lians-remember

/lians-remember

Persist a fact to Lians memory so it survives across this and future sessions. Lians applies supersession automatically: if the new fact contradicts an existing one (same ticker+metric, same patient+condition, same matter+claim), the older fact is marked superseded and disappears from future recall - but stays auditable via point-in-time queries.

What to do

1. Parse the fact from: $ARGUMENTS
2. Determine the event_time - when the fact became true (business time), not now. If the user wrote "as of ", use it. Otherwise default to today and say so.
3. Infer structured metadata where obvious, so supersession can key on it:
   • finance → {"ticker": "...", "metric": "..."}
   • healthcare → {"patient_id": "...", "condition": "..."}
   • legal → {"matter_id": "...", "claim_type": "..."}
4. Write it. Prefer the Python SDK if lians is importable; otherwise call the REST API with the env vars LIANS_URL / LIANS_API_KEY.

from lians import LiansClient  # or LocalLiansClient for local SQLite
from datetime import datetime, timezone

mem = LiansClient(base_url=os.environ["LIANS_URL"], api_key=os.environ["LIANS_API_KEY"])
mem.add(
    agent_id=os.environ.get("LIANS_AGENT_ID", "claude-session"),
    content="<the fact>",
    event_time=datetime(YYYY, M, D, tzinfo=timezone.utc),
    metadata={...},
)

1. Confirm what was stored, the event_time used, and any metadata inferred.

Never invent an event_time precision you don't have - if the user only gave a date, store the date, not a fabricated timestamp.