tsinghua-fib-lab/AgentSociety — GitHub trend

FINDING #4428 · UNIT ID 928122380

tsinghua-fib-lab/AgentSociety

AgentSociety 2 is a modern, LLM-native agent simulation platform designed for social science research and experimental design. It provides a flexible framework for creating and managing intelligent agents in simulated environments.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000938

ENGAGEMENT0.20

FRESHNESS1.35

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

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

9% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.27

ACCEL

-0.10

RETENTION

24.7%

PEAK 2026-06-16 · FORK-RETENTION 0.0% · 98 STARS / WINDOW

Author Audience

AUDIENCE

3,441

FOLLOWERS

807

OWNER ★

9,137

Engagement Signals

FORKS

195

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 98 / 98 (DIVERSITY 1.00)

Why This Is A Finding

tsinghua-fib-lab/AgentSociety собрал 98 звёзд за окно, тогда как у автора всего 807 подписчиков — эффективная аудитория ≈ 3,441. Это даёт surprise-индекс 0.000938 (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 30% 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 30%

VELOCITY3.274.23-0.97ABOVE 40%

RETENTION24.7%29.4%-4.7 PPABOVE 40%

FORKS19592+103ABOVE 69%

SURPRISE0.000.01-0.01ABOVE 13%