Tencent/AI-Infra-Guard — GitHub trend

FINDING #5965 · UNIT ID 908108028

Tencent/AI-Infra-Guard

A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

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

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0000151

ENGAGEMENT0.20

FRESHNESS1.41

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

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

6% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

7.80

ACCEL

-0.04

RETENTION

53.6%

PEAK 2026-06-23 · FORK-RETENTION 0.0% · 234 STARS / WINDOW

Author Audience

AUDIENCE

515,715

FOLLOWERS

13,755

OWNER ★

524,371

Engagement Signals

FORKS

396

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 234 / 234 (DIVERSITY 1.00)

Why This Is A Finding

Tencent/AI-Infra-Guard собрал 234 звёзд за окно, тогда как у автора всего 13,755 подписчиков — эффективная аудитория ≈ 515,715. Это даёт surprise-индекс 0.0000151 (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 5% 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 5%

VELOCITY7.804.23+3.57ABOVE 69%

RETENTION53.6%29.4%+24.2 PPABOVE 89%

FORKS39692+304ABOVE 82%

SURPRISE0.000.01-0.01ABOVE 1%