script-bugfix
Debug and fix complex scripts by isolating side effects, extracting core logic into a controlled environment, validating behavior there, then reintegrating with minimal changes. Use this when scripts lack unit tests and are hard to reason about due to IO, environment, or orchestration complexity.
When & Why to Use This Skill
This Claude skill provides a systematic methodology for debugging and fixing complex scripts by isolating side effects and extracting core logic into controlled environments. It is specifically designed to handle legacy code, shell scripts, and automation tools that lack unit tests, allowing developers to resolve issues deterministically while minimizing the risk of unintended system changes during reintegration.
Use Cases
- Debugging legacy shell scripts: Isolate complex logic from filesystem and network side effects to reproduce and fix bugs in a controlled, mock-based environment without affecting the live system.
- Fixing CI/CD pipeline logic: Extract orchestration logic from environment-dependent scripts to validate behavior and fix errors without triggering actual deployments or infrastructure mutations.
- Troubleshooting side-effect-heavy automation: Resolve bugs in scripts that depend on external command outputs or specific timing by creating a deterministic local environment for logic validation.
- Refactoring hard-to-test scripts: Use the isolation method to identify the core logic slice of a script, making it easier to reason about and fix before reintegrating it with minimal changes.
| name | script-bugfix |
|---|---|
| description | Debug and fix complex scripts by isolating side effects, extracting core logic into a controlled environment, validating behavior there, then reintegrating with minimal changes. Use this when scripts lack unit tests and are hard to reason about due to IO, environment, or orchestration complexity. |
This skill guides safe and effective bug fixing in complex, side-effect-heavy scripts (especially shell scripts) by reducing cognitive load and state space before attempting a fix.
The goal is not to refactor the whole system, but to locate the root cause by temporarily transforming the problem into a no-side-effect form.
Core Principle
Isolate side effects → Fix core logic → Minimize integration
Treat debugging as a process of complexity reduction, not trial-and-error.
When to Use
Use this skill when:
- The script performs IO, calls external commands, mutates environment, or depends on timing.
- There is little or no unit test coverage.
- Bugs are hard to reproduce or reason about in the full system.
- Only a specific logic slice actually needs fixing.
Method
First, identify the core logic that likely contains the bug. This is the part that transforms inputs into decisions or outputs, not the part that touches the outside world.
Next, isolate side effects:
- Do not debug inside the live system.
- Create a local, controlled environment (e.g. an internal folder) where side effects are replaced with mocks, stubs, or fixed inputs.
- Make behavior deterministic and repeatable.
Then, extract the logic:
- Move or reimplement the core logic so it can run without real filesystem, network, time, or external commands.
- Pass all dependencies explicitly instead of reading global state.
Now, debug and fix:
- Reproduce the bug inside the controlled environment.
- Fix the logic where inputs and outputs are clear.
- Validate correctness through repeated runs, not intuition.
Finally, reintegrate minimally:
- Bring the fixed logic back into the original script.
- Change as little orchestration code as possible.
- Avoid unrelated refactors during integration.
Debugging Mindset
- Reduce the problem’s state space before reasoning.
- Prefer controlled experiments over live-system probing.
- Treat side effects as noise until logic is proven correct.
- Aim for local certainty before global confidence.
This skill prioritizes root cause clarity over speed, and determinism over cleverness.