Behavioural memory, narrowed on purpose. internal/memory/behavior.go builds a
profile out of self-facts — distinct days per weekday, median time of day — and
reads it back in RU; router.ParseHabitQuery finds the weekday deterministically;
a `habits` query source answers the question.
Three things the plan doc asks for are deliberately absent, and the doc now
records why:
- The profile is COUNTED, not LLM-generated. A 1.7B asked to summarise a year of
habits writes fluent claims about the owner's life that no row supports, and a
wrong claim about him is the most expensive kind of wrong maven can be.
- No cached profile fact, so no "update on fact write" machinery. It is
recomputed on the question; a cache that can disagree with its own rows is two
truths.
- No proactive daily plan nudge. A dispatcher proposal at 08:00 every day is the
definition of a nag. The path from "she noticed a pattern" to "she acts on it"
already exists in internal/pattern with the proposal queue on /routines, and it
goes through him.
A one-off is not a habit: an activity needs two distinct days before she will
call it usual, and until then she says she does not know yet. Only self-facts
count — env rows are the world, config rows are her own tuning state. The typical
time is a median so one 03:00 outlier cannot move a morning habit into the night.
An unrecognised fact key is read back verbatim rather than glossed into something
she made up.
The source sits before "calendar" in querySources, and its matcher requires a
habit marker, so "что я делаю в среду?" still reaches the calendar — answering a
question about this coming Wednesday with a statistical average would be
answering a different question.
Verified: make build and make test both exit 0.
The plan answers "какие планы на сегодня?" by putting one day in order:
calendar events (with #126's ambient provenance carried through and hedged),
pending reminders, and one line per morning routine that still has items
outstanding. "что дальше?" trims what has already passed.
It lives in internal/morning, not in a parallel system, because it is the same
question the checklist asks at a different scale — the routine knows what is
missing from a window, the plan knows what the whole day holds, and both read
the same facts and the same idea of "today". BuildPlan is pure; tickLoop.dayPlan
is the impure half that reads the store.
It is not a nag. Nothing here fires, schedules or announces: the plan is built
only when asked, over IPC (day_plan) or on the existing /morning page.
Unprompted delivery stays with the morning nudge and the dispatcher's policy.
The query source sits before "calendar" in querySources because both match
"…на сегодня" and the plan's matcher is the more specific one; IsDayPlanQuery
matches whole words so "планёрка" (a meeting) is not read as a request for the
plan, and refuses any utterance naming another day, since the plan is built for
the clock's own day only.
Verified: make build and make test both exit 0; new tests cover plan ordering,
the checklist-only-what-is-left rule, other-day rejection, the RU rendering
against the persona checks, rest-of-day trimming, the source ordering, and the
matcher's refusals.
Maven does not get a work credential. A corp mail or calendar session living on
the homelab ties the box's blast radius to the employer's data, which is the
thing this task exists to refuse. What she reads instead is the signal: an
Android notification-listener on the phone relays meeting notifications over
wg/LAN to POST /api/ambient, and the ones that clearly describe a meeting become
calendar events at source=ambient:notif, confidence 0.6.
The provenance is the point. A notification is evidence about a meeting, not a
reading of a calendar, so it is never indistinguishable from one: it is stored
below full confidence, store.CalendarEvents keeps the source and confidence on
every row it returns, and the query path hedges — "похоже, Планёрка @ 14:00" for
a relayed event, plain text for a CalDAV read.
The parse is deliberately conservative (internal/calendar/ambient.go). It needs
a real clock reading and a summary that is not just that clock reading;
otherwise it stores nothing at all. A bare hour is not a time, an unread count
is not a time, and "срок 2026.08.15" does not offer 08:15 as a meeting — loose
digits in a notification are far more often a badge or a date, and a mailbox of
noise rendered as invented meetings is worse than a gap.
The ingest is off unless configured: no -ambient-token, no route registered. The
token is a shared secret compared in constant time, because the poster is a
background Android service and WebAuthn has no answer for one. The endpoint is
write-only, accepts one shape of write, and cannot read anything back out.
Reposts of the same notification dedupe against the latest fact for that
key+source, the same append-only discipline cmd/mavcaldav follows.
