FINDING #731 · UNIT ID 1230293192
Open-Curiosity/gini-agent
The agent that remembers and learns.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
64% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
24.07
ACCEL
-0.07
RETENTION
66.5%
PEAK 2026-06-29 · FORK-RETENTION 0.0% · 722 STARS / WINDOW
Author Audience
AUDIENCE
226
FOLLOWERS
0
OWNER ★
1,131
Engagement Signals
FORKS
316
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 722 / 722 (DIVERSITY 1.00)
Why This Is A Finding
Open-Curiosity/gini-agent собрал 722 звёзд за окно, тогда как у организации 0 подписчиков и репутация только из собственных звёзд — эффективная аудитория ≈ 226. Это даёт surprise-индекс 0.0904 (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 28% OF 1013 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1013 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY24.077.20+16.87ABOVE 74%
RETENTION66.5%30.8%+35.7 PPABOVE 93%
FORKS31656+260ABOVE 76%
SURPRISE0.090.03+0.06ABOVE 83%