parallel-debugging
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.
Security Assessment
About parallel-debugging
The parallel-debugging skill is a framework designed to assist in debugging complex software issues by using the Analysis of Competing Hypotheses (ACH) methodology. This skill allows users to systematically investigate bugs that have multiple potential root causes, performing thorough root cause analysis across competing hypotheses. The goal is to avoid common pitfalls like confirmation bias and to streamline the debugging process, especially in scenarios where the issue spans multiple components, modules, or systems, and initial attempts have not been successful in identifying the source of the problem.
FAQ
When should I use the parallel-debugging skill?
Use the parallel-debugging skill when you are facing a bug with multiple plausible root causes, need to perform a systematic root cause analysis, or are dealing with issues that span multiple modules or components.
What types of evidence are considered when using parallel-debugging?
The skill considers several types of evidence, including direct evidence (strong), correlational evidence (medium), testimonial evidence (weak), and absence of expected behaviors (variable). Each type has a different level of strength and contributes to the confidence in a hypothesis.
Can I integrate parallel-debugging with other debugging tools?
The parallel-debugging skill provides a methodology and framework for analysis and evidence collection, but it does not specify integration with other debugging tools. You can use it alongside other tools as part of your investigation process.
Does the parallel-debugging skill work in all programming languages?
The skill is language-agnostic and can be applied to any programming environment, provided you can generate hypotheses, collect evidence, and arbitrate results as per the methodology outlined in the skill.
Install parallel-debugging
Quick Setup:
- Copy the skill folder to
.claude/skills/ - Claude will automatically detect and use the skill
Repository
wshobson/agents