feat(journal): journal_closeout._filter_messages excludes daily_prep

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-05-12 14:33:03 -04:00
parent c5b0344240
commit e17fc088b2
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"""Journal closeout — nightly extraction of profile observations.
Runs once per user per day at day_rollover_hour. Reads yesterday's /journal
conversation, filters out assistant-authored auto-content (daily prep),
asks the background LLM to extract user-side patterns/habits, and appends
the bullets to user_profiles.observations_raw via append_observations.
"""
from __future__ import annotations
# Message kinds whose content must NEVER be sent to the closeout LLM.
# These are assistant-authored auto-blocks that would otherwise dominate
# attention and leak back into "what the assistant has learned."
EXCLUDED_KINDS: set[str] = {"daily_prep"}
def _filter_messages(messages):
"""Drop messages whose msg_metadata.kind is in EXCLUDED_KINDS.
Accepts any iterable of message-like objects with `role`, `content`,
and `msg_metadata` attributes (real Message rows or SimpleNamespace).
"""
kept = []
for m in messages:
meta = getattr(m, "msg_metadata", None) or {}
if meta.get("kind") in EXCLUDED_KINDS:
continue
kept.append(m)
return kept