FINDING #5999 · UNIT ID 1204224535
zubair-trabzada/ai-trading-claude
AI trading research engine for Claude Code. Analyze stocks (technical, fundamental, sentiment, risk, thesis), options strategies, sector rotation, portfolio analysis, and PDF reports. 16 skills, 5 parallel agents. Research tool only — not financial advice.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
78% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
1.69
ACCEL
-0.03
RETENTION
14.2%
PEAK 2026-04-18 · FORK-RETENTION 0.0% · 152 STARS / WINDOW
Author Audience
AUDIENCE
2,214
FOLLOWERS
767
OWNER ★
14,467
Engagement Signals
FORKS
105
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 152 / 152 (DIVERSITY 1.00)
Why This Is A Finding
zubair-trabzada/ai-trading-claude собрал 152 звёзд за окно, тогда как у автора всего 767 подписчиков — эффективная аудитория ≈ 2,214. Это даёт surprise-индекс 0.000749 (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 6% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY1.693.99-2.31ABOVE 7%
RETENTION14.2%17.1%-3.0 PPABOVE 42%
FORKS10590+16ABOVE 54%
SURPRISE0.000.01-0.01ABOVE 13%