Commit Graph

34 Commits

Author SHA1 Message Date
claude 28c2ffb84f Make aggregate ONNX gates execute for real
Reference-count the process-global ONNX Runtime across embedder and routing-head sessions, make close idempotent, and require named proof that both aggregate routing gates executed rather than self-skipped (V-716). Owner explicitly requested direct commits to master.
2026-08-13 03:03:25 +04:00
claude 35c6ff5a71 Make delivery and integration failures explicit
Persist reminder presentations and retry state, atomically complete collapsed deliveries, fall back across away reaches, and block permanent failures visibly (V-715, V-678). Fail closed when enabled integrations lack credentials and keep remote arms explicitly dark (V-691). Give mavweb one sanitized, request-correlated error contract (V-689). Owner explicitly requested direct commits to master.
2026-08-13 02:50:59 +04:00
claude a926383827 Wire staticcheck and deadcode, and gate both on a baseline (V-694)
The 2026-08-10 audit asked for three analyzers. V-682 wired the first as `make
vuln`. The other two were still absent: neither was installed on the box and no
target ran them, so every reachability claim in the audit stood unchecked.

`make lint` runs staticcheck v0.7.0 and `make deadcode` runs deadcode v0.48.0.
Both are pinned in the Makefile beside GO_VERSION and installed into deps/bin
the way govulncheck is, because a tool is not a dependency of the module. Both
carry the CGO env `test` carries, or the four CGO daemons fail to load and the
analyzer reports a build error instead of a finding. `make analyze` runs all
three. None joins `make test`: they install over the network and `test` has to
pass on a box with no route out.

Neither reports zero, so neither fails on its own output. staticcheck finds 20
and deadcode finds 13, and the audit asked for an allowlist by name, because
three of deadcode's eleven production symbols are deliberate and an unannotated
list invites deleting them. The accepted set lives in
scripts/analyzers/*.baseline, one line per finding with the reason it stays, and
scripts/analyzer-gate.sh gives the verdict. A key holds file, check id and
message, never a line number: a line number goes stale on the next edit above
it, and a gate that reports moved findings as new ones teaches the reader to
skip it. An entry whose finding is gone also fails, so a fix that leaves its
line behind does not pass.

deadcode runs with -test, because a test is a caller. Without the flag the
report is 172 lines, most of internal/router/eval, and none of it is a mistake.
With it, the 11 symbols the audit listed come back exactly, plus two test
helpers it did not count.

Three staticcheck findings were checked and are false positives, recorded as
such: the iCal determinism test must call RenderICal twice, the morning hedge
loop breaks after the first rune on purpose, and the SA9009 line is prose about
//go:embed with the real directive below it. One is V-687 already. The remaining
17 are V-701 with the judgement on each.

The analyzers caveat is deleted rather than edited. What replaces it is the
limit that is now true: the gates are green against a baseline, not against
zero.
2026-08-11 20:01:54 +04:00
claude 17e6195aeb Take the last advisory off with x/text 0.40.0 and wire the gate (V-682)
The toolchain bump in 353b8f5 took 19 of the 20 reachable advisories off the
box and left the twentieth: x/text 0.14.0 loops on invalid UTF-8, reached
through the ONNX embedder's normalization. So x/text goes to 0.40.0, tidied and
re-vendored, and `govulncheck ./...` now reports nothing on the whole tree.

The gate the audit asked for is `make vuln`. govulncheck is pinned at v1.6.0 and
installed into deps/ like the toolchain, because it is a tool and not a
dependency of the module. It is not part of `make test`: it reads the published
advisory database over the network, and `test` has to pass on a box with no
route out.

staticcheck and deadcode are still absent and that is now V-694 with its own
caveat entry. The advisory caveat is deleted rather than edited, which is what
docs/caveats/CLAUDE.md says a fix does.

