Experiment Report Writer

When to use this skill

• A run or iteration finished and you need a decision-grade report.
• You need consistent summaries for comparing multiple experiments.
• You need clear next actions from outcomes and failure analysis.

Inputs required

• Experiment metadata (experiment_id, architecture, dataset/mix reference).
• Stage-level metrics and artifacts.
• Promotion decisions and rationale.
• Reflection notes and spawned ideas.

Workflow

1. Build concise run timeline (stage progression + gate outcomes).
2. Summarize key metrics and deltas vs baseline if available.
3. Identify hard-floor violations and bottlenecks.
4. Extract transferable patterns and candidate spawned ideas.
5. Produce explicit recommendation:
   • promote
   • hold and fix
   • reject and archive
6. Produce minimal, actionable next-step checklist.