t
What is it?
A skill for detecting failing tests and proposing targeted patches or fixes. It analyzes test failures, identifies root causes, and generates minimal code changes to make tests pass. Designed for rapid test stabilization in continuous integration pipelines and development workflows.
How to use it?
When tests fail, the skill:
- Analyzes test output to identify which tests failed and why
- Traces failures back to the source code that caused them
- Generates minimal, focused patches to fix the failing tests
- Verifies that proposed fixes don't break other tests
The skill distinguishes between test bugs (fix the test) and code bugs (fix the implementation), ensuring the right thing gets fixed.
Key Features
- Automatic test failure analysis and root cause identification
- Minimal patch generation targeting specific failing tests
- Distinction between test bugs and implementation bugs
- Cross-test impact analysis to prevent regression
- Integration with CI/CD pipelines for automated fix proposals
- Support for multiple testing frameworks and languages
- Systematic debugging workflow with verification steps
Related Skills
More from Developer Toolsgit-pushing
Automate git operations and repository interactions
350mhattingpete
Developer Tools
Productivity
review-implementing
Evaluate code implementation plans and align with specs
350mhattingpete
Developer Tools
Productivity
Google Sheets CLI
Google Sheets CLI automation
41gmickel
Developer Tools
Productivity