AI Image Generation and Editing
zhayujie/CowAgent
Generates or edits images from text prompts through a Python script that picks an image backend based on which API keys are configured.
通用图像生成执行层,支持 MuleRun Nano Banana 2、APImart GPT Image 2、Atlas Cloud GPT Image 2 和 Agnes Image 2.1 Flash 四种生图 API。通过 --provider 切换。支持 generation(纯文本生图)和 edit(带参考图修图)两种模式,单张和批量执行。这是被其他 skill 调用的基础设施…
Install AI Image Generator
$ npx skills add wwwzhouhui/skills_collection --skill ai-image-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wwwzhouhui/skills_collection ai-image-generator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wwwzhouhui/skills_collection.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ai-teaching-media/ai-image-generator .claude/skills/ai-image-generator && rm -rf skills-srcUse ~/.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/
Install the "ai-image-generator" agent skill from https://github.com/wwwzhouhui/skills_collection/tree/main/ai-teaching-media/ai-image-generator into .claude/skills/ai-image-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-image-generator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wwwzhouhui/skills_collection/tree/main/ai-teaching-media/ai-image-generatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wwwzhouhui/skills_collection --skill ai-image-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wwwzhouhui/skills_collection ai-image-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wwwzhouhui/skills_collection.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ai-teaching-media/ai-image-generator .agents/skills/ai-image-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-image-generator" agent skill from https://github.com/wwwzhouhui/skills_collection/tree/main/ai-teaching-media/ai-image-generator into .agents/skills/ai-image-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-image-generator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wwwzhouhui/skills_collection --skill ai-image-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wwwzhouhui/skills_collection ai-image-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wwwzhouhui/skills_collection.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ai-teaching-media/ai-image-generator .cursor/skills/ai-image-generator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ai-image-generator" agent skill from https://github.com/wwwzhouhui/skills_collection/tree/main/ai-teaching-media/ai-image-generator into .cursor/skills/ai-image-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-image-generator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wwwzhouhui/skills_collection.git --path ai-teaching-media/ai-image-generator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wwwzhouhui/skills_collection --skill ai-image-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wwwzhouhui/skills_collection ai-image-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wwwzhouhui/skills_collection.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ai-teaching-media/ai-image-generator .gemini/skills/ai-image-generator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ai-image-generator" agent skill from https://github.com/wwwzhouhui/skills_collection/tree/main/ai-teaching-media/ai-image-generator into .gemini/skills/ai-image-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-image-generator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wwwzhouhui/skills_collection ai-image-generatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wwwzhouhui/skills_collection --skill ai-image-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wwwzhouhui/skills_collection.git skills-src && mkdir -p .github/skills && cp -r skills-src/ai-teaching-media/ai-image-generator .github/skills/ai-image-generator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ai-image-generator" agent skill from https://github.com/wwwzhouhui/skills_collection/tree/main/ai-teaching-media/ai-image-generator into .github/skills/ai-image-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-image-generator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wwwzhouhui/skills_collection --skill ai-image-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wwwzhouhui/skills_collection ai-image-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wwwzhouhui/skills_collection.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ai-teaching-media/ai-image-generator .opencode/skills/ai-image-generator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ai-image-generator" agent skill from https://github.com/wwwzhouhui/skills_collection/tree/main/ai-teaching-media/ai-image-generator into .opencode/skills/ai-image-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-image-generator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ai-image-generator- GitHub stars
- 283
- Token cost
- ~1.7k tokens
- SKILL.md length
- 448 words
- Files
- 9 (incl. scripts)
- Skills in repo
- 25
- Repo updated
- First seen
- Licence
- None found
At a glance
通用图像生成执行层,支持 MuleRun Nano Banana 2、APImart GPT Image 2、Atlas Cloud GPT Image 2 和 Agnes Image 2.1 Flash 四种生图 API。通过 --provider 切换。支持 generation(纯文本生图)和 edit(带参考图修图)两种模式,单张和批量执行。这是被其他 skill 调用的基础设施…
- Works in 3 steps: 仅发现一个 API Key → 自动使用对应 provider → 多个 API Key 同时存在 → 直接报错，要求显式指定 --provider → 没有 API Key → 报错并提示设置
- Tasks that involve Image generation
- SKILL.md covers 什么时候触发这个 skill, 生图 API 切换, 两种模式 and 批量模式, plus 7 more sections
- Runs Python scripts from its folder; calls python; reaches apihub.agnes-ai.com; needs APIMART_API_KEY and MULERUN_API_KEY
What it does
AI Image Generator is an agent skill from wwwzhouhui/skills_collection. 通用图像生成执行层,支持 MuleRun Nano Banana 2、APImart GPT Image 2、Atlas Cloud GPT Image 2 和 Agnes Image 2.1 Flash 四种生图 API。通过 --provider 切换。支持 generation(纯文本生图)和 edit(带参考图修图)两种模式,单张和批量执行。这是被其他 skill 调用的基础设施 skill,不直接面向终端用户。当其他 skill(如 ai-image-generator、tech-article-diagram)需要调 API 生图时,调用本 skill 的 scripts/generate.py。不要用于:提示词撰写、风格注入、业务校验——这些由调用方 skill 负责。
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including scripts (for example `scripts/generate.py`, `scripts/providers/__init__.py` and `scripts/providers/agnes.py`).
