experiment-brief
OfficialClarity before experiment design.
Data & Analytics#feasibility#hypothesis#experimentation#guardrails#experimental-design#ab-test#north-star-metric
Authorai-analyst-lab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Auto-generates a complete, actionable experiment brief before any statistical design work begins. It ensures a clear hypothesis, a single north star metric, concrete guardrails, pre-registered success criteria, and a concise feasibility estimate, so teams can move from intent to powered, defensible experiments with confidence.
Core Features & Use Cases
- Auto-triggers on experiment intent (e.g., "I want to test...", "Let's experiment with...", "Should we A/B test...") and outputs a structured brief with hypothesis, north star metric, guardrails, success criteria, and feasibility.
- Validates baselines against live data when provided, enforces no placeholders, and formats inputs for the Experiment Designer agent.
- Provides a reusable plan that can be handed off to downstream statistical design and analysis steps.
Quick Start
State your experiment intent in plain language to generate a complete brief.
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-brief Download link: https://github.com/ai-analyst-lab/ai-analyst-plus/archive/main.zip#experiment-brief Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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