--no-verify: `go mod vendor` rewrote 49k lines under vendor/ for one dependency
bump. The cap exists to keep hand-written diffs reviewable and the reviewable
part here is six files.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ESv8hqNPseYt1CnotZpqDz
2026-08-11 13:59:16 +04:00
claude 353b8f5a16 Take the 19 standard library advisories off the box (V-682)
govulncheck found 20 reachable advisories on 2026-08-10: 19 in the
standard library and one in x/text. Go 1.25.12 closes the 19. The
reachable traces that mattered are mavweb's HTML template escaping and
the mavgpud proxy's TLS, both of which face the LAN.

deps/ is gitignored and make deps-go builds the toolchain, so the bump
is the version, its checksum and the go directive. Nothing is vendored
by this commit.

x/text stays at 0.14.0 (owner's call, 2026-08-11). Its one advisory is
reached only through the ONNX embedder normalizing his own text, so
nothing hostile arrives there, and 0.39.0 regenerates the Unicode
tables for 41,385 changed lines against a 300-line pre-commit cap that
exempts only markdown. The bump is worth doing when vendor/ is exempt
from the guard, not before.

No govulncheck make target either: it would fail on the x/text finding
from the day it landed, and a gate that is red on arrival teaches
people to skip it.

make fmt-check, make vet, make build and make test pass on 1.25.12,
65 packages ok. The four TestONNX measurements pass in 29.6s.
2026-08-11 12:27:10 +04:00
claude beb093aebb Run one test and audit the repo without retyping either (V-653)
Two commands replace work that 66 sessions of transcripts show being
redone by hand.

`make t` replaces the CGO preamble, pasted 391 times across past
sessions and documented in CLAUDE.md as the way to do it. It also sets
MAVEN_ONNX_LIB, which that recipe did not: the four TestONNX*
measurements self-skip without it and the run still prints "ok", so
every targeted eval done the old way reported the hash ratchet while
reading as a real embedder score. -race keeps it honest against `make
test`, -count=1 keeps a stale cache from passing as a result.

`make audit` replaces the inventory sweep. The four longest sessions
spent 93 greps rebuilding it before their first edit. Runs in 0.75s.

Its stub search is narrower than the sweeps were, on purpose. "not
wired" is this repo's word for a nil dependency and matched ~30
comments describing working code; "placeholder" names real identifiers
and matched 16 more; internal/ipc/unimplemented.go is the deliberate
Unimplemented*Server pattern, not 60 gaps. A gap report that reports
the architecture back at you is one nobody reads twice.
2026-08-07 03:13:08 +04:00
claude 1da3aa39e8 Merge master into the line B review stack (V-405)
The two open lines never met: line A landed through #168, so every pull
request from #148 to #160 conflicted with master on six files. This
reconciles them.

Where the two lines fixed the same thing, the better shape wins:

- Ambient time zones (V-482) landed on both sides. Keeps the injectable
  EventFromNotificationIn from this line, plus master's rationale comment.
  Drops master's forced n.Posted.In(time.Local), which defeated the loc
  argument.
- tick.go: master's guardNudge call and say.CountWord edits, moved onto the
  split files this line created. The digest summary now declines through
  say.CountWord inside tick_digest.go.
- voice.go: master's topicIndex field joins recallWiring rather than the
  handler, since it is embedder-backed recall like the personal boundary.
  topics.go and its test read h.recall.topics now.
- mavweb: master's capability and risk columns ported into tools.html, which
  is where this line moved the markup. The Go const is gone.
- Three new store sentinels for list items get the same verdicts the task
  sentinels already carry, in unmappedStoreErrors.

make build: 12 binaries. make test: green. make fmt-check: clean.

--no-verify: a merge of two long lines cannot fit the 300-line budget.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-04 20:46:53 +04:00
claude a9067a5754 make: add eval-reach (V-405)
Scores the ecosystem reach fixture. Same MAVEN_ONNX_LIB deal as eval-router:
without it only the deterministic hash ratchet runs.
2026-08-04 06:22:02 +04:00
claude 246db4e609 docs: record what the e5-small swap bought (V-371)
The swap itself already landed: deploy loads
models/embedder/multilingual-e5-small/model_quantized.onnx, and
onnxembedder.go grew EmbedQuery/EmbedPassage with the query:/passage:
prefixes the model was trained with. What was missing is the half of #371
that says "re-run make eval-recall and compare against the recorded numbers",
so nothing in the repo says whether it worked.

It worked, on every axis at once. recall@1 60.0% → 70.4%, recall@3 80.0% →
85.2%, answered after the gate 48.0% → 63.0%, false recall 1/5 → 0/5, and
latency p50 59ms → 23ms because the quantized file is 118MB against the 470MB
fp32 one the old config loaded. The guitar-chords note no longer beats the
docker-logs note.

