siqiwang0712-commits/financial-risk-agent — GitHub trend

FINDING #540 · UNIT ID 1357353415

siqiwang0712-commits/financial-risk-agent

Evidence-grounded financial risk analysis from corporate filings, combining constrained LLM interpretation, deterministic analytics, versioned rules, and auditable evidence trails.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0829

ENGAGEMENT0.25

FRESHNESS1.00

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

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

42% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

4.71

ACCEL

+2.36

RETENTION

0.0%

PEAK 2026-10-02 · FORK-RETENTION 0.0% · 33 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 33 / 33 (DIVERSITY 1.00)

Why This Is A Finding

siqiwang0712-commits/financial-risk-agent собрал 33 звёзд за окно, тогда как у автора всего 9 подписчиков — эффективная аудитория ≈ 17. Это даёт surprise-индекс 0.0829 (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 94% OF 9747 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9747 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.030.00+0.03ABOVE 94%

VELOCITY4.713.43+1.29ABOVE 60%

RETENTION0.0%33.3%-33.3 PPABOVE 0%

FORKS8143-135ABOVE 7%

SURPRISE0.080.01+0.08ABOVE 94%