retrieval_pipeline gains the notes half: NoteArm / NoteSlot / NoteMoment /
NoteIO / NoteResult and run_note_arm, which writes once the stages both
notes arms copied: search, withhold this response's own menu (#3739),
fresh/repeat split, the call row before any return (#3497, #3752), the
band, the reserved slots in their order (reuse evicts, lesson extends),
and the surfacing rows. The note renderer (_record_kind, _menu_name,
_menu_passage, the seen pointer, menu_entry) moves with it, and
run_via_lesson_arm takes rule_via_lesson.
Behaviour-preserving, with flags for today's differences: notes still log
BEFORE the band and rules after it (step 7's question). One deliberate
change: a notes arm now fails open like the rule arms, so a failing
search costs its lines and no longer the whole hook response.
The I/O is resolved from plugin_context at call time (_note_io), so the
existing patches keep working. The review re-run reads the AUTO_INJECT
spec instead of restating it, and its guard now compares the two live
searches. The registry declares the pipeline's notes fan-out sites.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The first live sample ranked records the call could never have been offered:
the session that made a call writes the decision, often quoting the message,
and that record tops the re-run. Judged, it inflates on_point exactly where
the budget is decided.
- _rerun over-fetches by POSTDATED_SLACK, drops records created after the
call before ranking, and names them in `postdated`.
- each line carries `changed_since_call` (updated_at or a work log after
the call) and `logged` (shown fresh then).
- judge_menu shares the re-run, so a post-dated record cannot be judged.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
An open rate cannot say whether a menu line related: every line carries its
matched passage (#4364), so "not opened" covers unrelated, enough as shown,
and already in context. #4772 "Injected notes are never judged".
- retrieval_judgments (0115): a reviewer verdict per line of a logged call,
on_point / adjacent / unrelated, with its reason, rank, budget side and
whether the agent opened it within the hour.
- menus_to_review re-runs a random sample of unjudged auto_inject calls with
the arm's own parameters, past its budget, passage on every line.
judge_menu records verdicts, re-deriving rank from a fresh re-run.
- retrieval_telemetry gains a judged block (by rank, within/beyond budget,
on_point_unopened). surfaced_never_pulled stops blaming titles.
- missed-retrieval guidance names the review before a budget move.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
bvandeusenandClaude Opus 5.5