yaalalabs/agent-kernel — GitHub trend

FINDING #1311 · 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.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.022

ENGAGEMENT0.20

FRESHNESS1.38

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

70% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.17

ACCEL

+0.22

RETENTION

37.5%

PEAK 2026-07-11 · FORK-RETENTION 0.0% · 65 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

152

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 65 / 65 (DIVERSITY 1.00)

Why This Is A Finding

yaalalabs/agent-kernel собрал 65 звёзд за окно, тогда как у автора всего 14 подписчиков — эффективная аудитория ≈ 58. Это даёт surprise-индекс 0.022 (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 79% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 79%

VELOCITY2.174.23-2.07ABOVE 21%

RETENTION37.5%29.4%+8.1 PPABOVE 65%

FORKS4692-46ABOVE 31%

SURPRISE0.020.01+0.01ABOVE 67%