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Save references.
Write prompts.

Scopeful Copilot reads your reference boards to write tool-aware prompts for any AI creative tool.

Right-click any image in the browser to save it, or drop files straight onto a board.

A project holds the brief and the documents the work depends on.

It reads the brief and the references, and phrases the prompt for the tool you name.

Use your own provider key and the result lands beside the references that shaped it.

Reference: warm minimal interior with a cane chair and fig tree
Reference: terracotta trail runner on a sand backdrop
Reference: bone ceramic vessel on travertine in hard noon light
bone ceramic, noon
Read 1 reference · Midjourney

sculptural bone-ceramic vessel on a travertine ledge, hard overhead noon light, one crisp diagonal shadow across a chalk wall, matte mineral grain, a single small safety-orange detail, 50mm --ar 4:3 --style raw

An agent that knows
your whole project

Group a brief, its references, and the docs that matter into a project. Copilot reads the whole thing as context, so the prompt it writes already knows the job.

Brief, reference images, notes, links, and files. Everything in a project becomes context the Copilot pulls from.

Ask for a Kling video and Copilot writes a Kling prompt. Ask for Seedance and it writes a Seedance prompt. The tool-specific phrasing, negative prompts, and parameter ranges come baked in.

The output is plain text, ready to drop into Krea, Runway, Magnific, Midjourney, or any other tool. No markdown, no wrapper, no sign-up wall.

ProjectsCommands⌘K
ActiveArchivedNew project

Sock Co. Spring 2027

Updated Jul 2

Team

Nordic sauna lookbook

Updated Jun 28

Menu photography and brand references for the new location. Warm, editorial, not overlit. One hero frame per dish, shot on the same table.

Terracotta cafe brand kit

Updated Jun 24

Team · Can edit

Menu shoot references

Updated Jun 19

New chatSock Co. Spring 202712%

Sock Co. Spring 2027 is attached. Ask for a prompt and Copilot writes it from the brief, the files, and the references.

Browser extension

Scopeful, in the page where you create

Right-click any image on any page to save it to your library. The side panel opens Copilot inside Krea, Runway, Magnific, Leonardo, and 30+ tools, so you can rewrite in place without leaving the page you’re on.

Private beta. Sign in to connect it

The Scopeful Copilot side panel opens on Midjourney, Kling, Krea, Runway, ComfyUI and 30+ creative AI tools. Describe what you want and Copilot writes a prompt in that tool's own syntax, in the page.

Prompt rewrite

Brains for your agent,
and for Copilot

Knowledge packs written as plain markdown. Drop one into Claude Code or Cursor, or attach it to a Scopeful project so Copilot writes with it.

Curated brains for Magnific, ComfyUI, Krea, Runway, and the rest of the tools Scopeful tracks. Each one encodes the tool's API, model pricing, prompt patterns, and gotchas in a single file.

Agents read these files automatically from the project directory. No plugin installs, no extension stores, no config. One file in the right folder, your agent has the brain on every session.

A piped curl command downloads the brain and writes it to the right folder. Run it once and the skill persists across all future sessions. No npm, no homebrew, no setup steps.

Latest

From the blog

All notes
Changelog

What's new

Jul 2026

Project collaboration

Invite someone into a project as an editor or a viewer, share a board with a link you can revoke, and pull anything back out of Trash.

Jul 2026

Client reviews

Send a round for review. Comments land on the frame they are about, video notes carry a timestamp, and an approval is stamped with a name and a time.

Jul 2026

Projects

A brief, the documents the work depends on, and its references in one place. Copilot reads the open project before it writes a prompt.

Jul 2026

Workspace tools for MCP and CLI

Nine tools let an agent read your boards, saved prompts and reference images, and write to them when the key was issued with write permission.

See the roadmap

Your next prompt starts from what already worked.

The full Copilot, every board, all your references, on the free plan. No card.