The-Swarm-Corporation/AutoHedge — GitHub trend

FINDING #2877 · UNIT ID 901529145

The-Swarm-Corporation/AutoHedge

Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysis, risk management, and trade execution.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00728

ENGAGEMENT0.20

FRESHNESS1.39

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

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

12% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

15.07

ACCEL

-0.36

RETENTION

43.8%

PEAK 2026-06-18 · FORK-RETENTION 0.0% · 452 STARS / WINDOW

Author Audience

AUDIENCE

2,030

FOLLOWERS

409

OWNER ★

6,061

Engagement Signals

FORKS

641

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 452 / 452 (DIVERSITY 1.00)

Why This Is A Finding

The-Swarm-Corporation/AutoHedge собрал 452 звёзд за окно, тогда как у автора всего 409 подписчиков — эффективная аудитория ≈ 2,030. Это даёт surprise-индекс 0.00728 (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 54% 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 54%

VELOCITY15.074.23+10.83ABOVE 82%

RETENTION43.8%29.4%+14.3 PPABOVE 77%

FORKS64192+549ABOVE 88%

SURPRISE0.010.01-0.00ABOVE 38%