FINDING #7238 · UNIT ID 1401821001
whirlchat/whirl
The AI chat app that sweats the details. Every top model, real memory, living documents, and your own tools.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
2% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
4.00
ACCEL
-5.00
RETENTION
10.0%
PEAK 2026-10-08 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
103
FOLLOWERS
1
OWNER ★
505
Engagement Signals
FORKS
48
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
whirlchat/whirl собрал 12 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 103. Это даёт surprise-индекс 0.028 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 17% OF 8679 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8679 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 17%
VELOCITY4.005.67-1.67ABOVE 31%
RETENTION10.0%42.4%-32.4 PPABOVE 17%
FORKS48334-286ABOVE 19%
SURPRISE0.030.00+0.02ABOVE 78%