Files
Maven/internal/router/task.go
claude 87d176153a router: stage 0 claims the task marker before the model renames it (V-467)
Spoken capture was dead. "добавь в задачи купить молоко" routed act, so the
gate found no allowlisted fn and asked "Что сделать?", and the list stayed
empty. Capture rides the note intent by design (#130, no eighth intent), and
nothing under actionNote was reached any more. The model also rewrote the
payload on the way — "купить молоко" came back as "сделать покупку молока",
and a task must read as the words he said.

TaskCaptureGrammar answers it at stage 0, the same place the agenda rules
went. It matches any utterance and lets ParseTaskCapture refuse, so the
marker list stays data. Three phrasings he used are added to that list:
"запиши в список дел" and the two next to it were missing.

The other deterministic matchers were checked for the same exposure. They
are all question-shaped — money, habit, feed, day plan, task list, calendar —
and a question lands on query, which is where they already sit. Capture was
the only imperative among them, which is why only it was taken.

ru-note-006 is the fixture case. The classifier alone cannot pass it, and the
hash baseline drops by that one case; the daemon answers it at stage 0.
2026-08-04 03:12:47 +04:00

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package router
import (
"regexp"
"strings"
)
// Task capture and task listing, matched deterministically (Vikunja #130).
//
// No new intent. The router's intent enum is a contract shared with the
// relabelling prompt in the training workspace (`llm/check_prompt_parity.py`
// enforces it), so adding an eighth intent would mean retraining before a task
// could be captured at all. A task phrased out loud is a note-shaped or
// query-shaped utterance with an explicit marker in it, and the marker is a
// lookup — the same reasoning the calendar, plan and habit matchers already
// follow. What the model classifies is unchanged; what these functions decide
// is which store the turn lands in.
// The phrase tables this file matches against — taskCapturePrefixes,
// urgencyMarkers, taskListWords, taskListWordsShortcut — are loaded from the
// embedded task_phrases.json. See task_phrases.go.
// TaskCapture — a parsed capture: the task itself, plus the importance he
// stated out loud if he stated one (Vikunja #129). Weight 0 means he said
// nothing about importance, which the ranker treats as exactly that — no
// urgency is inferred from the wording.
type TaskCapture struct {
Text string
Weight int
}
// ParseTaskCapture reports whether an utterance explicitly files a task, and
// returns the task text with the marker stripped. A marker with nothing after it
// is not a capture (there is no task in "добавь в задачи") — the caller falls
// through to whatever it would otherwise have done with the turn.
func ParseTaskCapture(text string) (TaskCapture, bool) {
trimmed := strings.TrimSpace(text)
lower := strings.ToLower(trimmed)
best := ""
for _, p := range taskCapturePrefixes {
if strings.HasPrefix(lower, p) && len(p) > len(best) {
best = p
}
}
if best == "" {
return TaskCapture{}, false
}
// Cut on the rune length of the matched prefix. ToLower does not change the
// byte length of Russian or English letters, so the index carries over.
rest := strings.TrimSpace(trimmed[len(best):])
rest = strings.TrimLeft(rest, ":—- ")
rest = strings.TrimSpace(rest)
// The question mark goes too. Whisper punctuates dictated Russian, and
// "добавь в задачи позвонить в банк?" must not store the mark or carry it
// into the dedupe key.
rest = strings.TrimRight(rest, ".!?")
rest, weight := stripUrgency(rest)
if rest == "" {
return TaskCapture{}, false
}
return TaskCapture{Text: rest, Weight: weight}, true
}
// urgencyIntensifiers — words that may sit between the edge and the marker.
// "очень срочно оплатить интернет" is the marker at the edge with one word in
// front of it, and it means exactly what "срочно оплатить интернет" means.
var urgencyIntensifiers = []string{"очень", "прям", "прямо", "really", "very", "super"}
// urgencyEdgeTrim — punctuation to ignore around an edge token and to clean off
// the remainder afterwards.
const urgencyEdgeTrim = " .,;:!?—-"
// stripUrgency pulls a leading or trailing urgency word out of the task text
// and returns the weight it implies. Only at the edges: "срочно оплатить
// интернет" and "оплатить интернет срочно" are the same instruction, while
// "позвонить в срочную помощь" is a task whose text happens to contain the
// stem, and cutting a word out of the middle of it would mangle the task.
//
// Matched as a TOKEN, not as a fixed prefix or suffix string. The old shape
// required exactly one space before a trailing marker, so "оплатить интернет,
// срочно" — which is what whisper produces from dictated Russian — kept weight
// 0 and stored the comma and the word as part of the task, polluting the dedupe
// key with the very flag he was trying to set.
//
// The word is removed from the text, because the list should read "оплатить
// интернет (важно)" and not "важно оплатить интернет (важно)".
func stripUrgency(text string) (string, int) {
fields := strings.Fields(text)
if len(fields) == 0 {
return text, 0
}
for _, m := range urgencyMarkers {
