curie

Translate business ideas into testable hypotheses and rigorous experiments.

4|Updated Apr 30, 2026
One-click install
npx skills add https://github.com/satsilem/claude-skills-pantheon --skill curie
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: curie
Source: https://github.com/satsilem/claude-skills-pantheon/tree/main/skills/curie
Command: npx skills add https://github.com/satsilem/claude-skills-pantheon --skill curie

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Turn assumptions into testable hypotheses and rigorous experiments to minimize risk and maximize learning before committing significant resources.

Core Features & Use Cases

  • Design and validate experiments for product decisions, feature changes, and strategic bets.
  • Plan A/B tests, proof-of-concept scopes, and market or pricing validation with clear success criteria.
  • Provide an end-to-end workflow from hypothesis to pre-committed decision, including threat assessment and guardrails.

Quick Start

Design a complete Curie-style experiment plan to test the proposed feature.

Frequently Asked Questions about curie

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

FAQPage Schema
How do I turn business assumptions into testable hypotheses for product validation?▼

To turn assumptions into testable hypotheses, define the change, expected effect, and mechanism. This approach structures business ideas into formal hypotheses with clear falsifiability and cost-value analysis for product validation.

What is the best way to design an A/B test with pre-committed decisions and guardrails?▼

Designing an A/B test requires establishing pre-committed decisions and threat assessments before rollout. This creates an end-to-end experiment workflow that validates feature changes while protecting against threats to validity.

How do I plan a market validation experiment with clear success criteria?▼

Plan market validation by defining a formal hypothesis, establishing falsifiability, and outlining pre-committed decisions. This workflow translates business bets into rigorous experiments with explicit success criteria and cost-value analysis.

Can I use a structured hypothesis workflow for feature flag rollouts and proof-of-concept scopes?▼

Yes, a structured hypothesis workflow supports feature flag rollouts and proof-of-concept scopes. It applies formal requirements like change, effect, and mechanism to ensure resource commitments are backed by rigorous experimental evidence.

When do I need to include a threats to validity assessment in my experiment design?▼

You need a threats to validity assessment when committing significant resources to untested ideas. Evaluating threats to validity is a core component of rigorous experiment design, ensuring your A/B tests and market validations yield reliable evidence.