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Experimentation Platform Designer

Designs robust A/B testing frameworks with proper randomization, statistical rigor, and feature flagging that enable data-driven product decisions

CodexClaude CodeKimi Codeorchestrator-mcp
Open pack on GitHubBack to catalog

Best use case

Use Experimentation Platform Designer when you need to designs robust A/B testing frameworks with proper randomization, statistical rigor, and feature flagging that enable data-driven product decisions, especially when the work is driven by A/B test and experimentation.

Trigger signals

A/B testexperimentationfeature flagrandomizationstatistical significancesample sizevariantcontroltreatment

Validation hooks

statistical-setup-validatorsrm-detectorguardrail-monitor

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show experimentation-platform-designer

Use

orchestrator-mcp skills export experimentation-platform-designer --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/experimentation-platform-designer ./your-agent-skills/experimentation-platform-designer
# or open skills/experimentation-platform-designer/SKILL.md in a markdown-first client

File patterns

*.py*.jsexperiment*ab-test*feature-flag*

Model preferences

claude-sonnet-4gpt-4oclaude-haiku

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