Generate Reference-Inspired Brand Worlds Agent Skill

Generate multiple original brand campaign worlds from a supplied visual reference while controlling how close the new work feels without…

Context cost
3.6k tokensestimated from the bundle, loaded when it triggers
Bundle
3 files · 14.3 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Generate multiple original brand campaign worlds from a supplied visual reference while controlling how close the new work feels without copying protected signature elements. Use when a user provides a brand identity image, poster, editorial campaign, moodboard, or generated concept and asks for inspired alternatives, several distinct brands in one visual family, a closer-to-reference V2, exact wordmarks inside images, or originality-safe image-generation prompts and outputs.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

design
Filed under

Design & Media

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md7.8 kB · preview
--- name: generate-reference-inspired-brand-worlds ---
6# Generate Reference-Inspired Brand Worlds
7
8Create brand concepts that feel intentionally related to a reference while changing the identity, meaning, subjects, and signature composition. Treat this as an art-direction layer over the available image-generation workflow.
9
10## Start correctly
11
121. Load and inspect every supplied image before prompting.
132. Label each input explicitly:
14 - Image 1: primary visual-language reference
15 - Image 2: current concept/content anchor when revising an existing result
163. Use the available image-generation tool. When the built-in imagegen skill is available, load it and follow its save, reference, iteration, and validation rules.
174. Treat a style reference as guidance, not an edit target, unless the user asks to preserve specific pixels.
185. Keep the reference image out of reusable skill assets unless the user owns it and explicitly authorizes redistribution.
19
20## Set the similarity dial
21
22Use the user's language to choose a target. The numbers communicate intent; they are not measurable similarity scores.
23
24- **30% — distant inspiration:** keep only abstract principles such as mood, density, or contrast.
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,134 words
Files3
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈140
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
3,435
on trigger
The instruction body and 2 supporting files, read only when the skill fires.
1.8%
of a 200k window
Ten skills this size would take about 18% of the window before you open a file.
050k100k150k200k context window

3.6k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

3 files, 14.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. 5 files of its source are not in the download — listed after these, with why.

  • SKILL.md7.8 kB
  • agents/openai.yaml0.3 kB
  • references/example-prompts.md6.2 kB

Not in the download

Not carried is a type a skill download does not hold. Take them from its source.

  • assets/examples/emberhouse-v2.jpgnot carried
  • assets/examples/kintra-v2.jpgnot carried
  • assets/examples/mossweft-v2.jpgnot carried
  • assets/examples/nightjar-v2.jpgnot carried
  • assets/examples/tideturn-v2.jpgnot carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 3 files — not the whole of its source: 5 files are left out. They are listed under the files, with why.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Generate Reference-Inspired Brand Worlds · 3.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/generate-reference-inspired-brand-worlds/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/generate-reference-inspired-brand-worlds" ] && { [ ! -e .claude/skills/generate-reference-inspired-brand-worlds ] || { mv .claude/skills/generate-reference-inspired-brand-worlds "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/generate-reference-inspired-brand-worlds" .claude/skills/ && echo "Installed .claude/skills/generate-reference-inspired-brand-worlds"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add karanmrn/generate-reference-inspired-brand-worlds

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/generate-reference-inspired-brand-worlds/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/generate-reference-inspired-brand-worlds/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/generate-reference-inspired-brand-worlds" ] && { [ ! -e ~/.claude/skills/generate-reference-inspired-brand-worlds ] || { mv ~/.claude/skills/generate-reference-inspired-brand-worlds "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/generate-reference-inspired-brand-worlds" ~/.claude/skills/ && echo "Installed ~/.claude/skills/generate-reference-inspired-brand-worlds" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/generate-reference-inspired-brand-worlds/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. Not in this download: 5 files of its source (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencekaranmrn/generate-reference-inspired-brand-worlds

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

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