Sweller's Cognitive Load Theory (CLT) for agents writing skill content, designing prompts, building UI/dashboards, and authoring documentation. Working memory holds roughly 4 chunks at a time; CLT classifies load into three types — intrinsic (irreducible task difficulty), extraneous (unnecessary load from poor presentation, ELIMINATE), and germane (load that builds schemas, PROMOTE). Use when writing a SKILL.md body (does this section add extraneous load?), designing prompts (am I asking the model to hold too much at once?), building dashboards (what is the per-screen cognitive budget?), or authoring docs (is intrinsic load minimized via segmentation?). Do NOT use for retrieval and context-loading design (use context-management), prompt engineering tactics (use prompt-craft), or instructional design beyond what grounds the theory.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Sweller's Cognitive Load Theory (CLT) for agents writing skill content, designing prompts, building UI/dashboards, and authoring documentation. Working memory holds roughly 4 chunks at a time; CLT classifies load into three types — intrinsic (irreducible task difficulty), extraneous (unnecessary load from poor presentation, ELIMINATE), and germane (load that builds schemas, PROMOTE). Use when writing a SKILL.md body (does this section add extraneous load?), designing prompts (am I asking the model to hold too much at once?), building dashboards (what is the per-screen cognitive budget?), or authoring docs (is intrinsic load minimized via segmentation?). Do NOT use for retrieval and context-loading design (use context-management), prompt engineering tactics (use prompt-craft), or instructional design beyond what grounds the theory.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Sweller's Cognitive Load Theory (CLT) for agents writing skill content, designing prompts, building UI/dashboards, and authoring documentation. Working memory holds roughly 4 chunks at a time; CLT classifies load into three types — intrinsic (irreducible task difficulty), extraneous (unnecessary load from poor presentation, ELIMINATE), and germane (load that builds schemas, PROMOTE). Use when writing a SKILL.md body (does this section add extraneous load?), designing prompts (am I asking the model to hold too much at once?), building dashboards (what is the per-screen cognitive budget?), or authoring docs (is intrinsic load minimized via segmentation?). Do NOT use for retrieval and context-loading design (use context-management), prompt engineering tactics (use prompt-craft), or instructional design beyond what grounds the theory.
About this listing
Category
General
Reported license
CC-BY-4.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI