What problem does it solve?
Debugging shell scripts and one-liners can be error-prone and time-consuming. This skill provides a structured workflow to reproduce, isolate, observe, fix, and verify issues efficiently.
Core Features & Use Cases
- Reproducible workflows: Step-by-step guidance to reproduce issues with minimal inputs.
- Isolation and observation: Techniques to split pipelines and visualize outputs for precise fault localization.
- Kaizen handoff: Clear criteria for transferring recurring issues to a kaizen process.
- Targeted debugging strategies: Quoting/expansion issues, tmux automation scripts, and CI/git hooks are covered.
- Use Case: A failing shell pipeline with multiple filters (awk, sed, grep) can be diagnosed quickly using staged outputs and minimal reproducible inputs.
Quick Start
Follow the steps in SKILL.md to reproduce and diagnose a shell script issue. Start by confirming the environment, then provide a minimal reproducible example to the AI, and iterate through the stages of reproduction, isolation, observation, fixing, and verification.