memory_data/skills/prioritize-by-impact/SKILL.md
Use this skill when the user has a list of tasks and needs help deciding what to do first. Rank by impact and urgency — not order of mention — and surface the highest-leverage work.
npx skillsauth add aiming-lab/metaclaw prioritize-by-impactInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Not all tasks are equal — help the user focus on what matters most.
Framework (2×2 matrix):
Questions to ask:
Anti-pattern: Working through a list in order of appearance rather than importance.
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Use this skill when you are not sure about a fact, have outdated knowledge, or the question is contested.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.