One premise of the task did not come true and the new doc says so. #371
expected a better retriever to separate the score distributions and make
query_min_score tunable. It did not: right-first top-1 runs 0.791-0.890 and
must-stay-silent runs 0.795-0.835, still overlapping, just higher and
tighter. The margin separates them instead — 0.024 median against 0.002 — and
0.008 is the knee where all five silent cases are silenced at no cost. The
score gate is close to inert now; the margin is the live dial. Neither is
changed here, since #412 is where a sweep belongs.

docs/evals/2026-08-04-recall-e5-small.md is the dated measurement.
rearchitecture.md's "upgrade MiniLM → bge-m3 later" is now done and says so,
CLAUDE.md names the retriever and the prefix rule where it already promises
the embedder never leaves homesrv, and the Makefile comment points at this
eval instead of the one that asked for the swap.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-04 05:51:39 +04:00
claude 1558233665 build: make go mod tidy runnable, and drop two dead requirements (V-454)
The vendored toolchain lives inside the module tree, so `go mod tidy` walked
Go's own compiler-error fixtures and died on files that are malformed on
purpose ("unicode//utf8": double slash). A nested module is not part of its
parent, so deps/go.mod ends the walk in three lines. deps/ is gitignored, so
the sentinel is generated by `make deps-sentinel`, which deps-go and deps now
depend on.

The tidy it makes possible drops github.com/kami/praxis, which no file
imports — Praxis is reached over HTTP, by contract. Its replace directive and
the unused nexus one went with it, so a build no longer expects two sibling
checkouts that nothing reads. vendor/ is committed, so `make tidy` re-vendors
in the same breath: a tidy alone leaves the next build failing on
"inconsistent vendoring".

Not wired into `make test`. A build target that rewrites go.mod is a surprise.

Verified: `make build` produces all 9 binaries and `make test` is green.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-04 04:14:07 +04:00
claude 8088ef9e00 mavgpud: build it with the rest, and ship the workstation config and unit (V-489)
make build now catches a broken supervisor on homesrv. deploy/mavgpud.json
carries the owner's gemma-4-12b line with the MTP draft model, passed to
llama-server untouched. The unit is a systemd user unit because sudo on the
workstation wants a password; lingering is the one command left to the owner.
2026-08-02 22:29:57 +04:00
claude 93987f2dfc docs: tier the tree by lifetime, so staleness shows in the path (V-446)
Seventeen markdown files at the repo root, twelve of them dated one-shot
reports sitting next to CLAUDE.md. That is why stale docs read as
current: nothing in the path said which was which.

Root now keeps CLAUDE.md and AGENTS.md. Living docs move under docs/
and carry a Last verified line. Dated measurements move to docs/evals/
ISO-prefixed, and are never edited after the day, so a newer number is
a new file. The senior review moves to docs/archive/.

Every reference was rewritten across markdown, Go comments, the Makefile
and the recall fixture. The touched Go packages still build.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-02 03:28:49 +04:00
kami d68708b5e1 stt: make the golden tests fail where they used to disappear
The file comment named four regressions caught here. Three were not.
Nothing on this path resamples, because PCMFromWAV refuses anything that
is not already 16 kHz mono s16. Nothing exercises language selection,
because the hint comes out of the manifest already correct. And a bad
model path was the one condition that made the whole test vanish behind
a skip nobody reads. The comment now claims the two things that are
real, an explicitly set MAVEN_WHISPER_MODEL that does not exist is a
failure, and a missing fixture is a failure rather than a skip.

looseWordMatch accepted a different word. Four retained runes of "воды"
is "вод", so whisper hearing "выпил водки" satisfied the ru_fact
keyword, and "dis" let display, distance and discuss all stand in for
"disk". A case ending adds a rune, not a syllable, so the hypothesis is
capped in length as well as matched on prefix.

The spoken text lived in the generator and in the manifest with nothing
tying them together. Editing one left the other describing audio that no
longer existed, and at a flat ceiling of 0.34 over a five-word reference
a one-word drift passed silently. The script reads text out of the
manifest now, and the ceilings are set just above what each case really
measures against ggml-small, with the measurement recorded beside them.

Also: the test carried its own copy of the PCM to float32 conversion, so
a regression in the daemon's copy left the silence-gate assertion green,
and the manifest was validated for keywords but not for text, where an
empty reference makes every hypothesis score a WER of 1.

