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Systematic debugging

Skill DYAI2025/Plumbline/config/claude/skills/systematic-debugging

Plumbline — a self-learning, customer-value-governed agile AI agent team for Claude Code. 87 subagents + skills, TDD defense-in-depth gates, Kaizen retros, a four-body adversarial council, and an empirically benchmarked QA harness. Does it hang true?

Install
npx -y skills add DYAI2025/Plumbline --skill systematic-debugging

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
  • 6 stars6 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Use when a verification gate fails and the next fix needs reproducible diagnosis instead of speculative patching.

SKILL.md

0.5 KB, 80 tokens by cl100k_base, as published. Nobody here has run it

Systematic Debugging

Loop

  1. Reproduce the failure with the smallest exact command.
  2. Capture expected vs actual behavior.
  3. Form one hypothesis at a time.
  4. Add instrumentation or a focused test to falsify it.
  5. Apply the smallest fix, then rerun the failing command and the relevant regression suite.

Never batch unrelated fixes in one debugging loop.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.