FINDING #5088 · 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)
66% 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
4.08
ACCEL
+0.00
RETENTION
44.4%
PEAK 2026-04-21 · FORK-RETENTION 0.0% · 367 STARS / WINDOW
Author Audience
AUDIENCE
71
FOLLOWERS
15
OWNER ★
559
Engagement Signals
FORKS
6
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 367 / 367 (DIVERSITY 1.00)
Why This Is A Finding
TickDB/tickdb-unified-realtime-marketdata-api собрал 367 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 71. Это даёт surprise-индекс 0.0368 (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 20% 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 20%
VELOCITY4.083.99+0.08ABOVE 51%
RETENTION44.4%17.1%+27.3 PPABOVE 93%
FORKS690-83ABOVE 2%
SURPRISE0.040.01+0.02ABOVE 85%