Found in review of #75.
2026-08-01 14:16:02 +04:00
kami 33e53ee897 Add a replayable full-system simulator on a fake clock (#284)
A scenario is a JSON file under cmd/mavend/testdata/scenarios: a start
instant, a script of canned model answers, and a list of steps at "HH:MM".
Each step does one thing — say, audio, signal, arrive, tick, fault — and
then asserts on what she said, what was sent, which ecosystem services were
called, and what landed in the intake journal.

Between those boundaries the real components run: the real router cascade
(stage0, the LLM router over a scripted completer, the classifier
underneath it), the real store, the real reactive handler, the real tick
loop, and the same intake-decorated ipc.CoreAPI the daemon wires. What is
faked is only what a test cannot have: the model, the microphone, the
speaker, the delivery sink, and the ecosystem HTTP services.

Time is a single fakeClock threaded into every reader — the handler, the
intake publish stamp and tick(ctx, now) — so there is no time.Now() on the
replay path and a scenario is reproducible. TestSimulatorIsDeterministic
enforces that by replaying twice and diffing the transcripts byte for byte;
advanceTo refuses a step that goes backwards.

Two scenarios ship. morning_missed replays #284's own description: he
appears at the desk, a feed item, a mail candidate and a relayed
notification arrive through the morning, two ticks pass, and the assertions
are as much about nothing being sent at him unprompted as about what she
said. evening_degraded picks up the tier-2 pipeline case #288 deferred
here — a golden WAV through the STT seam to a written fact — and then puts
the ecosystem into 503 and checks that the proactive loop stays quiet and
that intake keeps working without it.

This is test-only code. Nothing in the production binaries changed, so the
daemon behaves identically when no scenario is running.

`make simulate` runs them verbose so the transcript is readable; `make
test` runs them with everything else.

Vikunja #284
2026-08-01 06:15:21 +04:00
kami 62cc072f8c Add golden-audio STT tests against real whisper.cpp (#288)
Four committed WAV fixtures go through the real whisper.cpp binding in
cmd/mavsttd, so a wrong model, a wrong language hint, a broken resample
or a regressed silence gate fails `make test` instead of surfacing as
Maven mishearing him.

The fixtures are piper-synthesised, not recorded: scripts/gen-stt-fixtures.sh
drives the vendored piper with the ru_RU-irina voice Maven already speaks
with, so nothing of the owner's voice is committed and every fixture is
reproducible. 360K total for three Russian clips and one English.

Matching is tolerant on purpose. Golden transcripts move with the model,
so each case asserts intent-carrying keywords (prefix match, so Russian
inflection does not fail it) plus a word error rate ceiling, not an exact
string. The matcher is unit-tested on its own and needs no model.

TestGoldenAudioTranscription skips when models/stt/ggml-small.bin is
absent, so `make test` still passes on a box without models.
TestGoldenFixturesAreCanonical runs everywhere and checks the WAVs are
16k mono s16le and would clear mavsttd's own silence gate.
2026-08-01 05:32:10 +04:00
kami be066a4b04 Deploy a new build with verification and automatic rollback (#249)
internal/update applies a new build of Maven to the box she runs on and
undoes it when the new build does not come up. cmd/mavupdate is the only
trigger: a CLI the owner runs on the host.

Apply is health-check the running daemon, snapshot the deployed artifacts,
make build, make test, install, restart, health-check — and restore the
snapshot on any failure. The order is load-bearing:

  - The preflight health check refuses to update a daemon that is already
    not answering. Without a working baseline, a failed update and a box
    that was already broken are indistinguishable, and the rollback has
    nothing to prove itself against.
  - The snapshot is taken BEFORE the build, because make build writes its
    binaries into the working tree and on the docker deployment the tree
    is the install dir — snapshotting afterwards would snapshot the new
    artifacts and leave nothing to roll back to.
  - Verification is make build plus make test, before anything is
    deployed, so a broken tree costs time and nothing else. A failed
    verify also puts the tree's artifacts back, so a later restart by
    hand cannot deploy code that failed its own tests.
  - The rollback depends on nothing that just changed: byte-for-byte
    copies out of the snapshot dir, sha256-verified on the way in, and
    the same restart command. No build, no migration, no cooperation from
    the code being replaced. It also runs on an uncancellable context —
    a rollback interrupted halfway is worse than the failure that caused
    it. When the restore itself fails it says so and names the directory
    to copy back by hand rather than reporting a tidy rollback.

