"""The L10 always-on heartbeat — the loop that makes the life CONTINUOUS. CORE is meant to be ONE continuous life (listen -> comprehend -> recall -> think -> articulate -> learn -> replay), not "many lives sharing a checkpoint." Three pieces of that spine are already built: * the turn loop (``chat/runtime.py``) handles user turns; * Shape B+ persistence makes a reboot resume the SAME life (field/vault/anchor/graph restored bit-exactly, ``config.persist_session_state``); * ``ChatRuntime.idle_tick`` advances continuous learning *between* turns (proposal-only + sound session-memory consolidation). What was missing is a runtime that holds the engine alive and learning over uptime with no user turn — the T-experience direction. This module is the reusable **heartbeat loop**: ``run_continuous`` ticks ``idle_tick`` on a cadence so the engine lives and learns even when no one is talking to it, READS (never repairs) the closure invariant as evidence each beat, and persists so the life survives interruption and resumes as the SAME life. It is the core a daemon would call — the production daemon shell (a real wall-clock cadence, signal handling, a ``core always-on`` CLI entry) is a thin follow-up on top of this loop, not built here. Safety by composition, no new authority: * ``idle_tick`` is proposal-only (HITL ratification untouched) + sound, proof-gated session-memory consolidation — the heartbeat introduces no unreviewed mutation. * closure (``versor_condition < 1e-6``) holds BY CONSTRUCTION (the sanctioned session anchoring; L10 Decision-0 ruling), so the heartbeat only *reads* ``versor_condition`` as telemetry — never a hot-path repair or watchdog (CLAUDE.md no-hot-path-repair). * the engine's content identity is invariant within a life (config-derived, not lived-state); cross-reboot "same life" enforcement is owned by the ``ChatRuntime`` load guard (``IdentityContinuityError`` when the stamped checkpoint identity differs from the recomputed one) — this loop does not re-implement it. See the L10 continuity soak (``evals/l10_continuity``) for the turn-loop half; this is the idle/heartbeat half. """ from __future__ import annotations import time from dataclasses import dataclass from typing import Callable from algebra.versor import versor_condition from core.engine_identity import engine_identity_for_config from engine_state import get_git_revision # The non-negotiable field invariant (CLAUDE.md). The heartbeat READS this as evidence; # it never repairs to keep it true — closure is owned by ``algebra/versor.py``. CLOSURE_CEILING = 1e-6 @dataclass(frozen=True, slots=True) class HeartbeatRecord: """Per-beat evidence of one continuous-life heartbeat (read-only telemetry).""" tick: int versor_condition: float | None # closure of the live field; None before any turn built one field_valid: bool # versor_condition < CLOSURE_CEILING (vacuously True when no field yet) facts_consolidated: int # Step-D facts learned this beat (continuous learning) proposals_created: int # reviewable proposals emitted this beat (proposal-only) pending_proposals: int did_work: bool @dataclass(frozen=True, slots=True) class AlwaysOnReport: """The ordered evidence of one always-on run — the soak subject. ``identity`` is the engine's content identity for the run (honest telemetry — it is invariant within a life BY CONSTRUCTION, config-derived, so it is recorded once and is NOT a continuity proof; cross-reboot "same life" is enforced by the ``ChatRuntime`` load guard). ``closure_observed`` says whether any beat actually observed a field, so a consumer can distinguish "closure held over N observations" from "no field ever existed" (``closure_held`` is vacuously True with zero observations). ``final_checkpoint_ok`` surfaces whether the exit checkpoint persisted (never silently swallowed).""" records: tuple[HeartbeatRecord, ...] identity: str closure_observed: bool closure_held: bool # every OBSERVED versor_condition < CLOSURE_CEILING final_checkpoint_ok: bool total_facts_consolidated: int total_proposals_created: int @property def heartbeats(self) -> int: return len(self.records) def _live_versor_condition(runtime) -> float | None: """Read the closure of the runtime's live field, or None if no turn built one yet. Pure telemetry — never mutates or repairs the field.""" context = getattr(runtime, "_context", None) state = getattr(context, "state", None) if context is not None else None if state is None: return None return float(versor_condition(state.F)) def run_continuous( runtime, *, heartbeats: int, sleep_seconds: float = 0.0, on_heartbeat: Callable[[HeartbeatRecord], None] | None = None, stop: Callable[[], bool] | None = None, ) -> AlwaysOnReport: """Run the always-on heartbeat for up to ``heartbeats`` beats. Each beat: advance continuous learning (``idle_tick``), then record the closure + learning evidence. ``idle_tick`` self-checkpoints on real work; this loop also checkpoints once at exit, so the life survives interruption — the next ``ChatRuntime`` over the same engine-state dir resumes the SAME life (with Shape B+ persistence on, and the load-time identity guard enforcing it). Bounded for falsifiable soaks; a daemon passes a large ``heartbeats`` + a ``stop`` predicate (and a real ``sleep_seconds`` cadence). ``stop`` is checked BEFORE each beat so a clean shutdown still persists the final state. """ if heartbeats < 0: raise ValueError("heartbeats must be >= 0") git_revision = get_git_revision() identity = engine_identity_for_config(runtime.config, git_revision) records: list[HeartbeatRecord] = [] final_checkpoint_ok = True try: for tick in range(heartbeats): if stop is not None and stop(): break result = runtime.idle_tick() vc = _live_versor_condition(runtime) did_work = ( result.facts_consolidated > 0 or result.proposals_created > 0 or result.candidates_contemplated > 0 ) record = HeartbeatRecord( tick=tick, versor_condition=vc, field_valid=(vc is None or vc < CLOSURE_CEILING), facts_consolidated=result.facts_consolidated, proposals_created=result.proposals_created, pending_proposals=result.pending_proposals, did_work=did_work, ) records.append(record) if on_heartbeat is not None: on_heartbeat(record) if sleep_seconds: time.sleep(sleep_seconds) finally: # Final checkpoint even on a mid-beat interruption — the life persists and resumes # as the SAME life. Best-effort so a checkpoint failure cannot mask the original # error, but the outcome is SURFACED (final_checkpoint_ok), never silently swallowed. try: runtime.checkpoint_engine_state() except Exception: # noqa: BLE001 — persistence is best-effort at the boundary final_checkpoint_ok = False observed = [r.versor_condition for r in records if r.versor_condition is not None] return AlwaysOnReport( records=tuple(records), identity=identity, closure_observed=bool(observed), closure_held=all(vc < CLOSURE_CEILING for vc in observed), final_checkpoint_ok=final_checkpoint_ok, total_facts_consolidated=sum(r.facts_consolidated for r in records), total_proposals_created=sum(r.proposals_created for r in records), )