memory_data/skills/debug-systematically/SKILL.md
Use this skill when diagnosing a bug, unexpected behavior, test failure, or any situation where code does not behave as expected. Follow a structured debugging process instead of randomly changing code.
npx skillsauth add aiming-lab/metaclaw debug-systematicallyInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Process:
Useful tools: print/logging, pdb/ipdb, unit tests, git bisect.
Anti-patterns:
development
Use this skill when creating charts, plots, or dashboards. Choose the visualization type that best communicates the data relationship before writing any plotting code.
testing
Use this skill before taking any action that is hard to reverse — deleting files, overwriting data, sending messages, pushing to remote, modifying production systems. Always pause, state what you are about to do, and confirm before executing.
research
Use this skill when you are not sure about a fact, have outdated knowledge, or the question is contested. Explicitly communicate the level of confidence instead of asserting uncertain things as fact.
tools
Use this skill when deciding which tools to call in an agentic workflow. Always choose the minimal, most direct tool for each step and avoid redundant or speculative tool calls.