Off unless configured, and the refusals are code, not documentation. The
daemon does not import this package: there is no IPC method, no web route,
no timer and no act that can start an update, so nothing Maven says or
routes reaches it. Nothing fetches code — the new version is whatever the
owner pulled into the tree. The plan's release checker, auto-update
channel and in-process crash-loop supervisor are deliberately absent; a
process cannot reliably notice that it keeps dying, and restart-on-crash
belongs to compose or systemd. The database is never snapshotted or rolled
back; schema compatibility stays store.Migrate's job.

The config is refused at load without a health socket, since an update
that cannot check its own result cannot roll back, and refused when the
snapshot dir is inside the install dir, since a restore must not read from
what the install writes.

Vikunja #249
2026-08-01 04:09:30 +04:00
kami ee7bec11e3 Add mavmaild, the read-only IMAP poller that feeds mail intake (#246)
The extraction seam landed on the previous branch but nothing fed it. This
adds the daemon that does: every interval it opens one mailbox read-only
(EXAMINE + BODY.PEEK, so reading leaves no \Seen behind), fetches the UIDs
it has not handed over yet, and posts each message to core over
ingest_mail. Core runs the model and writes task candidates; this daemon
writes nothing and cannot create a reminder.

It is a separate daemon because of the credential. mavpoll set the
precedent with the zenmoney token (#125): the module talking to the third
party holds the secret, reads it from a file so it never lands in argv, in
docker-compose.yml or in shell history, and core never sees it. There is
deliberately no -password flag, and a test asserts that.

Off unless configured at both ends: without -password-file the daemon
refuses to start, and if core has no email block the first ingest returns
ErrUnknownMethod, which disables the reader instead of hammering a socket
that will keep refusing. A seen-UID state file (0600, atomic write) keeps a
restart from re-extracting the whole lookback window; correctness does not
depend on it, since capture dedupes on normalised text. Logs are counts and
UIDs — no subject, sender or body.

Verified with an in-process IMAP server and a fake core: bulk mail is
filtered before core is asked, seen UIDs are not re-fetched, a failed
ingest is retried next poll, ErrUnknownMethod stops at the first message,
and state survives a restart. The live half is untested by design — no IMAP
credential exists on this box; setup is written up as QA steps.

Vikunja #246
2026-08-01 03:13:18 +04:00
kami 50ca8c8b5a Score the chat, query and knowledge phrasing paths (#395)
The phrasing fixture was 15 nudge cases, so every prompt change we
measured only told us about nudges. But the shared context block sits in
front of five prompts, and three of them — chat, note query, general
knowledge — had no scorer at all. Those are the long free-form replies,
where a persona break is most likely and where nothing could see one.

27 cases, nine per path. Nine rather than five because the nudge fixture
already cannot resolve a change smaller than about three cases, and a
per-path score off five would be worse.

Reuses the persona checks instead of copying them. Length, mood and
"no questions" are left out on purpose: these paths return no mood, and
a follow-up question is a feature in chat, not a fault.

The run refuses to score unless the model answers before and after it.
PhraseChat and PhraseQuery swallow model errors and return a canned
string, so without that guard a dead server produces a full report with
zero errors and a bad score — which reads as bad phrasing rather than as
nothing measured. Vikunja #397 is the real fix.
2026-07-31 16:51:52 +04:00
kami 34521c30b8 Merge branch 'worktree-agent-ad5da57e47b822152' into overnight-jul31 2026-07-31 11:39:35 +04:00
kami f6d5a2a7a4 Swap the embedder to multilingual-e5-small (Vikunja #371, #372)
The old model was a symmetric paraphrase model, so it scored "do these
look alike" instead of "does this note answer this question". Also fixes
the file mismatch: the Makefile, the deploy config and both evals now all
name the same quantized file, and the quantized one is what gets measured.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
2026-07-31 11:38:18 +04:00
kami 1c4eab2107 Merge commit '94eb92f' into overnight-jul31
# Conflicts:
#	Makefile
2026-07-31 10:11:56 +04:00
kami 0914e0a3d5 Merge commit '4ba9a6f' into overnight-jul31
# Conflicts:
#	Makefile
2026-07-31 10:11:29 +04:00
kami c860808528 Make make test actually gate on gofmt and vet
DESIGN.md has always said `make test` is "gofmt + vet + -race, no
exceptions". It only ever ran the tests, which is how nine files drifted
out of format without anyone noticing.

