pattern: a burst of taps is not a routine (V-468)

Detect had no floor on the interval. Four events minutes apart give gaps
near 0.002 days, every one of them inside the ±50% band, so it proposed a
routine and PhraseRoutine called it "каждый день".

UNIQUE(action, object) makes that unrecoverable: dismissing the bogus
proposal burns the pair, and the real routine behind it can never be
proposed again. It also made hand-QA unsafe — seeding a pattern with four
chat turns poisoned the pair being tested.

The floor is two hours against the median, not a day, because meals, water
and breaks are genuine several-times-a-day habits.
This commit is contained in:
2026-08-04 03:00:11 +04:00
parent c915115096
commit 569991bb15
2 changed files with 67 additions and 2 deletions
+24 -2
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@@ -53,9 +53,31 @@ const MinOnPatternFraction = 0.7
// a repeat. False negatives cost one more observation and nothing else.
const MinEvents = 4
// MinIntervalDays — the fastest rhythm that may be called a routine. Two
// hours.
//
// Without a floor, four taps of the same key minutes apart give intervals near
// 0.002 days. They all sit inside the ±50% band by construction, so the
// detector proposed a routine and PhraseRoutine worded it as "каждый день"
// (Vikunja #468). The damage outlives the mistake: UNIQUE(action, object)
// means dismissing the bogus proposal burns that pair permanently, so the real
// routine behind it can never be proposed again.
//
// Two hours rather than a day, because a genuine habit can run several times a
// day — meals, water, a break. Anything faster than that is not a habit she
// should be proposing to remind him about; the loop rules already cover that
// range, and they are rules, not guesses. It is checked against the median, so
// one quick repeat inside a real rhythm still counts.
//
// The other half of this is that hand-QA of the detector was unsafe: seeding a
// pattern the obvious way, four chat turns in a row, poisoned the very pair
// being tested.
const MinIntervalDays = 2.0 / 24.0
// Detect checks whether a sequence of events for the same action+object
// forms a stable recurring pattern. Returns a ProposedRoutine when:
// - At least MinEvents events exist (≥3 intervals)
// - The median interval is at least MinIntervalDays
// - At least MinOnPatternFraction of the intervals sit within
// MaxIntervalRatio of the median interval
//
@@ -88,8 +110,8 @@ func Detect(events []Event) (*ProposedRoutine, error) {
}
center := medianFloat(intervals)
if center <= 0 {
return nil, nil
if center <= 0 || center < MinIntervalDays {
return nil, nil // a burst, not a rhythm — see MinIntervalDays
}
// Keep the intervals that sit inside the band around the median. The
+43
View File
@@ -216,3 +216,46 @@ func TestDetectMedianBandNotExtremes(t *testing.T) {
})
}
}
// A burst is not a habit. Four taps of the same key minutes apart give
// intervals near 0.002 days, all inside the ±50% band by construction, so the
// detector called it a daily routine (Vikunja #468). Dismissing that proposal
// burns the action+object pair permanently, which also made hand-QA of the
// detector unsafe.
func TestDetectRejectsABurst(t *testing.T) {
base := time.Date(2026, 8, 4, 9, 0, 0, 0, time.UTC)
var events []Event
for i := 0; i < 4; i++ {
events = append(events, Event{
Action: "refill", Object: "cat_water",
Ts: base.Add(time.Duration(i) * 7 * time.Minute),
})
}
r, err := Detect(events)
if err != nil {
t.Fatalf("Detect: %v", err)
}
if r != nil {
t.Fatalf("four taps minutes apart proposed a routine every %.3f days", r.IntervalDays)
}
}
// The floor is two hours, not a day: a habit that runs several times a day is
// still a habit.
func TestDetectKeepsASeveralTimesADayHabit(t *testing.T) {
base := time.Date(2026, 8, 4, 8, 0, 0, 0, time.UTC)
var events []Event
for i := 0; i < 5; i++ {
events = append(events, Event{
Action: "drink", Object: "water",
Ts: base.Add(time.Duration(i) * 4 * time.Hour),
})
}
r, err := Detect(events)
if err != nil {
t.Fatalf("Detect: %v", err)
}
if r == nil {
t.Fatal("a four-hour rhythm over five events is a habit, got nil")
}
}