Not shipped: the Android relay app itself, which is a separate artifact and a
device, not Go in this repo.
Radicale becomes a write-only render target, not a store. sqlite stays
canonical: every poll mavcaldav reads the pending reminders out of core and
publishes each one as a single-event iCal resource, withdrawing the ones that
have fired or been cancelled. Losing the collection costs nothing — the next
tick rebuilds it, and nothing is ever read back from it.
It structurally cannot write to a calendar maven only reads. The render URL and
credential are their own flags, and -render-url is refused at startup when it
names the collection -url reads; the only paths it addresses carry the
maven-reminder- prefix, so even aimed at the wrong collection it can only touch
resources it created. Rendering is off unless -render-url is given.
The calendar data model now lives in one place, internal/calendar: the Event,
the iCal parse it comes from and the render it goes to, the fact key/value
encoding, and the source constants that say which calendars may be written to.
It was a parse inlined in cmd/mavcaldav and a Sprintf in two files; #126 and
#128 both need to agree with it.
Fixes a latent day-boundary bug moved out of that inline parse: it took the day
number off a local clock reading but built the window boundaries in UTC, so on
a box east of Greenwich part of the evening fell outside "today" and the poller
saw an empty calendar after 20:00 UTC. Today is now the owner's day in the
owner's location, which is what the busy gate and the day plan mean.
Ships the real, local, testable part of the memory-evaluation plan
(docs/plans/03-memory-evaluation.md): Maven reads back her own recent
memory on a slow ticker, asks the resident model what it notices, and
records the confident answers as notes.
internal/memeval — not internal/memory/eval.go as the plan says, because
internal/store imports internal/memory for the vector backend and an
evaluator has to read store.Fact/Note/Nudge, which would close the
cycle. Evaluate() gathers RecentFacts/RecentNotes/RecentNudges, prompts
under a GBNF grammar bounded to three {observation, confidence,
suggested_action} objects, drops anything under min_confidence,
deduplicates against what earlier runs wrote, and writes the rest as
notes with source infer:memory-eval. /dash already renders notes with
their source, so the output is visible with no UI change.
cmd/mavend/memoryeval.go drives it on its own goroutine and ticker, not
on the 60s tick: an evaluation is a multi-second round-trip on the same
llama-server that answers voice turns, and it runs hourly at most. The
memory_eval config block is absent by default and absence means the
goroutine does not exist. No llama-server phraser also means no loop —
there is no template fallback, because a "memory evaluation" assembled
from templates is a fixed sentence pretending to be an observation.
What it deliberately cannot do, since this is the feature most likely to
turn Maven into a nag:
- It cannot speak. No dispatcher reference, no channel, no nudge. An
observation is a thought she wrote down and he reads on /dash.
Announcing them is a separate decision with its own opt-in.
- It cannot act. suggested_action is recorded as text and interpreted
by nobody — no reminder, routine or fact is created from it.
- It says nothing about an empty store: no memory means no LLM call,
so there are no observations invented out of two facts.
- Its own notes are excluded from the next evaluation's input, and are
written with a nil embedding so they stay out of the recall pool.
The plan's remaining items (dispatching observations, an /eval IPC
method and trace view, RecentEvents) and the fact that output quality is
entirely unmeasured are written up at the bottom of the plan doc.
The digestion tick already runs the pattern detector over all recorded
events (67563ed) and writes a proposed_routines row. What was missing is
the other half of #247: a proposal that nobody is at the mic for reaches
nothing but the /routines page, so a pattern noticed at 03:00 is only
seen if he goes looking.
This wires the tick's proposals into the existing care-delivery path
rather than a second channel: sev1 nudge, loop.Gate, dispatcher, same
routing table as an accepted routine. Restraints, since a feature that
speaks unprompted is the easiest way to turn Maven into a nag:
- off unless configured — the new pattern_proposals block, absent by
default, and deploy/mavend.json ships notify: false;
- at most one announcement per tick however many patterns surfaced;
- at most one per cooldown (24h default) across all pairs;
- sev1, so quiet hours, away and snooze suppress it;
- suppressed means dropped, not queued — /routines still has it;
- once per pair for good, since proposed_routines is
UNIQUE(action, object) and the row survives dismissal.