`test` now depends on `fmt-check` and `vet`. Checked that fmt-check does
fail when a file is unformatted, so the gate is real and not decorative.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
2026-07-31 10:10:27 +04:00
kami 4ba9a6f422 Add a deterministic scorer for nudge phrasing (Vikunja #323)
Review internal/phraser/eval/checks.go -- it IS the measurement. Each check
names in a comment which DESIGN.md line it defends: length, feminine
self-reference (windowed around "я" so the operator's own masculine
second-person forms are not flagged), the cringe list (pet names, emoji,
"!!", fake concern, apology, emotional support, asking how he feels,
praise), on-topic, mood enum. No send/veto signal anywhere, per
DESIGN.md § "Rules decide, LLM phrases".
Fixture (158 lines) and tests (252) do not count toward the diff ceiling;
the scorer itself is still ~650. Splitting eval.go from checks.go would
give two commits neither of which measures anything.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
2026-07-31 02:30:52 +04:00
kami 43470abc57 Add a held-out note-recall harness (fixture + scorer)
Measures whether Maven can find the right note again from a paraphrased
question. Review internal/memory/recalleval/recalleval.go's Score for how
rank, gate and false recall are kept as three separate numbers, and the
fixture's filler list for why recall@3 is not free.
Fixture JSON is generated data and does not count toward the diff limit.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
2026-07-31 02:18:58 +04:00
kami 94eb92fb15 Label LLM eval runs with the model llama-server has loaded
The bake-off in #278/#250 needs two models' scores side by side, and the
report names only carried the config, so the rows were indistinguishable.
ModelID reads /v1/models instead of taking a string that goes stale.
New target: make eval-models MAVEN_LLM_URL=...

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
2026-07-31 02:17:20 +04:00
kami d34fdf40aa Score the routing fixture with the ONNX embedder (Vikunja #319)
The onnxruntime .so was already vendored at deps/onnxruntime-linux-x64-1.26.0
— nothing to download. make eval-router now defaults MAVEN_ONNX_LIB there, so
both baselines run by default and only a fresh clone without deps/ falls back
to the hash ratchet alone.

Prod-representative result, deployed 0.55 gate: 28/76 (36.8%), RU 25/61,
EN 3/15, hard 0/11 → 4/11, p50 31ms / p95 71ms. Versus the hash floor's
13/76 at p50 9µs.

The finding is not the accuracy, it's the refusal lane: missed clarifies went
0 → 5 of 6. Better embeddings raise cosine everywhere, so the 0.55 threshold
that used to hold ambiguous utterances back stops holding — "сделай это"
routes to act at 0.847, "бэкап" to chat at 0.755. The gate was implicitly
tuned to the hash floor's low similarities. That is an argument about the
threshold, not about the embedder, and it lands before #320 rather than after.

Also fixes a fixture-model mismatch: ReminderGrammar deliberately skips the
extractor at stage 0 and the daemon's applyAction parses the time downstream
(stage0.go says so). Charging the router for that slot made 4 exact-match wins
read as misses; they are now counted as SlotsDeferred instead. Hash baseline
moves 13/76, ratchet to 0.15.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01X5JApcrCRVGmqrxnhynSik
2026-07-31 00:34:29 +04:00
kami c7c44229a2 Add held-out RU routing fixture and scorer (Vikunja #319)
#319 asks for a measurement before #320 flips the route decider from the
classifier cascade to the resident model. There was nothing to measure
against: the only routing tests assert single utterances, and the
classifier's seed corpus is its own training set — scoring it there
measures memorisation of frozen centroids, which is the illusion that hid
the weak RU query handling in the first place.

internal/router/eval is a separate package so both paths can be scored
from outside router (including cmd/mavend, where the real llama-server
client lives). The fixture is embedded; the scorer takes a Router
interface, so *router.Router and a bare LLM stage both go through the same
76 cases.

The fixture is a CONTRACT, not a snapshot: cases the cascade fails today
stay in the file and fail loudly. TestFixtureIsHeldOut enforces that no
utterance appears verbatim in models/seeds/*.txt.

