Agent skill

Guizang Material Illustration

by op7418 in op7418/guizang-material-illustration

Generate Guizang-style material illustrations, labeled explanatory visuals, material-styled chart illustrations, and data-first editorial images from articles, notes, product concepts, workplace…

No licenceAuto-check passedMedia & Creative

Install Guizang Material Illustration

skills CLI
$ npx skills add op7418/guizang-material-illustration --skill guizang-material-illustration -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install op7418/guizang-material-illustration guizang-material-illustration --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
guizang-material-illustration
GitHub stars
1.2k
Token cost
~1.6k tokens
SKILL.md length
808 words
Files
13 (incl. references, assets)
Skills in repo
1
Repo updated
First seen
Licence
None found

At a glance

Generate Guizang-style material illustrations, labeled explanatory visuals, material-styled chart illustrations, and data-first editorial images from articles, notes, product concepts, workplace…

  • Works in 10 steps: Read the user's source text, screenshot,… → Decide the working mode yourself from… → If the source is a chart screenshot,… → …
  • The user asks for 配图
  • SKILL.md covers Workflow, Text Rules, Visual System and File Handling, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Guizang Material Illustration is an agent skill from op7418/guizang-material-illustration. Generate Guizang-style material illustrations, labeled explanatory visuals, material-styled chart illustrations, and data-first editorial images from articles, notes, product concepts, workplace reports, creator posts, tutorials, school materials, humanities topics, science explanations, screenshots, or chart data. Use when the user asks for 配图, 带字插图, 解释图, 图解插画, 概念拆解图, 图表美化, 数据图美化, 3D 图表, 汇报配图, 内容配图, 小学课文配图, 生物/化学/物理解释图, 人文类配图, process/loop/system diagrams, or wants GPT-Image / image generation to create…

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including reference files and assets (for example `HANDOFF.md`, `PRODUCT.md` and `README.md`).

It sits in Media & Creative, covering Image generation, Social media graphics and Slides and decks. The repository describes itself as: 归藏的材质插画 skill:生成带字解释图、图表美化和参考辅助配图。

When your agent uses it

  • The user asks for 配图
  • Process/loop/system diagrams
  • Wants GPT-Image / image generation to create supporting images that can sit inside social cards

Example prompts

  • “/guizang-material-illustration”

Workflow steps

10 steps, taken from the first numbered list in SKILL.md.

  1. Read the user's source text, screenshot, or data and identify the concepts or charts that deserve supporting images.
  2. Decide the working mode yourself from context. Do not ask the user to choose a mode unless the missing choice would materially change the…
  3. If the source is a chart screenshot, extract only chart type, title, data, axis labels, axis range, tick labels, units, category order…
  4. If the concept, entity, object, historical/cultural context, scientific mechanism, species, material, brand, model, or place is likely…
  5. Compress each non-chart concept into one plain-language explanation and 3-5 visible diagram labels when labels help. Some editorial or…
  6. Choose a visual structure for each concept
  7. Write one image prompt per illustration. Make the prompt describe exact label text or chart data, aspect ratio, safe margins, references…
  8. Generate the images with the imagegen skill or built-in image generation tool when available.
  9. Inspect each image. If labels are wrong, chart data is wrong, reference cues are misleading, unreadable, or clipped, regenerate with…
  10. Save prompts and final image paths in the task folder so the image set can be reproduced.

What it can do on your machine

Read from SKILL.md and the folder at commit cf26e19. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Guizang Material Illustration loads about 1.6k tokens when it runs, and up to ~9k if it reads all its reference files. Until then it costs about 155 tokens; SKILL.md has 808 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~155
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 808 words (~1,613 tokens).

“Create supporting illustrations from source text, screenshots, or chart data. The output is an image-generation prompt plan plus generated raster images when image generation is available.”

— opening of SKILL.md by op7418
name
guizang-material-illustration

Read the full SKILL.md on GitHub

Files

SKILL.md and 12 other files (references, assets) in the repository root of op7418/guizang-material-illustration.

