| name | ab-test-analysis |
| description | Analyze A/B test results — statistical significance, confidence intervals, segment breakdowns. |
| metadata | {"istara":{"phase":"develop","type":"quantitative","version":"1.0.0"}} |
A/B Test Analysis
Analyze A/B test results — statistical significance, confidence intervals, segment breakdowns.
Phase
Double Diamond: Develop
Type
Quantitative research method
Workflow
- Plan — Generate a research plan with objectives, methods, and timeline
- Execute — Process input data (files, context) through the analysis
- Validate — Self-check findings against sources, score confidence
- Report — Structured output with nuggets, facts, insights, recommendations
Input
- Project files (PDF, DOCX, TXT, CSV, MD)
- Project and company context (auto-loaded)
- User instructions and task context
Output
- Nuggets with source references
- Facts verified against evidence
- Insights with confidence scoring
- Actionable recommendations with priority/effort ratings