How-to Guides¶
Task-oriented guides for common ml-lab workflows. Each guide assumes you have completed the installation tutorial.
| Guide | Task |
|---|---|
| Run an Investigation | Start and complete a full /ml-lab investigation |
| Promote to a Metaflow Flow | Promote a multi-cell investigation onto a config-driven Metaflow+Hydra flow with the lint → review → determinism gate |
| Debate vs Ensemble Mode | Choose between adversarial debate and independent ensemble review |
| Monitor for Spec Drift | Use /intent-watch to enforce pre-registration compliance |
| Log Decisions & Discoveries | Record decisions, issues, and discoveries with /log-entry |
| Checkpoint & Resume | Save and restore session state across context boundaries |
| Query the Journal | Find entries, list unresolved issues, filter by type and date |
| Generate a Deep Dive | Produce a comprehensive technical reference after an investigation |
| Add an Agent or Skill | Extend ml-lab with new agents or skills |