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x2strategy - Turn research documents into backtested strategies

Parses finance research inputs, extracts strategy specifications, generates Backtrader code, runs backtests, and produces diagnosis reports.

Tags

Updated: 2026-10-01
quantitative financepaper parsingstrategy extractioncode generationbacktesting

Capabilities

Parse research documentsExtract strategy specificationsGenerate Backtrader codeValidate generated code

Typical Inputs

PDF, Markdown, DOCX, or TXT filesSearch queriesUser instructions and constraints

Typical Outputs

Structured strategy specificationsBacktrader source codeBacktest results

What this skill does

  • Parse research documents
  • Extract strategy specifications
  • Generate Backtrader code
  • Validate generated code
  • Run strategy backtests
  • Diagnose backtest results
  • Search quantitative finance papers

Inputs

  • PDF, Markdown, DOCX, or TXT files
  • Search queries
  • User instructions and constraints
  • Reference files
  • LLM API key

Outputs

  • Structured strategy specifications
  • Backtrader source code
  • Backtest results
  • Diagnosis reports
  • Strategy comparisons
  • Progress and error status messages

Requirements

  • Python environment
  • uv or pip package installation
  • LLM API key
  • Required document-processing dependencies
  • Backtrader support

Source

  • Spec: SKILL.md

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