debug-loop

What problem does it solve?

This Skill automates the process of debugging by systematically forming and testing hypotheses against real-world command execution, eliminating guesswork and ensuring root causes are confirmed before fixes are applied.

Core Features & Use Cases

• Hypothesis-Driven Debugging: Iteratively tests specific theories about a bug's cause.
• Real Command Execution: Directly runs commands against the actual environment, not simulations.
• Phased Approach: Follows a structured workflow from reproduction to verification and regression testing.
• Use Case: When a script fails unexpectedly, this Skill can automatically attempt to reproduce the error, hypothesize about the cause (e.g., incorrect table names, dependency version conflicts), test these hypotheses with real commands, and then apply and verify a fix.

Quick Start

Use the debug-loop skill to debug the issue where the data export command returns incorrect values, starting with the symptom 'incorrect values in data export'.