FINDING #3729 · UNIT ID 838027402
abshkbh/arrakis
A fully customizable and self-hosted sandboxing solution for AI agent code execution and computer use. It features out-of-the-box support for backtracking, a simple REST API and Python SDK, automatic port forwarding, and secure MicroVM isolation. Perfect for safely running, testing, and backtracking multi-step agent workflows.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.43
ACCEL
+0.54
RETENTION
20.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 10 STARS / WINDOW
Author Audience
AUDIENCE
150
FOLLOWERS
63
OWNER ★
873
Engagement Signals
FORKS
84
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 10 / 10 (DIVERSITY 1.00)
Why This Is A Finding
abshkbh/arrakis собрал 10 звёзд за окно, тогда как у автора всего 63 подписчиков — эффективная аудитория ≈ 150. Это даёт surprise-индекс 0.00751 (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 46% OF 6892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 46%
VELOCITY1.434.14-2.71ABOVE 0%
RETENTION20.0%40.6%-20.6 PPABOVE 24%
FORKS8489-5ABOVE 48%
SURPRISE0.010.01-0.00ABOVE 40%