feature-verifier

What problem does it solve?

This Skill automates the diagnosis of test failures during the verification phase, providing immediate root cause analysis and suggesting specific code fixes. This dramatically reduces debugging time, allowing AI agents to self-correct and iterate faster, or clearly escalate when human intervention is truly needed, saving developer effort.

Core Features & Use Cases

• Automated Failure Diagnosis: Pinpoints the exact reason for test failures, such as missing imports, logic errors, or incorrect parameter usage.
• Recoverability Assessment: Determines if a fix can be automatically applied by a Coder agent or if the issue requires human oversight due to architectural or environmental problems.
• Actionable Fix Suggestions: Provides precise code changes and identifies affected files to resolve recoverable issues, enabling quick resolution.
• Use Case: A newly implemented feature fails its tests. This Skill analyzes the test output, identifies an AssertionError due to incorrect logic in an add function, and suggests changing return a - b to return a + b, enabling an automatic retry and successful verification.

Quick Start

Analyze the provided test output from a failed verification run and suggest specific code changes needed to fix the issue.