epic-hypothesis

Frame epics as If/Then hypotheses with measurable validation criteria and experiments.

1|1|Updated Mar 29, 2026
One-click install
npx skills add https://github.com/yuyuxinli/moodcoco --skill epic-hypothesis-yuyuxinli
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: epic-hypothesis
Source: https://github.com/yuyuxinli/moodcoco/tree/main/.claude/skills/epic-hypothesis
Command: npx skills add https://github.com/yuyuxinli/moodcoco --skill epic-hypothesis-yuyuxinli

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Epics are often treated as commitments rather than assumptions, causing teams to build large features without validating user value; this Skill helps teams make assumptions explicit, reduce wasted engineering effort, and manage risk by framing epics as falsifiable hypotheses.

Core Features & Use Cases

  • If/Then Hypothesis Template: A concise structure that captures the action, target persona, and expected outcome to keep focus on outcomes over outputs.
  • Experiment-first Guidance: Lists lightweight "tiny acts of discovery" (prototypes, concierge tests, landing pages, manual workflows) to validate assumptions before building.
  • Validation Measures & Conversion: Defines measurable success criteria and timeframes, and provides steps to convert a validated hypothesis into user stories and roadmap items.
  • Use Cases: Early-stage discovery, prioritizing backlog based on validated impact, stakeholder alignment by setting clear, testable expectations.

Quick Start

Draft an If/Then epic hypothesis for adding one-click calendar onboarding for trial users, list two quick experiments to test demand, and name measurable success criteria for a four-week evaluation.

Frequently Asked Questions about epic-hypothesis

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

FAQPage Schema
What is an epic hypothesis in product discovery?▼

An epic hypothesis frames a large product initiative as a falsifiable If/Then statement, making assumptions explicit to enable lightweight validation before committing engineering effort.

How do I write a testable hypothesis for a roadmap epic?▼

Draft an If/Then hypothesis capturing the action, target persona, and expected outcome, then define measurable success criteria and realistic timeframes for a four-week evaluation.

How can I validate user demand before building a new feature?▼

Run lightweight 'tiny acts of discovery' like prototypes, concierge tests, landing pages, or manual workflows to test assumptions and validate user value without heavy engineering.

When should I convert a validated experiment into user stories?▼

Once your low-cost experiments meet the predefined measurable success criteria within the set timeframe, convert the validated hypothesis into user stories and roadmap items.

How does hypothesis-driven development reduce wasted product effort?▼

Hypothesis-driven development treats epics as assumptions rather than commitments, managing risk by using experiment-first guidance to evaluate major initiatives before building.

Can I use this for stakeholder alignment on backlog prioritization?▼

Yes, framing epics as testable hypotheses sets clear, measurable expectations for validation, helping stakeholders align on prioritizing the backlog based on validated impact.