Agent skill

Batch Image Skill Builder

by SpaceZephyr in SpaceZephyr/design-buddy

Walks a non-coder through structured questions about scene, style, color, text rules and consistency, then auto-generates a complete, ready-to-use batch image-generation skill.

No licenceAuto-check passedAgent Workflows

SKILL.md written in Chinese; this summary is our English description.

Install Batch Image Skill Builder

skills CLI
$ npx skills add SpaceZephyr/design-buddy --skill space-image-skill-builder -a claude-code

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

GitHub CLI
$ gh skill install SpaceZephyr/design-buddy space-image-skill-builder --agent claude-code

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

Manual copy
$ git clone --depth 1 https://github.com/SpaceZephyr/design-buddy.git skills-src && mkdir -p .claude/skills && cp -r skills-src/space-image-skill-builder .claude/skills/space-image-skill-builder && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

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

Facts

Skill name
space-image-skill-builder
GitHub stars
174
Token cost
~1.3k tokens
SKILL.md length
249 words
Files
5 (incl. scripts, references)
Skills in repo
16
Repo updated
First seen
Licence
None found

At a glance

Walks a non-coder through structured questions about scene, style, color, text rules and consistency, then auto-generates a complete, ready-to-use batch image-generation skill.

  • Works in 6 steps: 场景理解(3 个问题) → 风格定义(3-4 个问题) → 内容规则(2-3 个问题) → …
  • Creating a custom batch image-generation skill without writing code
  • SKILL.md covers 核心理念, 工作流程, 关键设计原则 and 参考文件, plus 1 more section
  • Runs Python scripts from its folder; calls gemini

What it does

The skill runs a five-phase interview, asking one question at a time rather than dumping a list: scene understanding covers what kind of batch images are wanted, where they will be used, and roughly how many per run; style definition picks visual style from a filtered shortlist, optionally breaks down an uploaded reference image, and sets color and aspect-ratio preferences; content rules cover whether images need text, where the content comes from, and whether multiple images in a batch must share one consistent look.

After a final confirmation of technical parameters, it automatically assembles the new skill: it maps the user's choices onto one of several known skill shapes, such as an article-illustration flow that splits paragraphs and generates prompts, a logo flow that collects brand information and produces ten variants, or a storyboard flow that splits a story into shots, then creates the skill's full directory with a SKILL.md populated from a template, a style-guide.md built from the matching entries in a style library, and copies the image-generation script into place. The excerpt is cut off while still listing the file-copying step.

When your agent uses it

  • Creating a custom batch image-generation skill without writing code
  • Turning a reference image's visual style into a reusable skill
  • Setting up a skill that keeps multiple generated images visually consistent

Example prompts

  • “帮我创建一个文章配图的生图Skill。”
  • “Build me a logo-generation skill that produces ten style variants per run.”
  • “Create a storyboard image skill that keeps the same visual style across every shot.”

Requirements

  • Python to run the bundled generate_image.py script

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. 场景理解(3 个问题)
  2. 风格定义(3-4 个问题)
  3. 内容规则(2-3 个问题)
  4. 技术配置(快速确认)
  5. 自动生成 Skill
  6. 展示与试用

What it can do on your machine

Read from SKILL.md and the folder at commit f1d835f. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • gemini

    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

Batch Image Skill Builder loads about 1.3k tokens when it runs, and up to ~6.6k if it reads all its reference files. Until then it costs about 50 tokens; SKILL.md has 249 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~50
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6.6k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 249 words (~1,311 tokens).

name
space-image-skill-builder

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (scripts, references) in space-image-skill-builder of SpaceZephyr/design-buddy.

  • SKILL.md
  • agents/openai.yaml
  • references/skill-template.md
  • references/style-library.md
  • scripts/generate_image.py

Open the folder on GitHubat commit f1d835f

Compare with similar skills

Batch Image Skill Builder 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.

Batch Image Skill Builder compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Batch Image Skill Builder this skillSpaceZephyr/design-buddy174—~1.3kAutomated safety check: PassNone
Gemini SkillWJZ-P/gemini-skill832—~1.1kAutomated safety check: PassMIT
ComfyComfy-Org/comfy-skills219—~1.4kAutomated safety check: PassMIT
Run SEO Page Looptsingyuai/growth-lab2k—~1.2kAutomated safety check: PassApache-2.0
Codexyan-labs/yan-skills208—~2.2kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79589 repos~8.2kAutomated safety check: PassApache-2.0

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Questions about Batch Image Skill Builder

What does Batch Image Skill Builder do?

Walks a non-coder through structured questions about scene, style, color, text rules and consistency, then auto-generates a complete, ready-to-use batch image-generation skill. The skill runs a five-phase interview, asking one question at a time rather than dumping a list: scene understanding covers what kind of batch images are wanted, where they will be used, and roughly how many per run; style definition picks visual style from a filtered shortlist, optionally breaks down an uploaded reference image, and sets color and aspect-ratio preferences; content rules cover whether images need text, where the content comes from, and whether multiple images in a batch must share one consistent look.

When should I use Batch Image Skill Builder?

Batch Image Skill Builder fits situations like: creating a custom batch image-generation skill without writing code; turning a reference image's visual style into a reusable skill; setting up a skill that keeps multiple generated images visually consistent.

How do I install Batch Image Skill Builder in Claude Code?

Run `npx skills add SpaceZephyr/design-buddy --skill space-image-skill-builder -a claude-code`. Or copy the skill folder (space-image-skill-builder in SpaceZephyr/design-buddy) into .claude/skills/space-image-skill-builder in your project. Claude Code loads it when a task matches its description.

How do I install Batch Image Skill Builder in Codex?

Run `npx skills add SpaceZephyr/design-buddy --skill space-image-skill-builder -a codex`. Or copy the skill folder (space-image-skill-builder in SpaceZephyr/design-buddy) into .agents/skills/space-image-skill-builder in your project. Codex loads it when a task matches its description.

Can I use Batch Image Skill Builder 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 SpaceZephyr/design-buddy --skill space-image-skill-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/space-image-skill-builder, .gemini/skills/space-image-skill-builder, .github/skills/space-image-skill-builder and .opencode/skills/space-image-skill-builder in your project.

What does Batch Image Skill Builder need to run?

Going by SKILL.md and its folder, Batch Image Skill Builder needs Python for the scripts in its folder and the command-line tools its instructions call (gemini). Our summary lists: Python to run the bundled generate_image.py script.

Does Batch Image Skill Builder 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 Batch Image Skill Builder 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Batch Image Skill Builder use?

No licence was found for Batch Image Skill Builder or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Batch Image Skill Builder use?

About 1.3k tokens (SKILL.md is roughly 5.2k 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 5.2k tokens, read only when the agent opens those files.

What are the alternatives to Batch Image Skill Builder?

Skills that share tags, products or a category with Batch Image Skill Builder: Gemini Skill (WJZ-P/gemini-skill, 832 stars), Comfy (Comfy-Org/comfy-skills, 219 stars), Run SEO Page Loop (tsingyuai/growth-lab, 2k stars) and Codex (yan-labs/yan-skills, 208 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Batch Image Skill Builder?

SpaceZephyr (a GitHub user) maintains it in SpaceZephyr/design-buddy, which has 174 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on July 6, 2026.

Source: SpaceZephyr/design-buddy on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.