Market Tracker Skill
This skill helps you fetch latest quotes and historical series for: - Stocks / ETFs / Indices (e.g., AAPL, MSFT, ^GSPC, VOO) - FX pairs (e.g., USD/ZAR, EURUSD, GBP-JPY) - Crypto tickers supported by the chosen provider (best-effort)
It is optimized for: - fast “what’s the price now?” queries - lightweight tracking with a local watchlist - caching to avoid rate-limits
When to use
Use this skill when the user asks: - “What’s the latest price of __?” - “Track __ and ___ and show me daily changes.” - “Give me a 30-day series for ___.” - “Convert USD to ZAR (or track USD/ZAR).” - “Maintain a watchlist and summarize performance.”
Provider strategy (important)
- Stocks/ETFs/indices default: Yahoo Finance via
yfinance(no key, broad coverage), but it is unofficial and can rate-limit. - FX default: ExchangeRate-API Open Access endpoint (no key, daily update).
- If the user needs high-frequency or many symbols, recommend adding a paid provider later.
See providers.md for details and symbol formats.
Quick start (how you run it)
These scripts are intended to be run from a terminal. The agent should: 1) ensure dependencies installed 2) run the scripts 3) summarize results cleanly
Install:
- python -m venv .venv && source .venv/bin/activate (or Windows equivalent)
- pip install -r requirements.txt
Commands
1) Latest quote (stock/ETF/index)
Examples:
- python scripts/market_quote.py AAPL
- python scripts/market_quote.py ^GSPC
- python scripts/market_quote.py VOO
2) Latest FX rate
Examples:
- python scripts/market_quote.py USD/ZAR
- python scripts/market_quote.py EURUSD
- python scripts/market_quote.py GBP-JPY
3) Historical series (CSV to stdout)
Examples:
- python scripts/market_series.py AAPL --days 30
- python scripts/market_series.py USD/ZAR --days 30
4) Watchlist summary (local file)
- Add tickers:
python scripts/market_watchlist.py add AAPL MSFT USD/ZAR - Remove:
python scripts/market_watchlist.py remove MSFT - Show summary:
python scripts/market_watchlist.py summary
Output expectations (what you should return to the user)
- For quotes: price, change %, timestamp/source, and any caveats (like “FX updates daily”).
- For series: confirm date range, number of points, and show a small preview (first/last few rows).
- If rate-limited: explain what happened and retry with backoff OR advise to reduce frequency.
Safety / correctness
- Never claim “real-time” unless the provider is truly real-time. FX open access updates daily.
- Always cache responses and throttle repeated calls.
- If Yahoo blocks requests, propose a paid provider or increase cache TTL.