FINDING #9125 · UNIT ID 1372839573
agentsea/nautilo
AI goes multiplayer. A self-hosted workspace for people and machine people. Create, code, and work together across desktop, mobile, and web. Open source. MIT licensed.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
70% 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
4.37
ACCEL
-0.11
RETENTION
3.7%
PEAK 2026-10-01 · FORK-RETENTION 0.0% · 131 STARS / WINDOW
Author Audience
AUDIENCE
639
FOLLOWERS
192
OWNER ★
1,275
Engagement Signals
FORKS
6
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 131 / 131 (DIVERSITY 1.00)
Why This Is A Finding
agentsea/nautilo собрал 131 звёзд за окно, тогда как у автора всего 192 подписчиков — эффективная аудитория ≈ 639. Это даёт surprise-индекс 0.00643 (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 6% OF 9676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY4.373.80+0.57ABOVE 55%
RETENTION3.7%20.0%-16.3 PPABOVE 11%
FORKS6142-136ABOVE 4%
SURPRISE0.010.01-0.00ABOVE 48%