FINDING #5168 · UNIT ID 1209396858
yaojingang/GEOFlow
Open-source GEO content engineering and multi-site distribution system with AI tasks, RAG/semantic chunking, analytics, GEOFlow Agent and WordPress target publishing.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
75% 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
24.38
ACCEL
-0.34
RETENTION
5.2%
PEAK 2026-05-23 · FORK-RETENTION 0.0% · 2,194 STARS / WINDOW
Author Audience
AUDIENCE
1,928
FOLLOWERS
910
OWNER ★
10,183
Engagement Signals
FORKS
673
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,194 / 2,194 (DIVERSITY 1.00)
Why This Is A Finding
yaojingang/GEOFlow собрал 2,194 звёзд за окно, тогда как у автора всего 910 подписчиков — эффективная аудитория ≈ 1,928. Это даёт surprise-индекс 0.0124 (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 19% 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 19%
VELOCITY24.383.99+20.38ABOVE 91%
RETENTION5.2%17.1%-11.9 PPABOVE 13%
FORKS67390+584ABOVE 90%
SURPRISE0.010.01+0.00ABOVE 50%