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.