microsoft/agent-governance-toolkit — GitHub trend

FINDING #9242 · UNIT ID 1171111467

microsoft/agent-governance-toolkit

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

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

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00000251

ENGAGEMENT0.77

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

9.57

ACCEL

-0.18

RETENTION

66.7%

PEAK 2026-08-26 · FORK-RETENTION 25.0% · 67 STARS / WINDOW

Author Audience

AUDIENCE

3,820,409

FOLLOWERS

128,626

OWNER ★

2,754,002

Engagement Signals

FORKS

1,084

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 67 / 67 (DIVERSITY 1.00)

Why This Is A Finding

microsoft/agent-governance-toolkit собрал 67 звёзд за окно, тогда как у автора всего 128,626 подписчиков — эффективная аудитория ≈ 3,820,409. Это даёт surprise-индекс 0.00000251 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 25.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 5% OF 9760 FINDINGS

#08MddIdd/mdd-sim-gateway[ PYTHON ]0.41 #17litaolemo/xtquant_big_convert[ PYTHON ]0.36 #20LBH-123-AI/Comfyui_Minimax_h3_latent_Upscaler[ PYTHON ]0.34 #24zeenie-ai/OpenCompany[ PYTHON ]0.30 #25917Dhj/DeepPaperNote[ PYTHON ]0.29

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 5%

VELOCITY9.573.71+5.86ABOVE 77%

RETENTION66.7%38.0%+28.6 PPABOVE 86%

FORKS1,08486+998ABOVE 93%

SURPRISE0.000.01-0.01ABOVE 1%