The body is pattern.PhraseRoutine's literal Russian, not LLM-worded, so
an inferred routine cannot arrive describing something never observed.
Also raises pattern.MinEvents from 3 to 4 — the interval-quality item on
#43. Two intervals with a ±50% band is a coincidence with a mean, not a
pattern, and now that a scan of all history can announce itself the cost
of a false positive is a permanent dismissal of that pair.
Continues the decomposition PR #50 started. voice.go 542 -> 365:
quiet_toggle.go 144 resolveQuietToggle, quietInflections, quietStem,
quietTokens, quietPhrase, quietOn/OffPhrases,
classifyQuietToggle (quiet_toggle_test.go already
existed for these)
patterns.go +44 detectPattern, next to detectAndPropose which it calls
and which patterns.go's own header already pointed at
What is left in voice.go is the handler: reactiveHandler, HandlePushToTalk,
handleText, runTurn, applyAction, replySystem, chatHistory, reply.
Move-only: all 133 distinct non-blank lines removed from voice.go were
matched in the two destination files, zero lines added to voice.go. The only
non-move edits are import lists (log added to patterns.go, unicode and
internal/pattern dropped from voice.go) and two comments that pointed at
voice.go for code that is no longer there.
/api/chat reaches the router, the LLM and, through applyAction, the whole
act path, so it is the widest state-changing surface mavweb serves. It was
the only one with no gate. It now goes through stepUpOK like POST /tools,
POST /routines and POST /api/revert: unchanged in the default deploy
(WebAuthn unconfigured, fail-open behind wg+nginx), 403 under
-require-stepup or an unasserted passkey session.
The route table now carries an explicit enumeration of every state-changing
route and its gate, and the two startup SECURITY log lines name /routines
and /api/chat alongside /tools and /api/revert.
The loopback -addr default the task also asked for landed earlier in
d12de58; the compose already publishes mavweb on 127.0.0.1 only.
Pure move: actionFact, actionReminder, actionAct and actionNote each get
their own actions_<intent>.go. The two small ones (chat, system) and the
actionHandlers table stay in actions.go, which is now just the dispatch
layer and the notes about what does not belong in it. No behaviour
change — only the file a handler is read in.
The six answer sources were hand-unrolled inside one 127-line function.
The intent table is a closed set of 7, but this list is open-ended —
Kiwix (#286), RSS (#258), the crawler (#259) and email (#246) each add
one. Each is now a registry entry: a name plus a method on the handler,
walked in order until one claims the question.
Order is unchanged and still load-bearing (memory before the notes-only
pass, #373), the confidence gate keeps its position and semantics, and
every reply string, log line and best-effort failure is verbatim.
HandlePushToTalk and handleText hand-wrote the same eight-step turn
sequence twice, comments in the latter saying "same as HandlePushToTalk"
four times. Extract it into runTurn(ctx, text) string: the voice path
wraps it in stt/tts, the text path returns it directly.
The two had drifted. The text path was missing the quiet-hours toggle
check entirely, so "тихий режим" over IPC/telegram fell through to the
classifier; unifying gives it the check. It also logged the route result
and applyAction return where the voice path did not — both logs are kept
for both paths.
voice.go is still the biggest file in cmd/mavend and most of what is left
has nothing to do with the audio path. The ecosystem integration is one
such lump: it talks to Nexus, Praxis and Hexis over HTTP and only touches
the handler for its store and clock. Lifting it into ecosystem_acts.go
puts it next to ecosystem.go, where the clients it drives already live.
Move-only: handlePraxisAct, recordPraxisTrace (called from nowhere else),
handleHexisAct and execHexis verbatim, plus the two imports that became
unused in voice.go.
applyAction (cmd/mavend/voice.go) dispatched all 7 intents from one giant
switch. Extract each case body verbatim into its own actionXxx method in
new cmd/mavend/actions.go, dispatched from an actionHandlers table keyed by
router.Intent. applyAction itself is now just the dec.Clarify guard plus a
table lookup.
