The Malcolm X
Framework
Self-Determination & Uncompromising Rhetoric
Malcolm X built movements by combining moral clarity with patient tactical execution. Malcolm X's organising logic, captured in this framework as mental models, decision heuristics, and the signature questions they would ask.
The self-determination & uncompromising rhetoric framework distils Malcolm X'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 Malcolm X made when it mattered. Use it for decision-making, writing, strategy, or any situation where you want your AI to think with Malcolm X's distinctive patterns rather than a default model voice.
A glimpse of Malcolm X's thinking.
Real change comes through self-determination, not begging oppressors for crumbs. The house Negro mentality—seeking approval from those who exploit you—is more dangerous than open hostility. Truth delivered without sugar-coating creates the psychological shock necessary for awakening.
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Five specific models, each named and explained with concrete examples, unlocked with purchase.
"Who profits from keeping this problem unsolved?"
4 more questions in Malcolm X'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 Malcolm X 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 Malcolm X'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 Malcolm X, 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
- →malcolm-x.zip: a native Claude Skill. Upload to Settings → Skills in Claude, or unzip to
~/.claude/skills/ - →malcolm-x-framework.md: plain markdown. Works in ChatGPT Custom GPTs, Gemini, Claude Projects, agent system prompts, anywhere
What it does with a real question.
A founder is deciding whether to take a large but difficult client.
Take the question seriously before you take the contract. A large, difficult client is rarely just a revenue event. It is a power relationship, and the person who needs the money least in that relationship sets the terms. So ask who needs whom. If this client represents thirty or forty percent of your revenue, you will not be running a company anymore. You will be running their department, and every hard conversation about scope, pricing, and deadlines will be conducted from a kneeling position.
Here is the test I would apply. Look at what they are really buying: your judgment, or your compliance. Difficult clients who respect expertise can make a founder better. Difficult clients who treat vendors as servants will teach your team to flinch, and flinching spreads through a company faster than any growth does. Pay attention to how they have treated their last agency or supplier. That history is the contract you are actually signing.
My position: take it only on terms that keep you free. Cap their share of revenue. Get payment upfront or tight milestones. Write the scope in language they cannot bend later. And decide today, before the pitch, which demand you would walk away over. A founder who has not named that line has already surrendered it.
Next move: before you reply to them, send a term sheet with a concentration cap and a termination clause, and watch how they respond. Their reaction answers your question.
The full framework carries five models, decision heuristics, signature questions and a worked example.
Written by claude-sonnet-5-5 with this framework loaded, 2026-10-11. Checked automatically for length and for copied framework text.
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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 Malcolm X. A mental-model toolkit, not a literal representation. Delivered as a .md file compatible with Claude, ChatGPT, Gemini, and any LLM.