  • SKILL.md
  • .gitignore
  • HANDOFF.md
  • PRODUCT.md
  • README.md
  • agents/openai.yaml
  • assets/prompt-template.md
  • references/chart-beautify.md
  • references/prompt-patterns.md
  • references/qa-checklist.md
  • references/reference-gathering.md
  • references/use-cases-and-routing.md
  • references/visual-style.md

Open the folder on GitHubat commit cf26e19

Compare with similar skills

Guizang Material Illustration next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Guizang Material Illustration compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Guizang Material Illustration this skillop7418/guizang-material-illustration1.2k—~1.6kAutomated safety check: PassNone
Generate Imageynulihao/AgentSkillOS61810 repos~1.7kAutomated safety check: NotesNone
FigureMuuuun/luxas1.2k—~1.2kAutomated safety check: PassMIT
Strategy Consulting Visualizationkgraph57/mckinsey-style-visualization-skill129—~3.2kAutomated safety check: PassMIT
Space Image StudioSpaceZephyr/design-buddy176—~2kAutomated safety check: PassNone
Canva Designerasgeirtj/system_prompts_leaks69k—~2.1kAutomated safety check: PassCC0-1.0

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Questions about Guizang Material Illustration

What does Guizang Material Illustration do?

Generate Guizang-style material illustrations, labeled explanatory visuals, material-styled chart illustrations, and data-first editorial images from articles, notes, product concepts, workplace…. Guizang Material Illustration is an agent skill from op7418/guizang-material-illustration. Generate Guizang-style material illustrations, labeled explanatory visuals, material-styled chart illustrations, and data-first editorial images from articles, notes, product concepts, workplace reports, creator posts, tutorials, school materials, humanities topics, science explanations, screenshots, or chart data.

When should I use Guizang Material Illustration?

Guizang Material Illustration fits situations like: the user asks for 配图; process/loop/system diagrams; wants GPT-Image / image generation to create supporting images that can sit inside social cards.

How do I install Guizang Material Illustration in Claude Code?

Run `npx skills add op7418/guizang-material-illustration --skill guizang-material-illustration -a claude-code`. Or copy the skill folder (the op7418/guizang-material-illustration repository) into .claude/skills/guizang-material-illustration in your project. Claude Code loads it when a task matches its description.

How do I install Guizang Material Illustration in Codex?

Run `npx skills add op7418/guizang-material-illustration --skill guizang-material-illustration -a codex`. Or copy the skill folder (the op7418/guizang-material-illustration repository) into .agents/skills/guizang-material-illustration in your project. Codex loads it when a task matches its description.

Can I use Guizang Material Illustration in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add op7418/guizang-material-illustration --skill guizang-material-illustration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/guizang-material-illustration, .gemini/skills/guizang-material-illustration, .github/skills/guizang-material-illustration and .opencode/skills/guizang-material-illustration in your project.

What does Guizang Material Illustration need to run?

SKILL.md names no scripts, command-line tools or credentials: Guizang Material Illustration is instructions for the agent only.

Does Guizang Material Illustration access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Guizang Material Illustration safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Guizang Material Illustration use?

No licence was found for Guizang Material Illustration or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Guizang Material Illustration use?

About 1.6k tokens (SKILL.md is roughly 6.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7.4k tokens, read only when the agent opens those files.

What are the alternatives to Guizang Material Illustration?

Skills that share tags, products or a category with Guizang Material Illustration: Generate Image (ynulihao/AgentSkillOS, 618 stars), Figure (Muuuun/luxas, 1.2k stars), Strategy Consulting Visualization (kgraph57/mckinsey-style-visualization-skill, 129 stars) and Space Image Studio (SpaceZephyr/design-buddy, 176 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Guizang Material Illustration?

op7418 (a GitHub user) maintains it in op7418/guizang-material-illustration, which has 1,192 GitHub stars. The repository was last updated on July 7, 2026.

Source: op7418/guizang-material-illustration on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.