FINDING #8551 · UNIT ID 1178543902
komako-workshop/digital-oracle
AI agent skill that answers macro questions — housing, gold, BTC, geopolitics — with probability estimates mined from 13 financial data sources (Polymarket, Kalshi, CFTC, SEC & more). For Claude Code / Cursor / Codex / OpenClaw. | 让 AI Agent 从金融数据中挖掘宏观趋势的数字先知
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
2% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.86
ACCEL
-0.04
RETENTION
70.0%
PEAK 2026-09-19 · FORK-RETENTION 0.0% · 20 STARS / WINDOW
Author Audience
AUDIENCE
161
FOLLOWERS
76
OWNER ★
849
Engagement Signals
FORKS
167
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 20 / 20 (DIVERSITY 1.00)
Why This Is A Finding
komako-workshop/digital-oracle собрал 20 звёзд за окно, тогда как у автора всего 76 подписчиков — эффективная аудитория ≈ 161. Это даёт surprise-индекс 0.0142 (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 12% OF 9770 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9770 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY2.863.57-0.71ABOVE 39%
RETENTION70.0%40.0%+30.0 PPABOVE 89%
FORKS16792+75ABOVE 64%
SURPRISE0.010.01+0.00ABOVE 60%