Command: launch-experiment

command

Converts an approved hypothesis into a fully-instrumented test with guardrails and rollout plan.

# 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.

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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

Readiness Check – confirm design sign-off, instrumentation coverage, and guardrails.
Variant Assembly – pull specs, assets, and targeting rules for each arm.
Rollout Plan – configure flag/experimentation platform with ramp schedule + alerts.
QA & Approvals – run smoke tests, capture screenshots, and gather stakeholder approval.
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.