research

What problem does it solve?

This Skill provides a structured approach to debugging complex systems, enabling teams to identify root causes and prevent recurring incidents.

Core Features & Use Cases

• Evidence collection: captures logs, diffs, and changes to build a clear timeline.
• Hypothesis-driven analysis: generates testable explanations and prioritizes investigative steps.
• Reproducibility & verification: documents local reproduction steps and ground truth checks to validate fixes.
• Workflow guidance: offers step-by-step methods for incident response, unfamiliar code exploration, and architecture decisions.

Quick Start

Use this skill when you encounter a persistent bug or unfamiliar codebase and follow the workflow to collect evidence, formulate hypotheses, read primary sources, reproduce locally, and validate results.