FINDING #5816 · UNIT ID 1181795380
zarazhangrui/follow-builders
AI builders digest — monitors top AI builders on X and YouTube podcasts, remixes their content into digestible summaries. Follow builders, not influencers.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
52% 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
Growth Telemetry
VELOCITY /D
33.54
ACCEL
-0.45
RETENTION
24.1%
PEAK 2026-04-19 · FORK-RETENTION 0.0% · 3,019 STARS / WINDOW
Author Audience
AUDIENCE
16,255
FOLLOWERS
11,644
OWNER ★
46,110
Engagement Signals
FORKS
752
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,019 / 3,019 (DIVERSITY 1.00)
Why This Is A Finding
zarazhangrui/follow-builders собрал 3,019 звёзд за окно, тогда как у автора всего 11,644 подписчиков — эффективная аудитория ≈ 16,255. Это даёт surprise-индекс 0.00206 (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 9% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 9%
VELOCITY33.543.99+29.55ABOVE 94%
RETENTION24.1%17.1%+7.0 PPABOVE 66%
FORKS75290+663ABOVE 91%
SURPRISE0.000.01-0.01ABOVE 20%