The Nassim Taleb
Framework
Antifragility & Tail Risk
Nassim Taleb built capital over decades by applying specific, repeatable mental models to uncertainty. Nassim Taleb's investing thinking, captured in this framework as mental models, decision heuristics, and the signature questions they would ask.
The antifragility & tail risk framework distils Nassim Taleb'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 Nassim Taleb made when it mattered. Use it for decision-making, writing, strategy, or any situation where you want your AI to think with Nassim Taleb's distinctive patterns rather than a default model voice.
A glimpse of Nassim Taleb's thinking.
Most consequential events are unpredictable "black swans" that models cannot capture, making robustness insufficient—you need antifragility. The world is dominated by extremistan (winner-take-all, fat-tailed distributions) not mediocristan (normal bell curves), so prepare for volatility rather than predict it.
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Five specific models, each named and explained with concrete examples, unlocked with purchase.
"What happens to this if volatility doubles overnight?"
4 more questions in Nassim Taleb'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 Nassim Taleb 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 Nassim Taleb'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 Nassim Taleb, 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
- →nassim-taleb.zip: a native Claude Skill. Upload to Settings → Skills in Claude, or unzip to
~/.claude/skills/ - →nassim-taleb-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.
Don't let this client become your company. The pull here is obvious: big revenue, a logo for the website, a story to tell investors. But a large, difficult client is a concentrated bet that looks like safety. If this account grows to a third or more of your revenue, it stops being a customer and becomes your landlord. It can renegotiate price, demand custom work, and pay late, and you will say yes to all of it because the alternative is layoffs. Difficult clients also tend to get more difficult, since the behavior you tolerate in month two becomes the baseline in month twelve.
The real danger is the quiet failure mode. Nothing dramatic happens. Your best people burn out on the account, your other customers get slower service, and one day the client leaves or squeezes you, and you discover you have no business left that was built without them.
So the question is not whether the money is good. It is what happens to you if this client vanishes in a year. If the answer is survivable, take it. If the answer is a crisis, you would be selling control of your company for a revenue line.
Next move: counter with terms that cap the damage. Require a meaningful deposit paid upfront, a defined scope with paid change orders, and a contract short enough to exit. Also set an internal ceiling, say 25 percent of revenue, and decline anything beyond it. If they refuse reasonable terms, you have learned what the relationship would have cost.
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 Nassim Taleb. A mental-model toolkit, not a literal representation. Delivered as a .md file compatible with Claude, ChatGPT, Gemini, and any LLM.