, current state assessment, barrier-informed progression paths, and visibility infrastructure — saved to $HOME/.ai-first-kit/. Measures where HUMANS actually are on the AI adoption journey — by evidence, not self-report — using human job titles or solo-founder operational modes (never agent role definitions). Use when the user says 'maturity matrix', 'capability ladder', 'adoption levels', 'how AI-ready is my team', 'measure AI adoption', 'where are we on AI', 'track AI skills', 'readiness assessment', 'AI capability assessment', or 'adoption scorecard'. Also use when the user describes uneven AI adoption across teams, people saying they don't need AI, wanting to create social proof for adoption, needing to measure progress, or wanting visible levels that motivate improvement — even if they don't use the word 'maturity'. This skill MUST be consulted because it produces a structured per-role maturity matrix with behavioral ev

5 Updated 3 days ago
synaptiai
AI & Automation Listed

ai-product-strategy

Develop AI product strategy and identify AI opportunities for your product. Use when: ai strategy, ai product, ai features, ai roadmap, ai opportunities, build vs buy ai.

1 Updated today
varunk130
AI & Automation Listed

ai-adoption-and-team-enablement

Guidance for marketing leaders on adopting AI tools, enabling teams, structuring workflows, and navigating the human-vs-AI creative tradeoff in B2B marketing contexts

7 Updated yesterday
the-nam-shub