No behaviour change: same reply strings, same side-effect order, comments
moved verbatim. The destructive-act confirm gate and the enabled-tool
allowlist stay entirely inside actionAct, exactly where they lived in the
old switch's IntentAct case — they're act-specific, not cross-cutting, so
they don't move to a separate layer. dec.Clarify short-circuit, dialogue
bookkeeping and detectPattern stay outside the table since they run
regardless of intent.
voice.go: 1638 -> 1344 lines. New actions.go: 362 lines.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
Vikunja #281. The interruption policy promised four outcomes — deliver_now,
queue, digest, drop — but only three existed: a care candidate the restraint
gate suppressed for quiet hours / away / calendar-busy simply vanished in
loop.Tick's `continue`, with only the trace remembering why.
internal/morning turned out not to be the natural drain: it's a fixed
Item/FactKey checklist engine, not a generic message bundler, so gate-
suppressed nudge text has nowhere to plug into its evidence model. Built a
parallel (but small, reusing the outbox's shape) durable digest instead:
- internal/store: digest_entries table + EnqueueDigestEntry (dedupes by
rule+body, mirroring the delivery outbox's bodyHash), PendingDigestEntries,
ExpireStaleDigestEntries, DrainDigestEntries (mark, never delete — an
audit trail of what she actually said).
- internal/loop: DigestEligible(severity, blockedBy) is the pure boundary —
only genuine restraint blocks (quiet_hours/calendar_busy/presence) even
qualify (cooldown/snooze are not "suppression"); within care, Sev2 (break)
digests, Sev1 (water/meal — stale by the time anyone could resurface them)
drops. High severity never digests; alarms bypass the gate and deliver
unchanged, on purpose.
- cmd/mavend/tick.go: each tick scans ExplainTick's trace for eligible
blocked candidates, enqueues them, sweeps stale entries (24h expiry — the
care rules are daily-cadence, so anything older is describing a day
that's over), and drains the bundle only once the suppression reason has
actually cleared, capped at 3 spoken items plus a trailing count so a
digest can't turn into the exact nagging it was built to avoid.
Tests: store-level round-trip/restart-survival/dedupe/expiry/drain, loop-
level severity-boundary unit tests, and tick-level integration tests for
the drain-only-when-clear and never-digest-high-severity behavior.
detectPattern only ever fired as a side effect of a voice fact-write, so a
recurring pattern already sitting in history went unnoticed until he
happened to mention it again by voice — the opposite of proactive.
Split the pipeline: extraction (fact -> normalized event) stays where a fact
is written, in voice.go, since it's tied to that write regardless of who's
talking. Detection (events -> stable pattern -> proposed_routines row) moves
into shared code (patterns.go's detectAndPropose) that both the voice path
and the new tick.go:detectPatterns call. The tick runs it every cycle over
every action+object pair on record (store.DistinctEventPairs, added), so a
pattern gets noticed on the daemon's own schedule.
Idempotence and the dismiss-must-stick requirement turned out to already be
handled by the store, not something the tick needs to reinvent:
proposed_routines has UNIQUE(action, object) and CreateProposedRoutine does
ON CONFLICT DO NOTHING, and DismissProposedRoutine flips status in place
without deleting the row. So a pair already proposed, accepted, OR
dismissed is a silent no-op on every later tick — a dismissed pattern can
never resurface, and re-running the scan never spams the /routines page.
Kept the voice-path call (immediate spoken confirmation is a nice feature
UX-wise and is now redundant-but-harmless with the tick, since both paths
share the same guarded detectAndPropose).
Tick-side detection only ever writes a row; it does not notify, ring, or
speak, keeping Maven "not a nag, not autonomous" — the /routines page is
still the only place a proposal becomes visible, and only accepting it
starts producing nudges (fireAcceptedRoutines).
Also fixed the stale vikunja#46 reference in proposed_routines.go — the
TODO it named is what this commit does.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
PR #47 added two state-changing routes (POST /chat, POST /routines)
behind the -addr flag, which defaulted to ":9200" (all interfaces).
Default now binds 127.0.0.1:9200; anyone who wants LAN/wider exposure
still passes an explicit bind (as deploy/docker-compose.yml already
does with "-addr :9201" inside the container, unaffected by this
default change).
