FINDING #7220 · UNIT ID 1402448976
Nour-Br/Kalshi-crypto-15m-trading-bot
Kalshi crypto 15m trading bot: no using ai, just using own strategy Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading bot Kalshi trading b
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
8% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S8 · KEYWORD-STUFFED OR EMPTY DESCRIPTION
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
4.00
ACCEL
+6.00
RETENTION
0.0%
PEAK 2026-10-10 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
37
FOLLOWERS
0
OWNER ★
368
Engagement Signals
FORKS
28
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
Nour-Br/Kalshi-crypto-15m-trading-bot собрал 12 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 37. Это даёт surprise-индекс 0.0521 (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 17% OF 8679 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8679 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 17%
VELOCITY4.005.67-1.67ABOVE 31%
RETENTION0.0%42.4%-42.4 PPABOVE 0%
FORKS28334-306ABOVE 14%
SURPRISE0.050.00+0.05ABOVE 88%