How does this skill improve the debugging process?

It enforces a systematic workflow that prevents skipping critical steps like input verification and strategic instrumentation, leading to faster root cause identification.

When does the skill trigger an escalation?

Escalation occurs when the automated diagnostic steps do not lead to an immediate fix, ensuring the human developer receives a structured brief to take over.

Is this skill limited to a specific programming language?

No, the debugging logic is language-agnostic and uses universal techniques like stack walking and logging applicable to any software environment.

Can this skill link directly to GitHub?

Yes, if a failure relates to work tracked in an issue, the skill can format and post the debug report as a comment on that specific GitHub issue.

What information is included in a generated debug report?

Reports include the test name, full error messages, stack traces, specific inputs passed, observed vs. expected values, and detailed developer observations.

Systematic Test Debugger

Name: Systematic Test Debugger
Author: ayazhankadessova

byayazhankadessova

0•

Seguridad y Pruebas

Diagnoses failing tests through a structured workflow of stack tracing, input verification, and comprehensive reporting.

The Debug Report skill provides a rigorous, step-by-step methodology for troubleshooting failing tests within the Claude Code environment. It guides the AI to trace call stacks, verify inputs, and add temporary instrumentation to pinpoint logic divergences. When a fix isn't immediately obvious, the skill ensures Claude generates a standardized, high-quality debug report—complete with error messages, observed vs. expected values, and context—that can be posted directly to GitHub issues or presented to the developer for efficient escalation.

Características Principales

01Strategic instrumentation using temporary print and log statements

02Direct integration with GitHub issues for persistent bug tracking

03Input verification to confirm data integrity during test execution

040 GitHub stars

05Automated call stack analysis to locate root cause functions

06Standardized reporting of errors, expectations, and observations

Casos de Uso

01Identifying logic regressions during large-scale code refactoring

02Documenting technical debt and bug reports for team-wide collaboration

03Troubleshooting complex unit or integration test failures in CI/CD pipelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ayazhankadessova/essential-skills debug-report

For use in Claude.ai and ChatGPT

Download Skill