By davidromeo
AI-assisted analysis for Option Omega backtests and options trading portfolios. Strategy health checks, exit optimization, regime analysis, walk-forward testing, and more. Includes MCP server with 50+ tools.
Performance comparison for trading strategies. Compare backtest vs actual results, strategy vs strategy metrics, block vs block, or period vs period performance. Use when exploring differences between theoretical and live execution, understanding how two strategies relate, or analyzing performance across time periods.
Double calendar health check and optimization. Analyzes a DC strategy's performance, exit attribution, VIX regime fit, S/L ratio impact, edge decay, and predictive fields. Loads the strategy profile for context. Use when evaluating, diagnosing, or tuning a double calendar backtest, or when the user mentions "DC analysis", "calendar analysis", or "analyze my DC".
Strategy health check for trading backtests. Analyzes performance metrics, runs stress tests, and surfaces risk indicators. Use when evaluating a strategy's historical performance and stress characteristics.
Import and set up market data for TradeBlocks analysis. Guides through importing daily OHLCV, VIX term structure, and intraday option bars from API, CSV, or DuckDB sources. Use when market data is missing, regime analysis shows no matches, replay returns empty paths, or enrich_trades shows warnings.
Parameter exploration for trading backtests. Analyzes trade data to find patterns across parameters like time of day, DTE, delta ranges, and market conditions. Use when exploring which parameters performed differently or understanding strategy behavior across conditions.
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Agent skills for analyzing Option Omega backtests and options trading portfolios. Works with Claude Code, Claude.ai, and other Agent Skills-compatible tools.
Requires the TradeBlocks MCP server to be running.
Guided workflows that chain TradeBlocks MCP tools together for common analysis tasks:
| Skill | What it does |
|---|---|
dc-analysis | Double calendar health check — exit attribution, S/L ratio analysis, VIX regime fit, edge decay, curve fit detection |
health-check | Strategy health check — core metrics, Monte Carlo stress testing, position sizing |
wfa | Walk-forward analysis — test parameter robustness across rolling time windows |
optimize | Parameter exploration — sweep entry time, DTE, delta, VIX, and other fields to find patterns |
portfolio | Portfolio analysis — correlation, diversification, marginal contribution |
risk | Risk assessment — tail dependence, drawdown attribution, stress scenarios |
compare | Strategy comparison — side-by-side metrics across blocks |
market-data | Market data setup — import daily OHLCV, VIX context, and intraday option bars from API, CSV, or DuckDB |
First, add the marketplace:
/plugin marketplace add davidromeo/tradeblocks-skills
Then install the plugin:
/plugin install tradeblocks@tradeblocks-skills
Copy any skill folder into your .claude/skills/ directory:
cp -r skills/dc-analysis ~/.claude/skills/
MASSIVE_API_KEY for automatic intraday data fetching during trade replayOnce installed, skills are available via /tradeblocks:<skill> or Claude will invoke them automatically when relevant.
/tradeblocks:dc-analysis
The DC analysis skill will ask which block to analyze, load the strategy profile, and run through exit attribution, regime performance, predictive fields, edge decay, and curve fit detection.
Option Omega CSV --> import_csv --> DuckDB --> Tools --> Skills --> Analysis
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Market data (daily/intraday)
via import_from_api or import_market_csv
npx claudepluginhub davidromeo/tradeblocks-skills --plugin tradeblocksBacktest trading strategies with historical data, performance metrics, and risk analysis
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