FINDING #4123 · UNIT ID 1208135933
vavallee/bindery
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
66% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
2.39
ACCEL
-0.05
RETENTION
9.6%
PEAK 2026-04-22 · FORK-RETENTION 0.0% · 215 STARS / WINDOW
Author Audience
AUDIENCE
36
FOLLOWERS
3
OWNER ★
334
Engagement Signals
FORKS
30
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 215 / 215 (DIVERSITY 1.00)
Why This Is A Finding
vavallee/bindery собрал 215 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 36. Это даёт surprise-индекс 0.0313 (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 35% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 35%
VELOCITY2.393.99-1.61ABOVE 27%
RETENTION9.6%17.1%-7.5 PPABOVE 29%
FORKS3090-59ABOVE 19%
SURPRISE0.030.01+0.02ABOVE 80%