FINDING #8126 · 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)
17% 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
4.10
ACCEL
-0.12
RETENTION
29.9%
PEAK 2026-08-06 · FORK-RETENTION 16.7% · 123 STARS / WINDOW
Author Audience
AUDIENCE
91
FOLLOWERS
18
OWNER ★
734
Engagement Signals
FORKS
12
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 123 / 123 (DIVERSITY 1.00)
Why This Is A Finding
TickDB/tickdb-unified-realtime-marketdata-api собрал 123 звёзд за окно, тогда как у автора всего 18 подписчиков — эффективная аудитория ≈ 91. Это даёт surprise-индекс 0.0312 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 16.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 15% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY4.103.63+0.47ABOVE 55%
RETENTION29.9%25.0%+4.9 PPABOVE 60%
FORKS12117-105ABOVE 10%
SURPRISE0.030.01+0.02ABOVE 83%