YouTube Thumbnail Architect Agent Skill

Generates professional YouTube thumbnails by combining AI-powered background imagery with high-fidelity, post-processed text overlays.

Context cost
1.6k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 6.3 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

YouTube 썸네일 전용 생성기. 배경/인물 일러스트는 Codex 이미지 모델로 뽑고, 제목 텍스트는 **AI가 아니라 Node 후처리**(`scripts/lib/compose-text.js`)로 합성한다. 한국어 글자 깨짐을 원천 차단한다. 사용자가 "썸네일 만들어줘", "imagine-thumb <제목>", "유튜브 썸네일" 등을 말하면 이 스킬이 담당한다. 기본 A/B용 2장을 같은 제목 텍스트로 합성해 저장한다.

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.

social media
Filed under

Sales & CRM

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.md5.8 kB · preview
--- name: imagine-thumb argument-hint: "--title <text> [--style vlog|tech|reaction|meme|cinematic] [--subject-side left|right] [--vibe shock|calm|cozy|hype] [--n 2|3] [--subtitle <text>]" ---
7# imagine-thumb
8
9YouTube 업로드용 **1280×720 JPEG 썸네일**을 30초 안에 뽑는다. AI에게 글자를 맡기지 않는 것이 이 스킬의 핵심 계약이다.
10
11## 트리거
12
13- imagine-thumb <제목> / imagine-thumb --title "..." (명시 호출)
14- "썸네일 만들어줘"
15- "유튜브 썸네일"
16- "YouTube thumbnail for <제목>"
17
18## 파이프라인
19
201. **배경 생성**: imagine 스킬의 Phase 1 공용 모듈(Request Planner / Output Allocator / OAuth Session)로 Codex 이미지 모델 호출. size: 1536x1024 (3:2) 로 뽑아 1280×720으로 크롭한다.
212. **프롬프트 가공**: --title 값은 **모델 프롬프트에 포함하지 않는다**. --style/--vibe로 배경·조명·구도만 지시하고, negative prompt에 text, watermark, logo, blurry, deformed hands, asymmetric eyes를 강제 포함.
223. **텍스트 합성**: scripts/lib/compose-text.js의 compositeText(bgPath, textOptions, outPath)로 SVG→sharp composite. 세이프존(좌/우 45%)과 배경 명도 자동 측정(어두우면 흰색, 밝으면 검정).
234. **A/B variant**: 기본 n=2. 같은 제목 텍스트를 각 배경에 합성해 _final_v1.jpg / _final_v2.jpg 두 벌 저장. --n 3이면 3벌.
245. **모바일 프리뷰**: 최종본을 640×360으로도 리사이즈해 동반 저장(규격 가독성 점검용).
25
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md644 words
Files2
LicenceMIT
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.

≈110
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,465
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
0.79%
of a 200k window
Ten skills this size would take about 8% of the window before you open a file.
050k100k150k200k context window

1.6k 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

2 files, 6.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md5.8 kB
  • config.json0.5 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

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

# YouTube Thumbnail Architect · 1.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/youtube-thumbnail-architect/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/youtube-thumbnail-architect" ] && { [ ! -e .claude/skills/youtube-thumbnail-architect ] || { mv .claude/skills/youtube-thumbnail-architect "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/youtube-thumbnail-architect" .claude/skills/ && echo "Installed .claude/skills/youtube-thumbnail-architect"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add mineru98/youtube-thumbnail-architect

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/youtube-thumbnail-architect/ 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/youtube-thumbnail-architect/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/youtube-thumbnail-architect" ] && { [ ! -e ~/.claude/skills/youtube-thumbnail-architect ] || { mv ~/.claude/skills/youtube-thumbnail-architect "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/youtube-thumbnail-architect" ~/.claude/skills/ && echo "Installed ~/.claude/skills/youtube-thumbnail-architect" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/youtube-thumbnail-architect/ 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. It appears as imagine-thumb in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, youtube-thumbnail-architect.

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
Referencemineru98/youtube-thumbnail-architect

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.

Reviews

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