getting_started_with_claude_agent_sdk

Benchmark a stock against sector averages and assess its market position, share, and competitive advantages. Use when you need to understand a company's competitive landscape, peer ranking, or sector standing.

Calculate fundamental financial metrics (P/E, ROE, profit margin, market cap) and assess valuation as overvalued, fairly valued, or undervalued. Use when you need deep financial analysis of a company's fundamentals.

Analyze the sentiment of financial news and aggregate coverage into key themes. Use when you need to assess market sentiment, gauge media coverage, or decide whether news about a stock is bullish, bearish, or neutral.

Assemble a complete interactive HTML dashboard (Chart.js) from a JSON config. Use AFTER research is complete to render summary cards, sections, and charts into a single shareable report file.

Compare performance of multiple stocks side-by-side. Use when the user asks to "compare", "contrast", "which is better", or analyze "multiple stocks" together. Calculates returns, volatility, and correlations.

Analyze investment risk metrics for stocks including volatility, beta, VaR, and downside risk. Use when the user asks about "risk", "volatility", "how safe", "beta", or wants to understand risk profile.

Fetch and analyze historical stock data for any ticker symbol. Use when the user asks to "look up", "fetch", "get data for", or "analyze" a specific stock ticker. Retrieves price history, volume, and basic statistics.

Design professional investment dashboards with clear visualizations and consistent styling. Use when creating HTML dashboards or reports.