coding-kitties/investing-algorithm-framework — GitHub trend

FINDING #2495 · UNIT ID 228824550

coding-kitties/investing-algorithm-framework

Framework for quantitative trading. Complete framework for development, backtesting, and deploying automated trading algorithms and trading bots.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0104

ENGAGEMENT0.20

FRESHNESS1.32

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

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

10% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

4.83

ACCEL

+0.06

RETENTION

7.4%

PEAK 2026-07-02 · FORK-RETENTION 0.0% · 145 STARS / WINDOW

Author Audience

AUDIENCE

424

FOLLOWERS

OWNER ★

1,470

Engagement Signals

FORKS

204

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 145 / 145 (DIVERSITY 1.00)

Why This Is A Finding

coding-kitties/investing-algorithm-framework собрал 145 звёзд за окно, тогда как у автора всего 65 подписчиков — эффективная аудитория ≈ 424. Это даёт surprise-индекс 0.0104 (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 60% 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 60%

VELOCITY4.834.23+0.60ABOVE 54%

RETENTION7.4%29.4%-22.0 PPABOVE 9%

FORKS20492+112ABOVE 70%

SURPRISE0.010.01-0.00ABOVE 46%