FINDING #756 · UNIT ID 1022054597
yaalalabs/agent-kernel
The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all mainstream communication channels seamlessly out of the box, production ready from day one.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
33% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
4.43
ACCEL
+0.25
RETENTION
37.5%
PEAK 2026-07-11 · FORK-RETENTION 0.0% · 31 STARS / WINDOW
Author Audience
AUDIENCE
58
FOLLOWERS
14
OWNER ★
152
Engagement Signals
FORKS
46
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 31 / 31 (DIVERSITY 1.00)
Why This Is A Finding
yaalalabs/agent-kernel собрал 31 звёзд за окно, тогда как у автора всего 14 подписчиков — эффективная аудитория ≈ 58. Это даёт surprise-индекс 0.045 (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 89% OF 6892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 89%
VELOCITY4.434.14+0.29ABOVE 52%
RETENTION37.5%40.6%-3.1 PPABOVE 43%
FORKS4689-43ABOVE 33%
SURPRISE0.050.01+0.03ABOVE 85%