Experiment Workspace

This skill manages the full experiment lifecycle through FeatBit API-backed database records exposed by the configured FeatBit experimentation MCP server.

It replaces what an online experiment dashboard does — experiment creation, data collection tracking, analysis computation, and result storage — with database records accessible through MCP tools. All data flows through the FeatBit API and its PostgreSQL database shared by the web UI and agents.

The database is the experiment. The MCP server is the agent's dashboard.

When to Activate

• Hypothesis exists, primary metric is defined, instrumentation is confirmed (came from measurement-design)
• User wants to "start the experiment" — create the tracking structure
• User wants to pull data and run analysis
• User wants to check whether enough data has accumulated
• User wants to archive a completed experiment result
• Project stage is measuring