epic-hypothesis

Frame epics as testable if/then hypotheses with validation criteria.

Updated Feb 16, 2026
One-click install
npx skills add https://github.com/MMXC/openclaw-back --skill epic-hypothesis-mmxc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: epic-hypothesis
Source: https://github.com/MMXC/openclaw-back/tree/main/pm-skills/skills/epic-hypothesis
Command: npx skills add https://github.com/MMXC/openclaw-back --skill epic-hypothesis-mmxc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps product managers and teams reduce uncertainty in product development by framing epics as testable hypotheses, ensuring assumptions are explicit and validated before committing to full build-out.

Core Features & Use Cases

  • Hypothesis Framing: Structure epics using an "If/Then" format that includes action, beneficiary, outcome, and validation.
  • Experiment Design: Define "Tiny Acts of Discovery" to test assumptions with lightweight experiments.
  • Validation Measurement: Establish clear, measurable criteria to determine if a hypothesis is valid.
  • Use Case: Before building a new feature, use this Skill to define the hypothesis: "If we add one-click Google Calendar integration for trial users, then we will increase activation rates by 20% within 30 days." Then, design experiments like a clickable prototype to test this before committing engineering resources.

Quick Start

Use the epic-hypothesis skill to draft a new epic hypothesis by filling in the provided template.

Frequently Asked Questions about epic-hypothesis

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

FAQPage Schema
How do I frame product epics as testable hypotheses for Lean UX validation?

Framing product epics as testable hypotheses involves using an if/then structure to articulate the action, beneficiary, expected outcome, and validation method. This makes assumptions explicit and enables lightweight experimentation.

What is the Lean UX hypothesis format for reducing risk in product development?

The Lean UX hypothesis format structures product bets into a falsifiable if/then statement, making the target beneficiary and expected outcome explicit. This reduces product development risk by defining validation criteria upfront.

How do I design lightweight experiments to validate epic assumptions before building?

You design lightweight experiments, or "Tiny Acts of Discovery", to validate epic assumptions by defining specific, measurable success criteria. This allows you to test solutions like clickable prototypes before committing engineering resources.

When should I use outcome-focused hypotheses instead of feature-based epics?

Use outcome-focused hypotheses when you need to manage product development risk by making assumptions explicit. This ensures you validate the expected impact on the target beneficiary through falsifiable tests before a full build-out.

Can I use epic hypothesis framing for B2B SaaS feature validation?

Yes, epic hypothesis framing supports any product context by structuring validation around a target beneficiary and measurable outcome. You define specific success criteria, such as a 20% activation increase, to validate B2B SaaS features.

What limitations exist when using if/then hypotheses for product experimentation?

The if/then hypothesis format requires clearly defined, measurable validation criteria to be effective. Without establishing specific success metrics for the expected outcome, the falsifiable product bet cannot be properly validated.