FINDING #8407 · UNIT ID 68720867
firstcontributions/first-contributions
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S3 · MORE FORKS THAN STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
13.00
ACCEL
-0.50
RETENTION
80.0%
PEAK 2026-09-10 · FORK-RETENTION 61.2% · 39 STARS / WINDOW
Author Audience
AUDIENCE
15,874
FOLLOWERS
2,286
OWNER ★
56,511
Engagement Signals
FORKS
109,240
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 39 / 39 (DIVERSITY 1.00)
Why This Is A Finding
firstcontributions/first-contributions собрал 39 звёзд за окно, тогда как у автора всего 2,286 подписчиков — эффективная аудитория ≈ 15,874. Это даёт surprise-индекс 0.000817 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 61.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 5% OF 8833 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8833 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 5%
VELOCITY13.005.67+7.33ABOVE 77%
RETENTION80.0%45.9%+34.1 PPABOVE 86%
FORKS109,240344+108,896ABOVE 100%
SURPRISE0.000.00-0.00ABOVE 22%