Analyze code changes and run affected tests via import dependency mapping.
npx skills add https://github.com/rysweet/RustyClawd --skill smart-test
Please help me install this Agent Skill. Skill: smart-test Source: https://github.com/rysweet/RustyClawd/tree/main/.claude/skills/smart-test Command: npx skills add https://github.com/rysweet/RustyClawd --skill smart-test
This Skill drastically reduces the time spent waiting for tests to run by intelligently selecting only the tests affected by your code changes, optimizing your development feedback loop.
Ask what tests to run for your current code changes.
High-intent search queries and answers about installing and using this skill.
Run only affected pytest tests by analyzing code changes and mapping import dependencies to select relevant test suites. This intelligent test selection reduces development feedback loop times by skipping unrelated tests.
Speed up pytest execution in CI by implementing a tiered testing strategy with fast, impacted, and full suite runs. This approach prioritizes stable tests and reduces overall CI times by excluding flaky tests from fast runs.
Import dependency mapping for selecting impacted tests works by analyzing code changes to identify affected modules. It tracks test reliability to prioritize stable tests, ensuring accurate and fast feedback during development.
Yes, you need git and pytest to use this automated test selection strategy. The Skill requires git to analyze code changes and pytest to execute the selected impacted tests, forming the foundation of its dependency mapping.
Yes, you can exclude flaky tests from fast pytest runs using reliability tracking. The Skill monitors test stability over time, automatically excluding unreliable tests from quick tiered runs to ensure consistent and stable feedback.
Use tiered testing strategies instead of the full test suite before committing code or during development. Choose fast runs under one minute for quick checks, impacted runs under five minutes for moderate changes, and full suite for final validation.
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