FINDING #3895 · UNIT ID 1199857443
RyjoxTechnologies/Octopoda-OS
The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
69% 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
3.67
ACCEL
+0.01
RETENTION
0.0%
PEAK 2026-07-15 · FORK-RETENTION 0.0% · 330 STARS / WINDOW
Author Audience
AUDIENCE
56
FOLLOWERS
8
OWNER ★
480
Engagement Signals
FORKS
79
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 330 / 330 (DIVERSITY 1.00)
Why This Is A Finding
RyjoxTechnologies/Octopoda-OS собрал 330 звёзд за окно, тогда как у автора всего 8 подписчиков — эффективная аудитория ≈ 56. Это даёт surprise-индекс 0.0382 (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 39% 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 39%
VELOCITY3.673.99-0.33ABOVE 47%
RETENTION0.0%17.1%-17.1 PPABOVE 0%
FORKS7990-10ABOVE 46%
SURPRISE0.040.01+0.03ABOVE 86%