FINDING #4898 · UNIT ID 1066504944
HarrierOnChain/Prediction-Markets-Trading-Bot-Toolkits
Production-grade Rust trading bots for prediction markets — Polymarket, Kalshi, Limitless. 10 strategies on one execution core. Predict.fun & 20+ venues on the roadmap.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
83% 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
1.56
ACCEL
+0.01
RETENTION
1.3%
PEAK 2026-04-08 · FORK-RETENTION 0.0% · 281 STARS / WINDOW
Author Audience
AUDIENCE
115
FOLLOWERS
57
OWNER ★
578
Engagement Signals
FORKS
236
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 281 / 281 (DIVERSITY 1.00)
Why This Is A Finding
HarrierOnChain/Prediction-Markets-Trading-Bot-Toolkits собрал 281 звёзд за окно, тогда как у автора всего 57 подписчиков — эффективная аудитория ≈ 115. Это даёт surprise-индекс 0.0101 (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 18% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY1.563.29-1.73ABOVE 3%
RETENTION1.3%11.3%-10.1 PPABOVE 3%
FORKS23699+137ABOVE 74%
SURPRISE0.010.01-0.00ABOVE 49%