turnframe-tasks

Small, typed model tasks for Turnframe.

A task is one narrow question put to a model: a short instruction, the context the question needs and nothing else, and an answer held to a strict schema built for this call. The engine runs it under the task kind's own profile (model tier, temperature, output cap, reasoning effort, votes, repairs, escalation), inside the turn's budget, and records every call it makes.

Structural checks belong to the task; a failed check is sent back to the same model once with the exact error. Votes are compared with the task's own notion of agreement, and a vote without a majority escalates, asks, or fails, as the profile says. A call that would exceed the budget is not sent.

See docs/adr/ADR-016-understanding-is-a-bounded-set-of-small-verified-model-tasks.md.