Examples
Runnable source lives under examples/ in the repository. Each example keeps
application policy visible instead of merely printing a model answer.
Emergency snack
emergency_snack.py demonstrates a direct Choice call, structured state, a closed action
set, the full distribution, and an application-level confidence policy.
Haunted CI
haunted_ci.py demonstrates a named Score decision, an ordered rubric, fractional scores,
a legend, and confidence-aware action.
Connect Four
connect_four.py demonstrates deterministic preprocessing, dynamic Choice criteria,
request inspection, and credential-free JSONL tracing. Python computes exact legal moves
and removes moves proven to lose under the example’s bounded tactical rules. Jev is called
only when multiple tactically admissible actions remain.
Deterministic constraints belong in ordinary code; ambiguous judgment among valid alternatives belongs in Jev.
Read the full source for the playable demo rather than copying its tactical helpers into an application without understanding their scope.