FINDING #8645 · UNIT ID 1143925975
QuantaAlpha/QuantaAlpha
QuantaAlpha transforms how you discover quantitative alpha factors by combining LLM intelligence with evolutionary strategies. Just describe your research direction, and watch as factors are automatically mined, evolved, and validated through self-evolving trajectories.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
3% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
6.29
ACCEL
-0.61
RETENTION
52.0%
PEAK 2026-08-25 · FORK-RETENTION 0.0% · 44 STARS / WINDOW
Author Audience
AUDIENCE
914
FOLLOWERS
153
OWNER ★
3,045
Engagement Signals
FORKS
287
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 44 / 44 (DIVERSITY 1.00)
Why This Is A Finding
QuantaAlpha/QuantaAlpha собрал 44 звёзд за окно, тогда как у автора всего 153 подписчиков — эффективная аудитория ≈ 914. Это даёт surprise-индекс 0.00659 (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 11% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY6.293.71+2.57ABOVE 67%
RETENTION52.0%37.5%+14.5 PPABOVE 73%
FORKS28790+197ABOVE 77%
SURPRISE0.010.01-0.00ABOVE 41%