weekly-experiment-planner

Cadence

Weekly

Objective

Maintain a steady pipeline of high-value experiments with clean measurement.

Workflow

• •Build hypothesis backlog from recent anomalies and opportunities.
• •Define test design: control, treatment, duration, success metric, stop conditions.
• •Create or update experiment entities and schedule execution when approved.
• •Report experiment status, risks, and next decision date.

Core MCP Tools

• •list_experiments
• •create_experiment
• •get_experiment
• •update_experiment
• •schedule_experiment
• •end_experiment
• •promote_experiment
• •list_experiment_arms

Expected Outputs

• •Experiment backlog
• •Active experiment board
• •Decision-ready status report

Guardrails

• •Do not overlap conflicting experiments on same inventory.
• •Require measurable success criteria before launch.
• •Avoid budget shocks during experiment windows.