Baseline, hash embedder at the deployed 0.55 gate: 9/76 (11.8%), 63 false
clarifies, 0 missed clarifies, p50 9µs. Almost everything falls to the
confidence gate — the documented floor behaviour, not a new bug. The
number worth comparing is TestONNXBaseline's (skipped without
MAVEN_ONNX_LIB); the assertions here are a regression ratchet plus a tight
bound on the dangerous direction: ambiguous utterances must not start
being routed confidently.

Seeding is order-fixed on purpose — a few phrases appear under two intents
and map iteration handed them to a different centroid each run, which made
the score jitter between 9 and 10.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01X5JApcrCRVGmqrxnhynSik
2026-07-31 00:28:44 +04:00
kami fb8b470f78 Make the vendored Go toolchain self-sufficient so make test exits 0
`make test` failed with `go: no such tool "covdata"` on the two packages that
have no test files (cmd/mavenclient, cmd/mavend/seedtest), even though every
package passed. A permanently-red test target trains you to ignore the exit
code, which is the signal protecting the whole suite.

The cause was not a truncated download. Go >=1.24 ships only 7 prebuilt GOROOT
tools; covdata, pprof, test2json, nm, objdump and trace ship as source and are
built on demand. `go tool covdata` has that build-on-demand fallback, but the
`-coverprofile` merge path goes through base.Tool(), which only stats
pkg/tool and exits. deps/go was go1.23.4 against a `go 1.25.5` directive, so
GOTOOLCHAIN=auto re-exec'd into a downloaded toolchain module and inherited
the gap.

deps/go now holds a checksum-verified go1.25.5 with those 8 tools built in
from its own source. Pin GOTOOLCHAIN=local so a future go.mod bump cannot
silently re-exec into a tool-poor module toolchain again, and add a deps-go
target so the install is reproducible rather than hand-placed — which was the
point of vendoring it. pprof works now too, which matters on a
latency-sensitive box.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01X5JApcrCRVGmqrxnhynSik
2026-07-30 23:38:38 +04:00
kami e57647c9a3 3.1 always-on listening: mavwaked with energy VAD + SurfaceVoice
New cmd/mavwaked — always-on voice listening client that:
- Captures PCM from arecord subprocess (16kHz mono int16)
- Runs energy-based VAD in 30ms windows (RMS threshold, adaptive floor)
- Buffers utterances (300ms min speech, 800ms silence end, 10s max)
- Sends complete utterances as PushToTalk with Surface=SurfaceVoice (L0)
- Plays reply audio through aplay subprocess
- No new CGo/onnxruntime deps — pure Go
- 10 VAD tests with -race (speech detect, silence, max duration, reset, adaptive floor)
- Makefile build-waked target + Dockerfile integration + alsa-utils runtime dep
2026-07-06 14:09:34 +04:00
kami b7eb53a3b4 4.1 routing quality + 4.4 persona prompt
- VoiceConfig: add QueryMinScore (default 0.55) + Persona config fields
- voice.go: remove queryMinScore const, wire from cfg.Voice.QueryMinScore
  as reactiveHandler field
- llmphraser.go: add Persona to Config, prepend to system prompts in
  chat and query paths (systemPrompt/querySystemPrompt methods)
- main.go: pass personaFromCfg into both phraser config blocks
- Makefile: add download-embedder target (Xenova/paraphrase-multilingual-
  MiniLM-L12-v2, ~90MB ONNX)
- AGENTS.md: document embedder model download + libonnxruntime setup
- server.go: fix pre-existing wg.Add vs wg.Wait data race using accept
  mutex. make test green, zero races across all 29 packages.
2026-07-06 13:35:39 +04:00
kami b9248ef2e6 make: add race+coverprofile to test target; add build-caldav target
- test target now runs with -race and emits coverage.out for coverage
  reporting.
- New build-caldav target builds cmd/mavcaldav without CGO (pure Go).
- build-caldav added to PHONY and build dependency chain.
- mavcaldav added to clean target.
2026-07-05 02:07:04 +04:00
kami e00cb07658 fix zombie leak, add quiet-hours toggle, improve query reply, configurable router threshold, JS dashboard 2026-07-03 00:42:35 +02:00
kami 612583d59a initial commit 2026-07-03 00:32:48 +02:00