memory_data/skills/avoid-scope-creep/SKILL.md
Common mistake — doing unrequested work (refactoring, adding extra features, cleaning up style) when the user asked for a specific, targeted change. Only change what was explicitly asked.
npx skillsauth add aiming-lab/metaclaw avoid-scope-creepInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Mistake pattern: User asks to fix a specific bug → you also refactor the function, rename variables, add docstrings, and restructure the file → harder to review, introduces new risk.
Rule: Only change what was asked. If you notice other issues while working, mention them as a note rather than silently fixing them.
Exception: If a requested change is impossible without fixing a directly blocking dependency, fix the minimum required dependency and explain why.
Anti-pattern: while I'm here, I also improved... without being asked.
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Use this skill when you are not sure about a fact, have outdated knowledge, or the question is contested.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.