Save references.
Write prompts.
Scopeful Copilot reads your reference boards to write tool-aware prompts for any AI creative tool.
Tools
Hand-checked pricing across 240+ creative AI tools
Midjourney
from $10/mo
Runway
from $15/mo
ElevenLabs
from $5/mo
Suno
from $10/mo
Higgsfield
from $9/mo
Magnific
from $39/mo
Leonardo
from $12/mo
GPT Image 2
$0.05/gen
Skills
Drop-in skills your coding agent can install
toolHiggsfield — better
Master playbook for the CLI, the MCP, the higgsfield-ai/skills plugin pack, and the TS SDK. Model routing, prompt structure, Marketing Studio modes, Virality Predictor, polling and failure playbook.
Get skillHiggsfield CLI
Install + auth + command reference for @higgsfield/cli. 30+ models, 4 workflows, Marketing Studio, Virality Predictor, Soul training, voices.
Get skillHiggsfield MCP
Connect any agent to the real Higgsfield MCP (HTTP at mcp.higgsfield.ai/mcp). Config snippets for Claude Code, Cursor, OpenCode, Codex, Windsurf, Gemini.
Get skill
toolLeonardo
Skill for the Leonardo API. Models, costs, and prompt patterns for Phoenix, Kino XL, and friends.
Get skill
toolMidjourney v7 prompts
Curated Midjourney v7 prompt patterns and parameter recipes for editorial image work.
Get skill
toolMidjourney style refs
Style reference library for Midjourney — what `--sref` and `--cref` actually mean, with worked examples.
Get skillWorkflows
Multi-step playbooks curated for your tools
Photo to drawing guide
Take a reference photo and turn it into a step-by-step drawing prompt chain in Magnific and Flora.
Leonardo then GPT captions
Generate an image with Leonardo, then caption and tag it with GPT Image for catalog use.
SketchUp bridge
Move a SketchUp reference through ComfyUI upscale, Magnific polish, and a NanoBanana Pro pass.
Your best render from March is in a folder somewhere. The prompt that made it is gone.
A client comes back two months later and wants the same style. You dig through folders, rebuild the prompt from memory, and it never comes out quite the same.
Scopeful keeps the image, the prompt, and the input together on one board, and writes the next prompt from what already worked.
Writes from your projects,
not just boards
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.
Projects
Sock Co. Spring 2027
Personal
Launching a new product line for spring. Sustainable materials, warm studio light, no props.
Updated Jul 2
Nordic sauna lookbook
Team
Exterior and interior reference set for the cedar sauna line. Summer light, natural wood tones.
Updated Jun 28
Terracotta cafe brand kit
Personal
Menu photography and brand references for the new location. Warm, editorial, not overlit.
Updated Jun 24
Menu shoot references
Team
Plated dish references from the last three shoots, kept together for the next one.
Updated Jun 19
Scopeful Copilot
Ask about AI tool pricing, compare options, or write prompts for Seedance, NanoBanana, and more.
Every format that made
the shot work, on one board.
Save the result and it brings the prompt and the input image with it. Pin anything else you want to reuse: a workflow note, a system prompt, a link. Nothing to file, nothing to name.
An image or video you keep lands on the board with the prompt and input image that made it. Nothing to file, nothing to name.
Prompts, images, videos, links, and the system prompts you keep reusing. One board holds all of it.
Open any board full-screen and arrange it like Miro. Or skip the canvas and just ask Copilot to search it for you.
Krea
tool
Runway
tool
System prompt
text
Input image
image
frozen lake, courtyard ref
seedance, rooftop pan
nano banana system prompt
sauna exterior, summer
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.
Get the extension- 3.1Write in the page
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.
- 3.2Side-panel Copilot
- 3.3Library and references
Brains for
your coding agent
Pre-made knowledge packs and skills.md files that drop into Claude Code, Cursor, or any agent that reads them. Pull from Scopeful's library or build one from your own reference boards.
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.
ComfyUI MCP with a
self-updating brain
Describe what you want in Claude Code and the graph builds itself inside ComfyUI. A knowledge base of nodes, models, and proven graphs keeps itself current, you never maintain it.
A manifest of every custom node and model in the ComfyUI ecosystem, refreshed on each install. Your agent queries it to know which nodes exist, what inputs they take, and which models are compatible with each other.
Type 'upscale this image 4x with a detail-preserving model' and the agent selects the right node, connects it to a model loader, and wires the output. The graph builds itself from what you describe.
Synced from the ComfyUI manager registry at install time. When a node updates or a new model drops, your agent sees it on the next session. No manual reference list to maintain.
KSampler
current
VAE Decode
current
Upscale (4x)
current
ControlNet
current
Watch: a prompt in Claude Code builds the graph inside ComfyUI
From the blog
Seedance 2.0 Mini is here. Here's what it actually costs to use it for serious work.
Mini is 2x faster and 50% cheaper than Seedance 2.0 Fast, but it caps at 720p and the face coherence is weaker. Verified cost math for 500 sec/mo of real work, plus the seed-reuse preview trick that replaces the 'free draft' idea.
LTX Trainer: 10 Fine-Tunable Video Effects, and the First Agent-Driven Training Loop
LTX just shipped a training framework, not a model. Ten demo LoRAs, open source, and the first time a major video lab has shipped a tool an agent can drive end-to-end, including the training step.
Ideogram 4.0 is Good. Just Good.
Blind test of 240 images across 10 designers: Ideogram 4.0 wins typography at 47.9%, but ties Gemini on overall quality. The open weights model is the real story.
What's new
Credit Vault
$1.1M in free credits across 26 programs.
ComfyUI MCP
Self-updating knowledge base for graphs.
Scopeful MCP
One pricing engine, every agent.
Browser extension
Prompt rewriting inside Krea, Runway, Magnific, and Leonardo.
Your next prompt starts from what already worked.
The full Copilot, every board, all your references, on the free plan. No card.