awslabs/agentcore-samples — GitHub trend

FINDING #5825 · UNIT ID 1013404946

awslabs/agentcore-samples

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

[ PYTHON ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0000333

ENGAGEMENT0.20

FRESHNESS1.36

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

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

4% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

4.47

ACCEL

-0.12

RETENTION

31.7%

PEAK 2026-06-25 · FORK-RETENTION 0.0% · 134 STARS / WINDOW

Author Audience

AUDIENCE

134,256

FOLLOWERS

11,261

OWNER ★

140,593

Engagement Signals

FORKS

1,235

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 134 / 134 (DIVERSITY 1.00)

Why This Is A Finding

awslabs/agentcore-samples собрал 134 звёзд за окно, тогда как у автора всего 11,261 подписчиков — эффективная аудитория ≈ 134,256. Это даёт surprise-индекс 0.0000333 (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 7% 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

SCORE0.000.00-0.00ABOVE 7%

VELOCITY4.474.23+0.23ABOVE 52%

RETENTION31.7%29.4%+2.3 PPABOVE 54%

FORKS1,23592+1,143ABOVE 93%

SURPRISE0.000.01-0.01ABOVE 2%