FINDING #831 · UNIT ID 1289484140
zzliu93-debug/FocuSD
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
96% 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
14.29
ACCEL
+0.14
RETENTION
11.1%
PEAK 2026-07-11 · FORK-RETENTION 0.0% · 100 STARS / WINDOW
Author Audience
AUDIENCE
11
FOLLOWERS
1
OWNER ★
104
Engagement Signals
FORKS
4
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 100 / 100 (DIVERSITY 1.00)
Why This Is A Finding
zzliu93-debug/FocuSD собрал 100 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 11. Это даёт surprise-индекс 0.28 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 26% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.00ABOVE 26%
VELOCITY14.2913.86+0.43ABOVE 51%
RETENTION11.1%36.8%-25.7 PPABOVE 21%
FORKS450-46ABOVE 11%
SURPRISE0.280.04+0.23ABOVE 91%