Outline sketch
Prompt
# Document batch classify
State: relevant software state for this pattern.
Ask: Choice / Score / Noul questions that close the decision space.
Then: compose the route or action in code; escalate when confidence is low.
Needs access to: typesafe-sdk
Who it's for
Ops / compliance
Steps / how it's set up
Steps
- Batch docs.
- Choice labels +
other. - store probs.
Sources
Metrics and demo claims are author-reported or cookbook-reported unless you measure them yourself. Calibrate on your data.
Expected effect
Scale labeling; keep distributions
Unofficial outline for learning. Paraphrased from public docs and tutorials — not a production recipe. Review sources before you automate anything.