generate-snapshot Skill
Generate a codebase health snapshot for technical debt tracking and planning. Analyzes git history, code complexity, debt markers, and dependencies to identify hotspots and refactoring priorities. Published by microsoft in vscode-python-environments.
What is generate-snapshot Skill?
Generate a codebase health snapshot for technical debt tracking and planning. Analyzes git history, code complexity, debt markers, and dependencies to identify hotspots and refactoring priorities. Published by microsoft in vscode-python-environments. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Data analysis
- Data analysis use cases
Technical details
- Install or run with Copy skill directory
When to use generate-snapshot Skill
- Use it for data analysis.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/vscode-python-environments
- Skill file: .github/skills/generate-snapshot/SKILL.md
What it does
Generate a codebase health snapshot for technical debt tracking and planning. Analyzes git history, code complexity, debt markers, and dependencies to identify hotspots and refactoring priorities.
Skill instructions
Generate Codebase Snapshot This skill generates a comprehensive code health snapshot using the analysis modules in analysis/. When to Use - During planning phase to identify work items - To find refactoring hotspots (high churn + high complexity) - To track technical debt over time - Before major releases to assess code health - To identify knowledge silos (bus factor risks) How to Generate powershell From repository root python -m analysis.snapshot --output analysis-snapshot.json Add --pretty flag to also print the JSON to stdout. Note: The snapshot is written to the repository root (analysis-snapshot.json). This path is ignored by .gitignore. Snapshot Structure The snapshot contains these sections: summary - High-level metrics dashboard - fileswithchanges: Number of files with git changes - totalchurn: Total lines added + deleted - highcomplexityfiles: Count of files with high complexity - todocount, fixmecount: Debt marker counts - circulardependencycount: Architectural issues - sin
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Frequently asked questions
What is generate-snapshot?
generate-snapshot is a open-source AI agent skill with Copy skill directory. Generate a codebase health snapshot for technical debt tracking and planning. Analyzes git history, code complexity, debt markers, and dependencies to identify hotspots and refactoring priorities.
Who is generate-snapshot best for?
generate-snapshot is best for reusing agent instructions, scripts, and references, data analysis workflows.
How do I install generate-snapshot?
Install or run generate-snapshot using Copy skill directory. Check generate-snapshot for the latest setup command.
Is generate-snapshot actively maintained?
generate-snapshot may need a closer maintenance check before production use.
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