jagmarques/asqav-sdk — GitHub trend

FINDING #1079 · UNIT ID 1134058397

jagmarques/asqav-sdk

Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0261

ENGAGEMENT0.20

FRESHNESS1.38

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

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

31% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.47

ACCEL

+0.16

RETENTION

38.6%

PEAK 2026-07-07 · FORK-RETENTION 0.0% · 74 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

296

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 74 / 74 (DIVERSITY 1.00)

Why This Is A Finding

jagmarques/asqav-sdk собрал 74 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 55. Это даёт surprise-индекс 0.0261 (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 83% 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 83%

VELOCITY2.474.23-1.77ABOVE 27%

RETENTION38.6%29.4%+9.2 PPABOVE 68%

FORKS2492-68ABOVE 18%

SURPRISE0.030.01+0.01ABOVE 72%