// Strongest marker first (task_phrases.go sorts them), leading edge
// before trailing, so a text carrying both keeps the stronger one.
if lo, hi, ok := urgencySpan(fields, m.Word); ok {
rest := strings.Join(append(append([]string{}, fields[:lo]...), fields[hi+1:]...), " ")
rest = strings.Trim(rest, urgencyEdgeTrim)
if rest == "" {
// Nothing but the marker — no task in it.
return "", 0
}
return rest, m.Weight
}
}
return text, 0
}
// urgencySpan finds the marker at either edge, allowing intensifiers between
// the edge and the marker, and returns the inclusive token range to cut.
func urgencySpan(fields []string, word string) (lo, hi int, ok bool) {
for i := 0; i < len(fields); i++ {
if isUrgencyToken(fields[i], word) {
return 0, i, true
}
if !isIntensifier(fields[i]) {
break
}
}
for i := len(fields) - 1; i >= 0; i-- {
if isUrgencyToken(fields[i], word) {
return i, len(fields) - 1, true
}
if !isIntensifier(fields[i]) {
break
}
}
return 0, 0, false
}
func isUrgencyToken(tok, word string) bool {
return strings.Trim(strings.ToLower(tok), urgencyEdgeTrim) == word
}
func isIntensifier(tok string) bool {
t := strings.Trim(strings.ToLower(tok), urgencyEdgeTrim)
for _, w := range urgencyIntensifiers {
if t == w {
return true
}
}
return false
}
// IsTaskListQuery reports whether an utterance asks for the outstanding task
// list — "какие у меня задачи?", "что мне нужно сделать?", "список дел".
//
// Narrow on purpose. "как дела?" is a greeting, not a query about work, and it
// contains a task noun; it is excluded explicitly. Anything that mentions a
// task noun without asking for the list falls through to ordinary recall.
func IsTaskListQuery(text string) bool {
toks := planTokens(text)
if len(toks) == 0 {
return false
}
// "как дела" — the greeting. Excluded before anything else matches.
if hasTok(toks, "как") && (hasTok(toks, "дела") || hasTok(toks, "делишки")) {
return false
}
// "что мне нужно сделать" / "чем мне заняться" — no task noun at all, so
// the pronoun is what carries the meaning. Without it these rules claimed
// every question with a verb in them: "что нужно сделать чтобы перезапустить
// сервер?" and "what does docker do?" both answered "задач нет." from ahead
// of recall and the model, which is the failure the source ordering exists
// to avoid, pointed the other way.
//
// A "с"/"со" object excludes them too: "что мне сделать с этим файлом" has
// the pronoun and is still a question about a file.
if !hasTok(toks, "с") && !hasTok(toks, "со") {
if hasTok(toks, "мне") && (hasTok(toks, "что") || hasTok(toks, "чем")) &&
(hasTok(toks, "сделать") || hasTok(toks, "делать") || hasTok(toks, "заняться")) {
return true
}
if hasTok(toks, "what") && hasTok(toks, "do") && hasTok(toks, "i") && !hasTok(toks, "you") {
return true
}
}
hasNoun := false
for _, t := range toks {
for _, w := range taskListWords {
if t == w {
hasNoun = true
}
}
}
if !hasNoun {
return false
}
// A task noun plus any of: a question word, "список", or a bare
// one/two-word ask ("задачи", "мои задачи").
if hasTok(toks, "какие") || hasTok(toks, "какая") || hasTok(toks, "что") ||
hasTok(toks, "сколько") || hasTok(toks, "список") || hasTok(toks, "покажи") ||
hasTok(toks, "напомни") || hasTok(toks, "my") || hasTok(toks, "list") ||
hasTok(toks, "show") {
return true
}
if len(toks) <= 2 {
for _, t := range toks {
for _, w := range taskListWordsShortcut {
if t == w {
return true
}
}
}
}
return false
}
// TaskCaptureGrammar — stage 0 for an explicit capture marker, so the resident
// model never sees it (Vikunja #467).
//
// Capture was built to ride the note intent, deliberately: #130 said no eighth
// intent, and while the classifier was routing, a note-shaped utterance with a
// marker in it reached actionNote and captureTaskFromNote claimed it there. The
// router pre-empted that. Measured 2026-08-02: "добавь в задачи купить молоко"
// routed act, so captureTaskFromNote was never consulted, the act arm found no
// allowlisted fn, and the gate asked "Что сделать?". Every capture utterance
// tried filed nothing.
//
// The model also rewrote the payload on the way — "купить молоко" came back as
// "сделать покупку молока". A task must read as the words he said, which is a
// second reason to answer this before the model rather than to prompt around
// it.
//
// The marker list is data (task_phrases.json) and the parse strips urgency, so
// the pattern here matches any utterance and the decision is ParseTaskCapture's
// to make — same shape as the wake-word act grammar, which also matches broadly
// and refuses in Build. Intent stays note: the daemon's note path is where
// capture lives, and nothing about the contract with the model changes.
func TaskCaptureGrammar() Grammar {
return Grammar{
Name: "task-capture",
Pattern: regexp.MustCompile(`(?s)^\s*(.+)$`),
Build: func(m []string) (Decision, bool) {
c, ok := ParseTaskCapture(m[1])
if !ok {
return Decision{}, false // not a capture — fall through
}
return Decision{
Stage: 0,
Intent: IntentNote,
Confidence: 1.0,
// The capture text, not the raw utterance: it is what the
// clarify gate reads as the payload. captureTaskFromNote
// re-parses the utterance itself, so the task text comes from
// the same place either way.
Slots: Slots{Text: c.Text},
}, true
},
}
}