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Analyze historical downtrend durations and generate interactive HTML histograms showing typical correction lengths by sector and market cap.
Analyze historical price data to identify downtrend periods (peak-to-trough) and build statistical distributions of correction durations. Generate interactive HTML visualizations with histograms segmented by sector and market cap to help traders understand typical recovery timeframes and set realistic expectations for mean reversion strategies.
FMP_API_KEY environment variable or use --api-key)requests, pandas, numpy (standard data analysis stack)Run the analysis script to fetch OHLC data for a universe of stocks and identify downtrend periods.
python3 skills/downtrend-duration-analyzer/scripts/analyze_downtrends.py \
npx skills add tradermonty/claude-trading-skills --skill downtrend-duration-analyzerHow clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
Very clear and well structured, with almost no room for misunderstanding.
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
Highly actionable with clear, concrete steps that an agent can follow directly.