"""phase-memory bridge for ops-warden cross-runtime experiential memory.""" from __future__ import annotations import os from typing import Any, Mapping, Optional _PHASE_MEMORY_ERROR = ( "phase-memory is required for warden memory commands. " "Install with: pip install phase-memory (or set PYTHONPATH to phase-memory/src)." ) def _phase_memory(): try: import phase_memory.ops_warden as pm return pm except ImportError as exc: # pragma: no cover - exercised via tests with PYTHONPATH raise RuntimeError(_PHASE_MEMORY_ERROR) from exc def memory_available() -> bool: try: _phase_memory() return True except RuntimeError: return False def enabled(environ: Mapping[str, str] | None = None) -> bool: environ = environ or os.environ return str(environ.get("WARDEN_MEMORY", "1")).strip().lower() not in {"0", "false", "no", "off"} def store_path(environ: Mapping[str, str] | None = None): return _phase_memory().default_memory_store_path(environ) def session_kind(environ: Mapping[str, str] | None = None) -> str: return _phase_memory().resolve_session_kind(environ) def status(environ: Mapping[str, str] | None = None) -> dict[str, Any]: pm = _phase_memory() return pm.OpsWardenMemoryStore.open(environ=environ).status() def activate( *, need: str = "", agent: Optional[str] = None, session_id: str = "", environ: Mapping[str, str] | None = None, ) -> dict[str, Any]: pm = _phase_memory() env = dict(environ or os.environ) if agent: env["WARDEN_AGENT_ID"] = agent kind = pm.resolve_session_kind(env) return pm.activate_ops_warden_memory( pm.OpsWardenMemoryStore.open(environ=env), session_kind=kind, need=need, session_id=session_id, ) def record_command_episode( *, command: str, outcome: str, need: str = "", route_id: str = "", diagnostic_codes: Optional[list[str]] = None, metadata: Optional[dict[str, Any]] = None, environ: Mapping[str, str] | None = None, ) -> dict[str, Any]: if not enabled(environ): return {"valid": True, "skipped": True, "reason": "WARDEN_MEMORY=0"} pm = _phase_memory() env = dict(environ or os.environ) event = pm.build_session_event( command=command, session_kind=pm.resolve_session_kind(env), outcome=outcome, need=need, route_id=route_id, agent_id=str(env.get("WARDEN_AGENT_ID") or ""), session_id=str(env.get("WARDEN_SESSION_ID") or ""), diagnostic_codes=diagnostic_codes, metadata=metadata, ) return pm.record_session_event(pm.OpsWardenMemoryStore.open(environ=env), event) def worker_activation_context(need: str = "", environ: Mapping[str, str] | None = None) -> dict[str, Any]: env = dict(environ or os.environ) env["WARDEN_SESSION_KIND"] = "warden.worker" return activate(need=need, environ=env) def stabilized_route_for_need(need: str, environ: Mapping[str, str] | None = None) -> Optional[dict[str, Any]]: pm = _phase_memory() store = pm.OpsWardenMemoryStore.open(environ=environ) return pm.stabilized_route_match(store.list_events(), need=need) def format_activation_summary(activation: dict[str, Any]) -> str: lines = [ f"store: {activation.get('episode_count', 0)} episodes", f"session_kind: {activation.get('session_kind', '')}", f"selected: {len(activation.get('selected_episodes', ()) )}", ] stabilized = activation.get("stabilized_route") if stabilized: lines.append( f"stabilized: {stabilized.get('route_id')} ({stabilized.get('confirmations')} confirmations)" ) if activation.get("llm_calls_avoided"): lines.append("llm_calls_avoided: true") return "\n".join(lines)