ML Iteration

Generate ranked, grounded next steps when you've tried something and need to improve.

Grounding

Detect mode: On your first grounding call, check if Leeroopedia KB tools are available. If they return results, use KB mode. If unavailable or auth fails, use Web mode.

KB mode: Call propose_hypothesis → search_knowledge → query_hyperparameter_priors. Cite as [PageID].

Web mode: WebFetch GitHub issues for similar problems → WebFetch framework tuning guides → WebFetch published configs/ablations. Cite as [source](URL). Start response with: > Grounding: Web mode — citations from official docs.