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AI Model Team

AI Model Team - Multi-model prediction system (Kronos + Chronos-2 + TimesFM + VADER) for OKX crypto and US stocks. Features error handling, retry logic, HTTP caching, unit tests, and correct data source routing (OKX for crypto, Yahoo Finance for stocks).

Audits

Suspicious
ClawScanSuspicious

Agentic behavior and permission review.

Static analysisPass

Pattern checks against bundled files.

VirusTotalAdvisory

Multi-engine malware detections and file reputation.

Install

openclaw skills install ai-model-team

AI Model Team

Multi-model collaborative prediction system: Kronos + Chronos-2 + TimesFM + VADER FinBERT

Models

  • Kronos-base: K-line specialist (NeoQuasar)
  • Chronos-2: Macro cycle prediction (Amazon)
  • TimesFM-2.5-200M: General time series (Google)
  • VADER FinBERT: Financial sentiment (<1s load)

Supported Assets

TypeExamplesData Source
CryptoBTC, ETH, SOLOKX API
US StocksNVDA, AAPL, MSFTYahoo Finance

Usage

# 4-model analysis
python scripts/model_team.py BTC-USDT-SWAP --models kronos,chronos-2,timesfm,finbert

# Run tests
python -m pytest tests/ -v

Robustness

  • Full error handling (Kronos, Chronos, TimesFM)
  • Reddit API retry (3 retries, 429 handling)
  • HTTP caching (lru_cache, 60s TTL)
  • Yahoo Finance for US stocks
  • Unit tests (pytest, 9 tests)