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arfar-xarfar-x/agent-skills/skills/learn-fast/SKILL.md

learn-fast

Skill13 starsChanged 21 days agoNo licenceView on GitHub

Explains a topic as a compressed mental model rather than an information dump. Selects the highest-leverage concepts, makes mechanisms and causal structure explicit, anchors new ideas to what the user already knows, uses prediction and retrieval when they add learning value, corrects the most consequential misconception, and expands depth one branch at a time. Use when the user asks to understand, learn, or be taught something ("explain X", "how does X work", "why does X happen", "teach me X", "I keep mixing up X and Y"), not for task execution, lookups, code changes, recommendations, or verdicts.

We split this skill into the rules it gives an agent

15 rules. About 0 are common, 14 are distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈14

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

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