FINDING #847 · UNIT ID 1225365569
AgnesAI-Labs/AgnesAI-Models
Official Agnes AI gateway and model catalog for OpenAI-compatible text, image, video, and agent workflows.
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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
68.43
ACCEL
-4.61
RETENTION
51.8%
PEAK 2026-07-09 · FORK-RETENTION 0.0% · 479 STARS / WINDOW
Author Audience
AUDIENCE
287
FOLLOWERS
47
OWNER ★
963
Engagement Signals
FORKS
44
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 479 / 479 (DIVERSITY 1.00)
Why This Is A Finding
AgnesAI-Labs/AgnesAI-Models собрал 479 звёзд за окно, тогда как у автора всего 47 подписчиков — эффективная аудитория ≈ 287. Это даёт surprise-индекс 0.21 (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 24% 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 24%
VELOCITY68.4313.86+54.57ABOVE 84%
RETENTION51.8%36.8%+15.0 PPABOVE 74%
FORKS4450-6ABOVE 48%
SURPRISE0.210.04+0.17ABOVE 86%