The Roxane Gay
Framework
Honest Criticism & Public Vulnerability
Roxane Gay shaped how their era thought about itself through distinctive voice and observational rigour. Roxane Gay's intellectual method — captured in this framework as mental models, decision heuristics, and the signature questions they would ask. The honest criticism & public vulnerability framework distils Roxane Gay'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 Roxane Gay made when it mattered. Use it for decision-making, writing, strategy, or any situation where you want your AI to think with Roxane Gay's distinctive patterns rather than a default model voice.
A glimpse of Roxane Gay's thinking.
True authority comes from acknowledging your contradictions while still making necessary arguments. The most powerful criticism emerges when you're willing to implicate yourself in the systems you critique, and vulnerability becomes a tool for deeper truth-telling rather than performance.
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Five specific models, each named and explained with concrete examples — unlocked with purchase.
What am I getting wrong about this, and how might I be part of the problem?
4 more questions in Roxane Gay'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 Roxane Gay 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 Roxane Gay'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 Roxane Gay, 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
- →roxane-gay.zip — a native Claude Skill. Upload to Settings → Skills in Claude, or unzip to
~/.claude/skills/ - →roxane-gay-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 Roxane Gay. A mental-model toolkit, not a literal representation. Delivered as a .md file compatible with Claude, ChatGPT, Gemini, and any LLM.