FINDING #4702 · UNIT ID 1131970897
TickDB/tickdb-unified-realtime-marketdata-api
TickDB: AI-native real time stock API and market data API for US stocks, HK stocks, A-shares, forex, crypto, indices and commodities. Skill, CLI, MCP, REST API and WebSocket. AI 原生实时股票 API 与金融行情数据 API，支持美股、港股、A 股、外汇、加密货币、指数和大宗商品。
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.04
ACCEL
+0.02
RETENTION
44.4%
PEAK 2026-04-21 · FORK-RETENTION 0.0% · 548 STARS / WINDOW
Author Audience
AUDIENCE
71
FOLLOWERS
15
OWNER ★
559
Engagement Signals
FORKS
6
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 548 / 548 (DIVERSITY 1.00)
Why This Is A Finding
TickDB/tickdb-unified-realtime-marketdata-api собрал 548 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 71. Это даёт surprise-индекс 0.0275 (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 21% 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 21%
VELOCITY3.043.29-0.25ABOVE 47%
RETENTION44.4%11.3%+33.1 PPABOVE 96%
FORKS699-93ABOVE 1%
SURPRISE0.030.01+0.02ABOVE 88%