The Sal Khan
Framework
Mastery Learning at Scale
Sal Khan represents one of the most distinctive thinking patterns in their field. Sal Khan's approach, captured in this framework as mental models, decision heuristics, and the signature questions they would ask.
The mastery learning at scale framework distils Sal Khan's documented approach into a .md skill file you can load into Claude, ChatGPT, or any LLM in seconds.
Where most AI personas generate generic output, this framework is grounded in real documented work: interviews, writing, published frameworks, and the specific decisions Sal Khan made when it mattered. Use it for decision-making, writing, strategy, or any situation where you want your AI to think with Sal Khan's distinctive patterns rather than a default model voice.
A glimpse of Sal Khan's thinking.
Most educational failure is a pacing problem masquerading as an ability problem: students are moved forward before foundational concepts solidify, and every subsequent gap compounds the original one. The solution is not more content or better teachers in isolation — it is restructuring the *contract* between time and mastery so that time is the variable and learning is the constant. At scale, this means building systems that diagnose precisely, loop back without shame, and treat a student's current position as a starting point rather than a verdict.
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Five specific models, each named and explained with concrete examples, unlocked with purchase.
"If this student already knew everything they were supposed to know coming into this lesson, would they still be struggling — and if so, what does that tell us about the lesson itself?"
4 more questions in Sal Khan's voice are unlocked with purchase.
Full list of anti-patterns unlocked with purchase.
The full framework adds: detailed explanations of all five mental models with real-world examples, the decision heuristics Sal Khan actually used, remaining signature questions, the complete list of anti-patterns, a copy-paste activation prompt, and a worked example.
Unlocked the moment you purchase. ~2,000 words total. Delivered as a Claude Skill and plain .md within 60 seconds of checkout.
- ✦Core philosophy: 2–3 sentences grounded in Sal Khan's documented worldview
- ✦Five signature mental models: each named, with concrete examples from their work
- ✦Decision heuristics: the concrete rules they actually used
- ✦Signature questions: five questions that sound like Sal Khan, not a generic MBA
- ✦What they would NOT do: the anti-patterns this framework rejects
- ✦Copy-paste activation prompt: drop straight into Claude or ChatGPT
- ✦Worked example: the framework applied to a realistic scenario
- →sal-khan.zip: a native Claude Skill. Upload to Settings → Skills in Claude, or unzip to
~/.claude/skills/ - →sal-khan-framework.md: plain markdown. Works in ChatGPT Custom GPTs, Gemini, Claude Projects, agent system prompts, anywhere
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Works as a Claude Skill (.zip) and as a plain .md for ChatGPT, Gemini & every LLM
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Inspired by the documented thinking of Sal Khan. A mental-model toolkit, not a literal representation. Delivered as a .md file compatible with Claude, ChatGPT, Gemini, and any LLM.