Vikunja #317.
Wording fixes from the review of the clarify + phrasing PRs.
- "На когда напомнить?" → "Когда?". After she has just been asked something,
the long form is the phrasing of a form field, not of a person.
- A reminder now wants a subject as well as a time. "напомни в 11" had a time
and nothing to say at 11, and she asked nothing at all — she now asks
"О чём напомнить?". Subject first, since a reminder with no subject is not
worth setting.
- The expiry notice is five phrasings picked at random instead of one fixed
sentence. It is the line he hears every time he walks off mid-request, so it
is the line that repeats most.
- The nudge prompt's ban on "обращения" is now "ласковые обращения". It was
meant to forbid "милый"/"дорогой", not his name — "Ками, ноутбук на трёх
процентах" is how she talks, and the eval's cringe check already only flags
pet names.
- The nudge example no longer claims she plugged the laptop in. She has no
hands and no smart plug; an example where she acts teaches the model to
invent actions Maven never took.
- replySystem: "тепло" → "спокойно и без официальных формулировок". A one-word
mood instruction a 1.7B can't act on, replaced with the behaviour meant.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
DEPRECATION, flagged not asked: LLM-phrased nudges are no longer the default.
LLMPhraser.PhraseNudge now returns a hand-written Russian template. The model
still phrases chat, queries and reminders — only nudges moved.
Why: measured over many runs, Qwen3.5-0.8B wrote formal "вы" and plural
imperatives, used masculine self-reference, and invented facts and units
(90-95 seconds to boil an egg). A nudge is five words of known content, so
generation buys nothing and risks the persona every time. Templates score
15/15 on the nudge fixture, the model 11-13/15.
Nothing is deleted: the prompt, the fallbacks and the whole LLM nudge path
stay. Set phraser.llm_nudges = true in deploy/mavend.json to get them back.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The context block now lists her real capabilities: reminders, notes and
facts (write and recall), and the calendar — all three are code paths in
mavend today. Weather, telegram and shell acts are listed only when the
config actually has them, because offering something she cannot do is
worse than staying quiet about it.
Also drops the pronouns from the optional name/city line. The block's
own "ты" is Maven, so "тебя зовут" read as her name and "его" would have
shown her the third-person form she must never use about him. They are
plain labels now.
Vikunja #394.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The "address him as ты" rule had only reached two of the five system
prompts. Instead of pasting it into the other three (five copies drift —
that is how this happened), there is now one block, in internal/persona,
prepended to all five: nudges, action replies, chat, note queries and
general knowledge.
The block says who he is and how to address him (a man, always "ты",
never "вы", never "он" about him; Maven stays feminine), plus the
current local date and time. It is rendered fresh each turn because the
time changes, and it is correct with an empty config — the address and
gender rules are defaults in code. Config only adds optional facts:
owner_name, city, and the existing free-text `persona` string, which is
now the static half of the block.
Russian even in front of the English prompts: the rules are Russian
grammar, so they read best stated in Russian, and there is one copy.
Vikunja #394.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The prompts stated the feminine self-reference rule but never said whom she is
speaking to, so the model produced formal plural ("Жду вас") and talked about
him in third person ("Он не ел 11 дней"). Adds the address rule right next to
the feminine one, in the nudge prompt and the confirmation prompt.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The user only ever asks the time in his own zone, so answering other
cities was code kept in step with the weather city list for no gain.
Any named place now gets the honest "local time only" answer that was
already there for unknown cities.
Removes the 22-entry table, the lookup and the embedded tz database.
Closes Vikunja #389 — there is only one city list again.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
replySystem had two arms that PR 30 made reachable, and both answered confidently wrong: the date arm keyword-matched "числ" and always answered today, so "какое число завтра" answered today; the clock arm ignored a named city and answered local time. The date arm now reads the day word through router.ParseCalendarDate (which grew послезавтра/вчера and now cuts the day boundary in the local zone instead of UTC). The clock arm answers the named zone when it resolves offline from the tz database embedded in the binary, and otherwise says plainly that she only knows local time.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The embedder swap left every stored vector in the old model's space, so cosine against a new query vector is noise. Add the one-shot backfill: store.ReembedAll re-embeds every note and fact text with the currently configured embedder (the passage side, which is the side stored text was written with) and rewrites both places a vector lives — the notes table embedding column and the memory_vectors rows.
