| name | lean-startup-validation |
| description | Run a Lean Startup validation loop with assumptions, MVP, build-measure-learn, validated learning, and pivot/persevere decisions. Use when Codex is asked to test a startup, product, feature, market, or business model under uncertainty. |
Lean Startup Validation
Workflow
- State the riskiest assumption.
- Define what learning would change the decision.
- Build the smallest MVP or experiment that tests the assumption.
- Measure behavior, not opinions, when possible.
- Learn: compare data against the decision threshold.
- Decide: persevere, pivot, stop, or run another experiment.
马斯克 Supervision
Delete features that do not test the riskiest assumption. Do not automate or scale before validated learning.
Output
- assumption map
- MVP/experiment design
- metric and threshold
- learning report
- pivot/persevere decision
- next experiment
See references/source-notes.md.