experiment-decision
OfficialDecide when to A/B test vs ship.
Product & Management#risk-management#experiment#decision-framework#ab-testing#stakeholder-alignment#product-planning#feature-ship
Authorcoalesce-labs
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This framework helps product teams decide when to run A/B tests vs ship features, reducing guesswork and risk.
Core Features & Use Cases
- Provides a structured decision tree to assess reversibility, hypothesis strength, detectable impact, and risk.
- Guides when to A/B test vs when to ship and monitor, with escalation guidelines for high-stakes decisions.
- Useful during feature planning, product experiments, and roadmap prioritization to increase data-driven bets.
Quick Start
Apply the decision framework at the start of feature planning and document the chosen path in the project notes.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: experiment-decision Download link: https://github.com/coalesce-labs/catalyst/archive/main.zip#experiment-decision Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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