Search knowledge, tasks, observations, entities, memory_layers, session, timeline, hf.

Session lifecycle: init | observe | context | summarize | compress | tasks.

Task lifecycle: create | query | update | log | summary | export | compress.

For act="update": prefer the short parameter "sts" (introduced for token reduction on frequent status changes/handoffs). "status" is accepted as fallback for compatibility.

System admin: health | domain | orphan | vacuum | stats | index | checkpoint.

Distil unconsolidated observations into structured memory layers.

When auto=True (default), runs a lightweight auto-consolidation check that only triggers actual compression when clearly needed (>20 unconsolidated obs, obs older than 7 days, or >50 total obs in session). When auto=False, runs the full explicit consolidation as before.

Handoff: act=new (create) | act=get (read). Compact params: act, st, prio, tk, q.

Register file path. Returns hash.

Resolve hash. l=1: meta. l=2: +500ch. l=3: full.