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Author SHA1 Message Date
Shay
1c5bd19a11 feat(learning): continuous learning in idle — idle_tick advances the reviewed-learning flywheel
The second lived-spine half: the engine learns WHILE IT LIVES, not only when
prompted. ChatRuntime.idle_tick() advances the contemplation/proposal flywheel
between turns (no user input):

- contemplates the pending discovery backlog (enrichment), then runs the
  replay-gated propose_from_candidate into a persistent, file-backed ProposalLog
  (engine_state/proposals.jsonl) held on the runtime.
- PROPOSAL-ONLY: it never ratifies. Raw cold-start candidates are 'undetermined'
  and the eligibility gate refuses them outright (the engine won't propose what
  it hasn't determined). A determined candidate only reaches 'pending' — moving
  to 'accepted'/corpus-append stays HITL via teaching/review. No idle tick emits
  an accepted / accepted_corpus_append event.
- The proposal log and the candidate backlog both live in the engine-state dir,
  so idle learning persists across reboot and accumulates (CL-2) — building on
  Shape B+ resume + L11 identity continuity.

idle_tick returns IdleTickResult(candidates_contemplated, proposals_created,
pending_proposals). None proposal log under no_load_state (ephemeral runtimes
keep no learning lineage).

5 dedicated tests: no-op on empty backlog, contemplates the backlog, refuses
undetermined (safety), proposes-a-determined-candidate-but-never-ratifies,
idle-learning-persists-across-reboot.
2026-06-05 14:05:52 -07:00