Answer a typed question set about state in one forward pass.

Returns calibrated answers plus a contract directive. Branch on contract.grade: act only when it is auto_execute. Compose a preset with inline questions to answer both in the same pass.

The cheapest useful call: one statement, a calibrated yes/no and a directive.

Phrase statement positively (true = the action you want to take is safe/appropriate). Prefer decide when you have several questions, since extra questions cost almost nothing once the model is loaded.

Pick one of many labels without degrading the prompt budget.

Laya scores every option inside a fixed token budget, so a 200-label choice loses resolution. This embeds the state and each label, keeps the top k, then runs the normal decision pass on those. Use it above ~40 labels, or whenever labels are long. k above the label count is a no-op and reports shortlisted: false.

Detect language/script and workflow, and name the checkpoint that fits.

Microseconds of work, no model download or forward pass. Useful before deciding whether a request needs the multilingual checkpoint at all.

Question sets you can pass as preset instead of writing your own.

Echo a question set back: ids, kinds, options and levels.

Call this when you need the exact option labels before deciding (for example to map the answer back onto code branches).

One call, one boolean answer: does a human need to see this?

Asks three questions at once (risk, reversibility, whether a human is required), then reduces them to the strictest verdict. Use it as a gate in front of an irreversible step.

Readiness, loaded checkpoints, cache size and latency percentiles.

Force checkpoints into memory so later decisions are fast.

Rarely needed: the HTTP server warms up at start. Call it only if you connect over stdio or the server was started with warmup disabled. Loading downloads hundreds of MB the first time, so expect a slow call.