recommendation-canvas

Generates a structured AI recommendation canvas with problem framing, hypotheses, risks, and next steps.

6.4k|767|Updated Feb 5, 2026
One-click install
npx skills add https://github.com/deanpeters/Product-Manager-Skills --skill recommendation-canvas
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: recommendation-canvas
Source: https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/recommendation-canvas
Command: npx skills add https://github.com/deanpeters/Product-Manager-Skills --skill recommendation-canvas

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps product teams generate a comprehensive AI recommendation canvas that guides strategic decision-making and alignment across stakeholders.

Core Features & Use Cases

  • Structured framework: Combines business outcomes, product outcomes, problem framing, hypotheses, positioning, risks, and value justification into a single canvas.
  • Discovery-to-roadmap bridge: Converts validated insights into actionable next steps and prioritization criteria.
  • Use case example: When preparing an AI-enabled feature proposal, use this canvas to present the rationale, risks, success metrics, and required experiments to executives.

Quick Start

Provide a short prompt to start: "Create a Recommendation Canvas for an AI-powered onboarding assistant that improves user activation."

Frequently Asked Questions about recommendation-canvas

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I structure a product strategy for an AI feature proposal?

To structure an AI product strategy, use a standardized canvas combining business outcomes, problem statements, hypotheses, risks, and success metrics into a single document for cross-functional alignment.

What is the best way to align stakeholders on discovery planning and roadmap next steps?

The best way to align stakeholders on discovery planning is to bridge validated insights into actionable next steps using a structured canvas that explicitly defines positioning, prioritization criteria, and value justification.

How do I frame product hypotheses and value justification for executives?

Frame product hypotheses for executives by presenting a comprehensive recommendation canvas that outlines the rationale, anticipated risks, required experiments, and success metrics in a standardized template.

Can I use this to turn raw ideas into a structured product management canvas?

Yes, you can turn ideas into a structured product management canvas by providing a short prompt, which generates a complete framework covering problem framing, positioning, and required next steps.

Does this strategy canvas work for cross-functional AI discovery projects?

Yes, this strategy canvas works for cross-functional AI discovery projects by enforcing a standardized template that captures problem statements, business outcomes, and metrics to guide strategic decision-making.