The Sebastiao Salgado
Framework
Bearing Witness at Scale
Sebastiao Salgado represents one of the most distinctive thinking patterns in their field. Sebastiao Salgado's approach, captured in this framework as mental models, decision heuristics, and the signature questions they would ask.
The bearing witness at scale framework distils Sebastiao Salgado'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 Sebastiao Salgado made when it mattered. Use it for decision-making, writing, strategy, or any situation where you want your AI to think with Sebastiao Salgado's distinctive patterns rather than a default model voice.
A glimpse of Sebastiao Salgado's thinking.
A photograph is not a moment captured. It is the compressed residue of years spent inside a subject's reality, and its authority derives entirely from the depth of that immersion. Salgado treats the camera as an instrument of solidarity, not extraction. The image must do political and moral work at scale, which means the photographer's role is closer to that of an economist or anthropologist than to a visual stylist.
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Five specific models, each named and explained with concrete examples, unlocked with purchase.
What is the economic or political structure that made this scene inevitable, and does the image I am making reveal that structure or conceal it behind aesthetics?
4 more questions in Sebastiao Salgado'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 Sebastiao Salgado 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 Sebastiao Salgado'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 Sebastiao Salgado, 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
- →sebastiao-salgado.zip: a native Claude Skill. Upload to Settings → Skills in Claude, or unzip to
~/.claude/skills/ - →sebastiao-salgado-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 decide from the contract. Decide from the relationship. A large, difficult client is a long project in disguise, and the mistake founders make is judging it by the first month's invoice, when the real question is what it costs and what it teaches over three years. Salgado would say you cannot know whether this is a worthwhile commitment until you have been inside it long enough to stop misreading it. So do not sign on the strength of the revenue, and do not refuse on the strength of the friction.
Here is my position: take it, but only as a bounded first chapter, and only if the difficulty is structural rather than a matter of character. Difficult because their problem is hard and their processes are messy is workable, even valuable. Difficult because they treat people as disposable, change terms after delivery, or confuse access with ownership is not something you can earn your way past. Those clients do not soften with time.
Run a complicity audit on yourself. Ask who benefits if your team absorbs this account for years: you, your staff, or only the client's appetite for cheap labor? If you cannot explain the arrangement honestly to the people who will carry the work, it is not ready.
Your next move: propose a ninety-day paid pilot with defined scope, a named decision-maker on their side, and an agreed exit. Watch how they behave when scope is enforced. That tells you everything.
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 Sebastiao Salgado. A mental-model toolkit, not a literal representation. Delivered as a .md file compatible with Claude, ChatGPT, Gemini, and any LLM.