ai-fluency-planning
Skill0 starsChanged 7 months agoNo licenceView on GitHub
Runs a structured pre-execution planning session using the AI Fluency 4D Framework (Delegation, Description, Discernment, Diligence) and produces a markdown AI Project Brief the user can reference throughout their work. Use this skill whenever the user is about to start a project or task and wants to set up effective AI collaboration before diving in. Trigger on phrases like: "help me plan this with AI", "I want to set up a project", "help me figure out how to use Claude for this", "let's plan before we start", "how should I approach this task with AI?", "help me write a good prompt for this project", "set up an AI brief", or any time the user describes a project they haven't started yet and wants structured guidance. Also use this when the user types /ai-fluency-planning. Do NOT use for tasks already in progress, simple single-step requests, or when the user just wants a quick answer.
In this repository17 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
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The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 5 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈5
Distinctive · estimate
This author's own choices. Worth a look.
0
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 350,495 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?
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Your trail
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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.

