Which bug categories does it support?

It includes specialized playbooks for build failures, runtime exceptions, test failures, regressions, type errors, flaky tests, silent failures, performance regressions, and environment/config issues.

Does it leave a mess of logs in my codebase?

The skill follows a strict cleanup discipline. It automatically removes temporary logging and instrumentation from your source files before delivering its findings, though it keeps reproduction scripts for your reference.

What is the difference between Supervised and Delegated mode?

Supervised mode requires user approval for any diagnostic mutations like adding logs or test files. Delegated mode allows the skill to iterate freely within approved action classes, typically used in containerized environments.

Does this skill fix the code automatically?

No. This skill strictly identifies the root cause and recommends a strategy. It does not modify production code, ensuring that the diagnosis is accurate before any fix is applied by the user or an implementation skill.

Systematic Debugger

Name: Systematic Debugger
Author: inkeep

byinkeep

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Security & Testing

Diagnoses root causes of software defects through a rigorous 5-phase investigation process without implementing code changes.

The Systematic Debugger skill transforms Claude into a specialized diagnostic agent that identifies the root cause of local development issues. It follows a strict 5-phase workflow—Triage, Reproduce & Comprehend, Investigate, Classify, and Report & Recommend—to ensure every bug is fully understood before a resolution is suggested. By maintaining an absolute boundary between diagnosis and implementation, it prevents shallow 'guess-and-check' fixes, providing developers with high-confidence reports and reproduction scripts that can be handed off to other tools or humans for final resolution.

Key Features

01Built-in triage playbooks for regressions, flakes, and runtime crashes

02Dual autonomy modes: Supervised and Delegated for container environments

032 GitHub stars

04Rigorous 5-phase diagnostic workflow from triage to final report

05Absolute 'No-Fix' boundary to ensure deep root cause analysis

06Automated cleanup of diagnostic logging and temporary artifacts

Use Cases

01Identifying the root cause of flaky test failures in local or CI environments

02Debugging environmental configuration issues versus actual code regressions

03Tracing complex runtime exceptions across multiple files and service boundaries

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add inkeep/team-skills debug

For use in Claude.ai and ChatGPT

Download Skill