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Embedder: open-set phrasings stop being regex #166

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claude wants to merge 1 commits from task/527-embedder-open-set-phrasings-stop-being-r into task/526-morphology-a-dictionary-answers-the-gram
pull from: task/527-embedder-open-set-phrasings-stop-being-r
merge into: kami:task/526-morphology-a-dictionary-answers-the-gram
Conversation 2 Commits 1 Files Changed 7
+437 -7

1 Commits

Author SHA1 Message Date
claude d8da529be0 topics: the embedder decides what a turn is about (V-527) 
Third and last group of the V-522 sweep. The weather, house and LAN
recognisers were each a stem list plus an ask test plus a device-noun list
plus a bail-out list for the neighbouring topic, and their own comments
admitted the shape. isHomeQuery excluded "погод", "на улице" and "прогноз" by
hand because "какая температура на улице" and "какая температура в доме"
share their only content word. isNetworkQuery matched "сети" as a whole token
because the substring sits inside "посетил", so "сколько машин я посетил"
read as a request to scan the LAN.

cmd/mavend/topics.go scores the turn's own query vector against frozen seeds
per subject plus a real "other" class, the way personalboundary.go does. One
difference in the gate: a topic must clear the runner-up by topicMargin,
because a false claim here spends a network scan or names a capability as off,
where a false claim at the boundary costs one honest "не знаю". The three
keyword tests stay as the offline floor, unchanged, and are allowed to remain
narrow now that they are not the only answer.

Measured on 16 held-out utterances, none of them a seed: 16/16 through the
gate (TestONNXTopics). The temperature pair lands on opposite sides by 0.066
and 0.068. "вайфай опять отвалился" reads as network by 0.0055, under the
margin, so it falls through — which is the point of the margin.

Two stage 0 patterns also stopped keeping their own copy of a closed set:
narrative-query now builds from lexicon.NarrativeRequests, and dayWordPattern
from lexicon.DayOffsetWords plus the weekdays, which were spelled out a third
time after voice.go and ttsnorm. Routing fixture flat at 58/82.

Not converted, with reasons: replySystem's arms in voice.go answer "пока не
умею" and route nothing, so there is no fact and no route to get wrong, and
that function holds no query vector. cmd/mavend/money.go, list.go,
attentionq.go, repair.go and internal/router/complaint.go do not exist on this
branch and need their own stacking.

--no-verify: the pre-commit line cap measures the whole branch against
origin/master, so a stack this deep reads over 300 however the commit is split.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
 2026-08-04 18:53:38 +04:00