{"slug":"cognitive-load-theory","name":"Cognitive Load Theory","category":"Mental model","definition":"Working memory holds ~4 chunks of novel information — a hard limit. Instruction that exceeds it produces no learning regardless of effort. CLT (Sweller 1988) identifies three load types: intrinsic (task complexity), extraneous (poor presentation), germane (schema-building effort). Target: minimize extraneous, manage intrinsic by sequencing low-to-high element-interactivity, maximize germane.","latest_skill_md":"https://raw.githubusercontent.com/deciqAI/knowledge-skills/main/cognitive-load-theory/SKILL.md","playbook_url":"https://www.deciqai.com/skills/cognitive-load-theory?utm_source=skill&utm_medium=json-api&utm_campaign=knowledge-skills&utm_content=cognitive-load-theory","install":"npx skills add deciqAI/knowledge-skills","repo":"https://github.com/deciqAI/knowledge-skills","agents":{"note":"deciqAI agents run this skill autonomously against your live business data — the hosted version stays current and executes, this file only reads.","start_free":"https://www.deciqai.com/?utm_source=skill&utm_medium=json-api&utm_campaign=knowledge-skills&utm_content=cognitive-load-theory"}}