FINDING #2955 · UNIT ID 1311068285
AIDevGTM/gtm-cofounder
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
65% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
38.67
ACCEL
+14.00
RETENTION
50.0%
PEAK 2026-08-09 · FORK-RETENTION 46.7% · 116 STARS / WINDOW
Author Audience
AUDIENCE
34
FOLLOWERS
16
OWNER ★
180
Engagement Signals
FORKS
21
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 116 / 116 (DIVERSITY 1.00)
Why This Is A Finding
AIDevGTM/gtm-cofounder собрал 116 звёзд за окно, тогда как у автора всего 16 подписчиков — эффективная аудитория ≈ 34. Это даёт surprise-индекс 0.52 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 46.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 66% OF 8676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 66%
VELOCITY38.675.67+33.00ABOVE 93%
RETENTION50.0%33.3%+16.7 PPABOVE 59%
FORKS21339-318ABOVE 11%
SURPRISE0.520.00+0.52ABOVE 99%