All of it plus the embedder marker happens in one transaction, so a failure partway changes nothing and writes no marker: re-run it. A run against a DB whose marker already names the current embedder does nothing.
Triggered explicitly with `mavend -reembed`, not automatically on mismatch: ONNX on the laptop CPU makes this minutes of work, and a silent multi-minute stall on boot would look like a hang. The mismatch warning now tells the user to run it.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The embedder moved from paraphrase-multilingual-MiniLM-L12-v2 to
multilingual-e5-small. Both are 384-dimensional, so nothing in the code
noticed: cosine between an old stored vector and a new query vector is
noise, and recall degrades silently.
So the DB now records the embedder that wrote its vectors. One value for
the whole DB (migration #11, a small `meta` key/value table) rather than a
column on every vector row: the backfill re-embeds every note and fact in
one pass, so a per-row marker would hold the same string in every row and
cost a column on two tables for nothing.
The identity comes from the embedder itself via a new optional ID() method
("multilingual-e5-small@384", model file name plus dimension), so pointing
the config at another model changes the string without anyone editing a
constant. mavend logs a loud WARNING at startup naming both the stored and
the configured embedder when they differ.
Detection only — recall behaviour is unchanged. TODO(#378) in
store.CheckEmbedder marks where the backfill will hook in.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The memory pass ran only after the notes-only gate had already rejected
the same note at the same score. Notes and facts share one vector index,
so a note that failed there failed again — the branch could only ever
return a fact.
Now the memory pass runs first: one search over everything Maven
remembers, one gate, and the memory that clearly matches best answers
(a note gets phrased, a fact is read back). The notes-only pass stays
behind it for notes the vector index does not hold. No threshold moved,
so the set of questions answered is unchanged — only which memory
answers them.
Fixture gained two mixed note+fact cases, so the answerable count goes
25 -> 27: hash recall@1 36.0% -> 37.0% (ratchet 0.32 unchanged, comment
updated), e5 recall@1 72.0% -> 70.4%, false recall still 1/5.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
Vikunja #363. The follow-up session was a plain in-memory map, so any
mavend restart dropped the thread. It now mirrors to a small TTL-pruned
sqlite table and is loaded on startup; expired sessions are deleted on
load, not revived. Clarify's pending question is untouched.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
An unclear answer used to end the request on the spot. Now she re-asks the same
question while attempts remain, and when they run out she says
"Прости, я не поняла. Скажи, пожалуйста, по-другому." — silence would leave him
thinking it was handled. Same reply when the missing slot has no question to
ask, and as a floor in finishClarified so an empty reply can never ship.
Tests: three questions allowed, the fourth gives up out loud, the cap is
configurable, and a restated time is the one that lands.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The system prompt showed the JSON contract as {"response": "..."} and the
user prompt repeated it. A 0.8B copies whatever sits in the response slot, so
7 of 15 nudges came back as literally "...".
Changes, all prompt-side — the {"response","mood"} contract is unchanged:
- nudge system prompt is Russian, feminine self-reference, with filled-in
examples on topics that never appear as rules, so copying them is visible
- rule names get a Russian gloss and a required keyword, named last in the
prompt where a small model weights it hardest
- durations render in Russian, not English
- the no-parse fallback says something Russian instead of "water — care",
which was going straight to a Russian piper voice
- same "..." placeholder removed from replier_llm.go
Scored on internal/phraser/eval: 0/15 -> 13/15.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
The e5 embedder puts every cosine in one narrow band (0.79-0.89), so the
absolute query_min_score gate cannot tell a real hit from a made-up
question: any value under the band answers everything, any value above it
answers nothing. False recall was 5/5.
New gate asks whether one note is clearly the best instead: top1 - top2 >
delta. New query_min_margin config knob, default 0.008, read off the sweep
in the recall harness. The absolute floor stays as a second check.
On the recall fixture with e5: answered 72% -> 68%, false recall 5/5 -> 1/5.
Vikunja #359
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
kami