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commands/launch-experiment.md

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+---
+name: launch-experiment
+description: Converts an approved hypothesis into a fully-instrumented test with guardrails and rollout plan.
+usage: /growth-experiments:launch-experiment --id EXP-142 --surface onboarding --variant-count 3 --ramp 5,25,50,100
+---
+
+# Command: launch-experiment
+
+## Inputs
+- **id** – experiment or hypothesis identifier.
+- **surface** – product area/channel (onboarding, pricing page, lifecycle email, in-app).
+- **variant-count** – number of variants/arms including control.
+- **ramp** – comma-separated rollout schedule (%) or JSON file reference.
+- **holdout** – optional holdout/ghost-experiment definition for measurement.
+- **notes** – free-text for special approvals or exception handling.
+
+## Workflow
+1. **Readiness Check** – confirm design sign-off, instrumentation coverage, and guardrails.
+2. **Variant Assembly** – pull specs, assets, and targeting rules for each arm.
+3. **Rollout Plan** – configure flag/experimentation platform with ramp schedule + alerts.
+4. **QA & Approvals** – run smoke tests, capture screenshots, and gather stakeholder approval.
+5. **Launch & Monitoring** – activate test, enable telemetry dashboards, and notify channels.
+
+## Outputs
+- Launch packet with specs, QA evidence, approvals, and rollout timeline.
+- Experiment platform configuration export + guardrail monitors.
+- Stakeholder announcement + escalation matrix.
+
+## Agent/Skill Invocations
+- `test-engineer` – builds variants, instrumentation, and QA evidence.
+- `experimentation-strategist` – confirms governance + approvals.
+- `guardrail-scorecard` skill – validates guardrail coverage + thresholds.
+- `experiment-design-kit` skill – ensures templates + best practices are applied.
+
+---