FINDING #6993 · 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
10.67
ACCEL
-12.00
RETENTION
16.7%
PEAK 2026-10-11 · FORK-RETENTION 48.8% · 32 STARS / WINDOW
Author Audience
AUDIENCE
15,998
FOLLOWERS
2,304
OWNER ★
56,951
Engagement Signals
FORKS
110,867
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 32 / 32 (DIVERSITY 1.00)
Why This Is A Finding
firstcontributions/first-contributions собрал 32 звёзд за окно, тогда как у автора всего 2,304 подписчиков — эффективная аудитория ≈ 15,998. Это даёт surprise-индекс 0.000665 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 48.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 4% OF 7282 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7282 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 4%
VELOCITY10.675.67+5.00ABOVE 71%
RETENTION16.7%7.2%+9.4 PPABOVE 53%
FORKS110,867337+110,530ABOVE 100%
SURPRISE0.000.01-0.00ABOVE 19%