continuous-discovery-habits

Convert product discovery into weekly opportunity mapping and assumption testing.

Updated Feb 22, 2026
One-click install
npx skills add https://github.com/tomaszstaniak/pm-ai-skills --skill continuous-discovery-habits
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: continuous-discovery-habits
Source: https://github.com/tomaszstaniak/pm-ai-skills/tree/main/continuous-discovery-habits
Command: npx skills add https://github.com/tomaszstaniak/pm-ai-skills --skill continuous-discovery-habits

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps product teams stop skipping discovery, avoid building the wrong thing, and replace opinion debates with a repeatable weekly habit of customer interviews, opportunity mapping, and rapid assumption testing.

Core Features & Use Cases

  • Opportunity Solution Tree (OST): Connects a desired outcome to opportunities (needs/pains/desires) and then to solutions, ensuring teams don’t jump straight to features.
  • Weekly discovery cadence: Makes customer touchpoints a standing workflow (not a phase) so learning compounds over time.
  • Assumption mapping & testing: Identifies riskiest assumptions across desirability, viability, feasibility, and usability, then tests them with appropriately scaled experiments.
  • Premortems & prioritization: Uses premortems to surface likely failure causes and structured head-to-head prioritization to focus on the highest-leverage opportunities.
  • Artifacts for team alignment: Produces shareable outputs like interview snapshots, experience maps, and an evolving opportunity tree.

Use this when you are doing product discovery, restructuring an opportunity/OST, designing assumption tests before committing to work, or diagnosing why shipping isn’t moving outcomes.

Quick Start

Use the continuous-discovery-habits skill to build an Opportunity Solution Tree for your current product opportunity by starting with your desired outcome and mapping customer-derived opportunities from interview snapshots.

Frequently Asked Questions about continuous-discovery-habits

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

FAQPage Schema
How do I build an Opportunity Solution Tree for product discovery?

To build an Opportunity Solution Tree, start with your desired outcome, map customer-derived opportunities from interview snapshots, and connect solutions to those opportunities. This ensures your product discovery process avoids jumping straight to features without understanding underlying customer needs.

What is the best way to structure a weekly product discovery cadence?

A weekly product discovery cadence requires consistent customer interview inputs and shared synthesis artifacts. This structured approach makes customer touchpoints a standing workflow rather than a phase, ensuring continuous learning compounds over time and replaces opinion-based debates with evidence.

How do I prioritize opportunities and run premortems before building solutions?

Prioritize opportunities using structured head-to-head comparisons to focus on highest-leverage options, then run premortems to surface likely failure causes for solution branches. This disciplined approach ensures teams address potential risks across desirability, viability, feasibility, and usability before committing to work.

How do I test riskiest assumptions across desirability, viability, feasibility, and usability?

Test riskiest assumptions by identifying them across desirability, viability, feasibility, and usability categories, then running appropriately scaled experiments. This assumption testing process prevents teams from building the wrong thing by validating critical hypotheses before full development.

When do I need assumption testing and opportunity mapping in my product strategy?

You need assumption testing and opportunity mapping when restructuring an Opportunity Solution Tree, designing experiments before committing to work, or diagnosing why shipping features isn't moving desired outcomes. This approach replaces opinion debates with evidence-driven product decisions.

Can I extract opportunities from customer interviews and experience maps?

Yes, you can extract opportunities from story-based customer interviews and experience maps by synthesizing them into shared artifacts. These snapshots feed directly into your evolving Opportunity Solution Tree, ensuring your product strategy remains grounded in actual customer needs and pain points.