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.
- 01
- 02
- 03
- 04
- 05
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
Save up to 40% with a bundle
Works as a Claude Skill (.zip) and as a plain .md for ChatGPT, Gemini & every LLM
Delivered to your email within 60 seconds · Secured by Stripe
Price includes UK VAT where applicable
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.