FINDING #4345 · 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
7.00
ACCEL
-10.50
RETENTION
0.0%
PEAK 2026-07-25 · FORK-RETENTION 0.0% · 21 STARS / WINDOW
Author Audience
AUDIENCE
15,702
FOLLOWERS
2,268
OWNER ★
55,829
Engagement Signals
FORKS
106,856
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 21 / 21 (DIVERSITY 1.00)
Why This Is A Finding
firstcontributions/first-contributions собрал 21 звёзд за окно, тогда как у автора всего 2,268 подписчиков — эффективная аудитория ≈ 15,702. Это даёт surprise-индекс 0.000445 (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 4% OF 4503 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4503 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 4%
VELOCITY7.005.33+1.67ABOVE 62%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS106,856457+106,399ABOVE 100%
SURPRISE0.000.00-0.00ABOVE 19%