Smart Test Fixing FAQs

Question 1

Does this skill support specific testing frameworks?

Accepted Answer

While it is configured to use tools like pytest and uv, its systematic approach to grouping and prioritizing errors is applicable to any standardized testing environment.

Question 2

How does the Smart Test Fixing skill group errors?

Accepted Answer

The skill analyzes test output to group failures by error type (e.g., ImportError), specific modules, or shared root causes, allowing Claude to fix multiple tests with a single targeted change.

Question 3

How does Claude verify that the fixes didn't break anything else?

Accepted Answer

The skill follows a strict verification process: first running a subset of tests for the specific group being fixed, followed by a full suite run (e.g., make test) to ensure no regressions occurred.

Question 4

Can I use this skill for CI/CD failures?

Accepted Answer

Yes, it is specifically designed to handle scenarios where a test suite is reported as broken, making it ideal for resolving failures identified during continuous integration.

Question 5

Why does it fix infrastructure errors first?

Accepted Answer

Fixing infrastructure issues like dependencies and configurations first ensures the test environment is stable, preventing false positives and making it easier to identify genuine logic bugs.

Smart Test Fixing

主要功能

使用场景

Smart Test Fixing

主要功能

使用场景