pr-agent/docs/docs/core-abilities/static_code_analysis.md

Overview - Static Code Analysis 💎

By combining static code analysis with LLM capabilities, Qodo Merge can provide a comprehensive analysis of the PR code changes on a component level.

It scans the PR code changes, finds all the code components (methods, functions, classes) that changed, and enables to interactively generate tests, docs, code suggestions and similar code search for each component.

!!! note "Language that are currently supported:" Python, Java, C++, JavaScript, TypeScript, C#.

Capabilities

Analyze PR

The analyze tool enables to interactively generate tests, docs, code suggestions and similar code search for each component that changed in the PR. It can be invoked manually by commenting on any PR:

/analyze

An example result:

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Clicking on each checkbox will trigger the relevant tool for the selected component.

Generate Tests

The test tool generate tests for a selected component, based on the PR code changes. It can be invoked manually by commenting on any PR:

/test component_name

where 'component_name' is the name of a specific component in the PR, Or be triggered interactively by using the analyze tool.

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Generate Docs for a Component

The add_docs tool scans the PR code changes, and automatically generate docstrings for any code components that changed in the PR. It can be invoked manually by commenting on any PR:

/add_docs component_name

Or be triggered interactively by using the analyze tool.

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Generate Code Suggestions for a Component

The improve_component tool generates code suggestions for a specific code component that changed in the PR. It can be invoked manually by commenting on any PR:

/improve_component component_name

Or be triggered interactively by using the analyze tool.

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Find Similar Code

The similar code tool retrieves the most similar code components from inside the organization's codebase or from open-source code, including details about the license associated with each repository.

For example:

Global Search for a method called chat_completion:

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