CtrlK
BlogDocsLog inGet started
Tessl Logo

catalan-adobe/ai-fluency-assessment

Assess your AI fluency using Anthropic's 4D framework (Dakan, Feller & Anthropic, 2025). Scans Claude Code sessions, runs LLM-based behavior classification on all messages, asks a self-assessment questionnaire for 6 unobservable behaviors, and generates a visual HTML report with scores and actionable feedback. Use when "assess fluency", "AI fluency", "fluency report", "fluency assessment", "4D framework", or "how AI fluent am I".

100

Quality

100%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

tile.json

{
  "name": "catalan-adobe/ai-fluency-assessment",
  "version": "0.1.3",
  "private": false,
  "summary": "Assess your AI fluency using Anthropic's 4D framework (Dakan, Feller & Anthropic, 2025). Scans Claude Code sessions, runs LLM-based behavior classification on all messages, asks a self-assessment questionnaire for 6 unobservable behaviors, and generates a visual HTML report with scores and actionable feedback. Use when \"assess fluency\", \"AI fluency\", \"fluency report\", \"fluency assessment\", \"4D framework\", or \"how AI fluent am I\".",
  "skills": {
    "ai-fluency-assessment": {
      "path": "SKILL.md"
    }
  }
}

SKILL.md

tile.json