Projects

Current experiments and active agent pipelines.

◆ Culture Index Agent

Status: Active | Focus: EUR/USD Forecasts

An OpenClaw agent pipeline that scrapes cultural signals from news, social media, and alternative data sources. It processes these signals into structured features and generates directional forecasts for EUR/USD.


┌─────────────────────────────────────────────────────────┐ │ CULTURE INDEX AGENT │ ├─────────────────────────────────────────────────────────┤ │ │ │ [News API] [Reddit] [Twitter/X] [Google Trends] │ │ │ │ │ │ │ │ └──────────┼───────────┼──────────────┘ │ │ ▼ │ │ ┌────────────┐ │ │ │ SCRAPER │ → Web + API collection │ │ └─────┬──────┘ │ │ ▼ │ │ ┌────────────┐ │ │ │ PROCESS │ → NLP, sentiment, features │ │ └─────┬──────┘ │ │ ▼ │ │ ┌────────────┐ │ │ │ MODEL │ → Signal → Direction │ │ └─────┬──────┘ │ │ ▼ │ │ ┌────────────┐ │ │ │ OUTPUT │ → Forecast + Confidence │ │ └────────────┘ │ │ │ └─────────────────────────────────────────────────────────┘

Future Experiments

◇ Multi-Pair Agent

Expand beyond EUR/USD to include GBP/JPY, AUD/USD, and other liquid pairs. Build a portfolio view.

◇ Sentiment Index

Broader cultural sentiment tracking across asset classes. From currencies to commodities.

◇ Backtest Engine

Historical agent performance testing. Validate signals against decade of data.

◇ Alert System

Real-time notifications when cultural signals shift significantly. Telegram/Discord integration.

Stack

◆ OpenClaw

Agent orchestration and automation on Mac mini.

◆ Cloudflare

Infrastructure, DNS, and edge hosting for vailaplace.com.

◆ Python

Data processing, NLP, and forecasting models.