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experiment
A/B test design, hypothesis documentation, sample size calculation, feature flag implementation, and statistical significance analysis. CUPED variance reduction, SRM detection, switchback experiments. Use when hypothesis validation is needed.
50compete
Competitive research, differentiation analysis, and strategic positioning. Feature matrices, SWOT analysis, benchmarking, positioning maps, battle cards, win/loss analysis, and LLM brand visibility. Research only — does not write code.
50probe
OWASP ZAP/Burp Suite/Nuclei integration, penetration test planning, DAST execution, and vulnerability scanning. Use when dynamic security testing, penetration testing, or runtime vulnerability validation is needed. Complements Sentinel static analysis.
50retain
Retention strategy, re-engagement, and churn prevention. Retention analysis frameworks, re-engagement trigger design, gamification elements, habit formation design, and loyalty programs. Use when engagement tactics are needed.
49gateway
API design and review, OpenAPI spec generation, versioning strategy, breaking change detection, REST/GraphQL best practices. Ensures API quality and consistency. Use when API design or OpenAPI specs are needed.
49showcase
Storybook story creation, catalog management, and Visual Regression integration. UI component docs, visual testing, and CSF 3.0/Factories story creation. Supports Storybook 10 (ESM-only) and React Cosmos.
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