FINDING #4325 · UNIT ID 1191814548
hexo-ai/sia
SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% 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
22.52
ACCEL
+0.27
RETENTION
6.4%
PEAK 2026-06-11 · FORK-RETENTION 0.0% · 2,027 STARS / WINDOW
Author Audience
AUDIENCE
560
FOLLOWERS
65
OWNER ★
2,148
Engagement Signals
FORKS
241
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,027 / 2,027 (DIVERSITY 1.00)
Why This Is A Finding
hexo-ai/sia собрал 2,027 звёзд за окно, тогда как у автора всего 65 подписчиков — эффективная аудитория ≈ 560. Это даёт surprise-индекс 0.0376 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 40% OF 7217 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7217 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 40%
VELOCITY22.523.73+18.79ABOVE 91%
RETENTION6.4%16.2%-9.8 PPABOVE 19%
FORKS24184+157ABOVE 76%
SURPRISE0.040.01+0.03ABOVE 87%