Give Your AI Model a Project Folder (ChatGPT & Claude)

Short answer: give your AI model a consistent workspace. Create a Project in ChatGPT—or in Claude on an eligible paid plan—paste her identity brief into the project instructions, and upload her reference photos, campaign shot lists and content pack as project files. New chats in that project can reuse those sources instead of starting from an empty brief.

This is the missing organizational layer between "I made a nice AI model once" and "I run her like a client account". Here's the full setup.

The problem: every new chat forgets her

You spent an evening perfecting your model — the face, the vibe, the exact descriptor tokens that keep her consistent. Then you open a fresh chat a week later and the assistant knows nothing. So you re-describe her from memory, slightly differently than last time... and slightly different words produce a slightly different woman. Identity drift across sessions is the same disease as identity drift across shots — and the cure is the same: never paraphrase a locked identity.

What Projects actually are

• ChatGPT Projects group chats, uploaded files and per-project instructions into one workspace. Project-only memory is available when the relevant memory settings are enabled. Projects are available across ChatGPT plans; current file limits vary by plan.
• Claude Projects give each workspace a knowledge base plus project instructions. Anthropic currently lists Projects for paid Claude plans; when project knowledge approaches the context limit, supported paid plans can use retrieval (RAG) to expand capacity.

The products do not behave identically, but both let new project chats reuse project instructions and uploaded knowledge without manually pasting the full brief each time.

The setup, step by step

1. Create the project and name it after her — "AI Model — Mia". One model, one project. Two models, two projects — never mix identities in one space.
2. Paste the identity brief into the project instructions. This is the master text: locked identity tokens, age, face, hair, body, styling rules, tone of voice for captions, and the hard rule that identity tokens are never paraphrased.
3. Upload the campaign files: the shot list (numbered scenes with full prompts), the content pack (hook + caption per photo), and any brand notes. These are the files the AI will pull from when you ask for "shot 7, but at golden hour".
4. Keep her reference photo at hand. Attach it in a chat whenever the task needs the actual face — validating a generated image, building a new reference, or carrying identity into an image tool. The photo plus the locked tokens are the two anchors that keep her the same person everywhere.
5. Start each session with a confirmation ritual: "Load the identity brief and confirm the locked tokens before we produce anything." Ten seconds, and it catches a wrong-project mistake before it costs you a shoot.

A minimal project-instructions skeleton you can adapt:

YOU MANAGE ONE AI MODEL. Her identity is LOCKED.

IDENTITY (never paraphrase, reuse word for word in every prompt):
[paste the exact identity tokens here]

RULES:
1. Every image prompt you write must contain the identity block verbatim.
2. Captions and hooks use her voice: [tone — e.g. confident, warm, playful].
3. Campaign material lives in the project files — check them before inventing.
4. If a generated image doesn't match the identity, say so and fix the prompt.

What this unlocks

• New shots in minutes. "Give me three variations of shot 4 for a rainy-day mood" — the AI already has the shot list and the identity; you get anchored prompts, not guesses.
• Captions in her voice. The tone rules live in the instructions, so every hook and caption sounds like the same person — across weeks and platforms.
• Continuity. Come back after a month, and the project remembers what the two of you decided. Amateur setups restart from zero; a project compounds.
• A single source of truth. Agencies keep a folder per client. You now keep a folder per model — same discipline, same payoff.

The team variant: a custom GPT

If several people produce content for the same model, bake the identity brief into a custom GPT: instructions carry the identity, knowledge files carry the campaign material, and everyone on the team talks to the same locked persona instead of their own drifting copy of her.

Where the brief comes from

You can write all of this by hand. Or you can generate it in one pass: the GoldenPrompts AI Model Studio builds your model's identity click by click, then hands you a downloadable pack — the identity brief, the numbered campaign shot list, a hook and caption for every photo, and a master brief written specifically to be pasted into ChatGPT or Claude, validation checklist included. The project folder workflow above is exactly what that brief was designed for.

FAQ

Building your first AI model? The AI Model Studio designs her identity, campaign and content pack — and writes the ChatGPT/Claude master brief for you. Free to start: 24 hours of everything, no card.