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How to optimize the effect of contextual understanding when analyzing code using big models?

2025-08-30 1.3 K

Context Optimization Solution

Improving the effectiveness of big models for understanding code context can be done in three ways:

1. Structured inputs

  • Utilize the tool's auto-generated Source Tree to show the project architecture.
  • pass (a bill or inspection etc) --git-log-branch Add version change history
  • utilization --git-diff-branch Contrasting Branch Differences

2. Template customization

Create Handlebars templates (.hbs files) to control the output structure:

  • built-in variable source_tree cap (a poem) files Organizational content
  • Example template:templates/document-the-code.hbs
  • Customized notes can be added to describe key modules

3. Intelligent filtering

  • expense or outlay --include "*.py" Focus on specific languages
  • Cooperative projects .gitignore Automatic exclusion of irrelevant files
  • pass (a bill or inspection etc) --no-ignore Override default filtering rules

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