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bvandeusenandClaude Opus 5 253fb974f3 feat(retrieval): every semantic search hands on the passage that matched
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#4243 fixed one door. Scribe has three semantic searches over three chunk
tables, and all three collapsed chunk rows to the best one per record — each
of them KNEW which passage earned the hit, and each dropped it. Every surface
downstream then previewed the head of the document instead: a span the search
had already scored lower, with nothing saying so.

Mechanism, one place:
  - embeddings.record_best_chunk publishes {id: {index, text}} into `report`.
    Carried in `report`, NOT the return value: all three return
    list[tuple[float, Record]] and ~30 sites unpack that pair (lesson #4207).
  - semantic_search_rules and semantic_search_milestones now select
    chunk_index/chunk_text and publish the winner, as notes already did.
    semantic_search_milestones gains `report`, which it had no way to take.
  - services/text.matched_excerpt is the one choice of span, and
    excerpt_fields the one result block. Doors keep their own field names —
    the web renders `snippet`, MCP returns `excerpt` — because renaming a
    field a frontend reads is a different change from fixing what goes in it.

Surfaces:
  - knowledge.query_knowledge, whose own comment calls it "the human's MAIN
    search surface", was `(note.body or "")[:200]` on every row alike. Now the
    matched passage on a search, the opening on a browse, and `snippet_is`
    saying which. KnowledgeView renders that snippet, so this was live.
  - search(content_type='milestone') gains `matched` — the plan body stays
    out, but the passage that matched comes along, because recognising a plan
    means recognising the part you asked about and a description written at
    the start need not mention it.
  - The auto-inject menu and the write-path prior-art menu put the passage
    under their line. Both were title-only, which answers "does this apply?"
    for a lesson or snippet (the trigger is IN the title) and not at all for
    an issue or dev-log. No fallback to the body's opening: on a menu that is
    preamble dressed as a reason, and once indented it cannot be told apart.

Left alone deliberately: the rule arms. A rule hint already renders the rule's
TRIGGER, which is written to answer exactly "does this apply to me" and beats
a matched chunk at it; and that line's budget was measured at #3851. Adding a
passage there would duplicate the trigger and spend the budget twice.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-21 09:44:10 -04:00
bvandeusenandClaude Opus 5 fdc07f2a2b fix(search): show the passage that matched, not the opening of the body (#4243)
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Raised by the operator: are we limiting what comes back by character count,
and how do we verify the pertinent part is the part displayed?

We were not. mcp/tools/search.py sent (note.body or "")[:240] — a head cut,
with no marker that anything had been removed, so a 240-character preview of
a 4000-character record was indistinguishable from a complete short one.

The opening is the wrong span. The match is semantic and per chunk, and
semantic_search_notes collapses to best-chunk-per-note — its own comment at
the collapse says "the first appearance of a note is its best chunk". So the
system identified the passage that earned the hit and then discarded it:
select(Note, distance) kept no chunk column. A record could rank first on its
sixth paragraph, be previewed by its first, and be judged irrelevant on a
span the search had already scored lower. That biases against long records,
and it is self-concealing — the caller who does not open it never learns the
preview was misleading.

  - embeddings: chunk_index/chunk_text ride along in the select, and the
    collapse records the winner in report["best_chunk"]. Carried in `report`,
    NOT by widening the return tuple: ten callers unpack (score, note) at
    ~18 sites and nothing would catch the misses (lesson #4207). `report` is
    the side-channel this function already uses for best_available_score.
  - search(): excerpt / excerpt_is / body_length, and read_full when there is
    more. A caller that cannot tell a matched passage from a document opening
    cannot judge whether to look deeper, which is the only decision the field
    supports.

elide() moves to services/text.py so both callers share one copy, and it
keeps BOTH ends with a stated gap — it is the fallback for when nothing
identifies a better span than "all of it", not the goal.

Also fixes a guard that produced a false failure on the previous commit:
test_pull_telemetry checked `"project_id: int = 0" in body.split("\n")[0]`,
which sees only the first line, so wrapping get_task's signature over four
lines made it report a function that does take the project as one that does
not. Parsed with ast now, and proven to still reject an absent or
wrongly-typed parameter rather than being appeased by reflowing the code.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-21 08:50:16 -04:00