It sits in Media & Creative, covering Image generation. It works with Google Gemini. The repository describes itself as: 本项目是个人开发的 Claude Code Skills 集合，提供实用的技能工具，助力提升开发效率和内容创作。 分享一些好用的 Claude Code Skills，自用、学习两相宜，适用于 Claude Code v2.0 及以上版本。
When your agent uses it
- Tasks that involve Image generation
Example prompts
- “/ai-image-generator”
Requirements
- Python 3
- A credential in APIMART_API_KEY
- A credential in MULERUN_API_KEY
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 仅发现一个 API Key → 自动使用对应 provider
- 多个 API Key 同时存在 → 直接报错，要求显式指定 --provider
- 没有 API Key → 报错并提示设置
What it can do on your machine
Read from SKILL.md and the folder at commit b98f166. 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 8 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
apihub.agnes-ai.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
APIMART_API_KEYMULERUN_API_KEYATLASCLOUD_API_KEYAGNES_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
AI Image Generator loads about 1.7k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 448 words of instructions outside code blocks.
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 448 words (~1,742 tokens).
“支持四种生图 API 的执行层,通过 --provider 参数切换。调用方 skill 负责 prompt 撰写、样式注入、业务校验;本 skill 只管"接收 prompt → 调 API → 返回结果"。”
- name
- ai-image-generator
Files
SKILL.md and 8 other files (scripts) in ai-teaching-media/ai-image-generator of wwwzhouhui/skills_collection.
- SKILL.md
- scripts/generate.py
- scripts/providers/__init__.py
- scripts/providers/agnes.py
- scripts/providers/apimart.py
- scripts/providers/atlascloud.py
- scripts/providers/base.py
- scripts/providers/mulerun.py
- scripts/providers/volcengine.py
Open the folder on GitHubat commit b98f166
Compare with similar skills
AI Image Generator 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| AI Image Generator this skillwwwzhouhui/skills_collection | 283 | — | ~1.7k | Automated safety check: Pass | None | |
| AI Image Generation and Editingzhayujie/CowAgent | 47k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Logo Generatorop7418/logo-generator-skill | 2.2k | — | ~1.8k | Automated safety check: Notes | None | |
| Gemini Web Reverse-Engineered ClientJimLiu/baoyu-skills | 27k | 5 repos | ~1.6k | Automated safety check: Pass | MIT | |
| SEO Image GeneratorAgriciDaniel/claude-seo | 19k | 2 repos | ~2.1k | Automated safety check: Pass | MIT | |
| BlockRun Image GenerationBlockRunAI/ClawRouter | 6.6k | — | ~2.1k | Automated safety check: Pass | MIT |
Similar skills
Logo Generator
op7418/logo-generator-skill
Generate professional SVG logos and high-end showcase images.
Gemini Web Reverse-Engineered Client
JimLiu/baoyu-skills
Generates text and images through an unofficial, reverse-engineered Gemini Web API, supporting reference images and multi-turn conversations.
SEO Image Generator
AgriciDaniel/claude-seo
Generates Open Graph previews, blog hero images, product photos and infographics for SEO use through Gemini image tools and the banana extension.
BlockRun Image Generation
BlockRunAI/ClawRouter
Generates or edits images through ClawRouter's local image API, with a choice of models and sizes and payment handled automatically through x402.
Antigravity Gemini Image
uluckyXH/OpenMOSS
Generate or edit images using the Antigravity-hosted Gemini image model via the local gateway.
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Related
Works with
Categories
Questions about AI Image Generator
What does AI Image Generator do?
通用图像生成执行层,支持 MuleRun Nano Banana 2、APImart GPT Image 2、Atlas Cloud GPT Image 2 和 Agnes Image 2.1 Flash 四种生图 API。通过 --provider 切换。支持 generation(纯文本生图)和 edit(带参考图修图)两种模式,单张和批量执行。这是被其他 skill 调用的基础设施…. AI Image Generator is an agent skill from wwwzhouhui/skills_collection.
When should I use AI Image Generator?
AI Image Generator fits situations like: tasks that involve Image generation.
How do I install AI Image Generator in Claude Code?
Run `npx skills add wwwzhouhui/skills_collection --skill ai-image-generator -a claude-code`. Or copy the skill folder (ai-teaching-media/ai-image-generator in wwwzhouhui/skills_collection) into .claude/skills/ai-image-generator in your project. Claude Code loads it when a task matches its description.
How do I install AI Image Generator in Codex?
Run `npx skills add wwwzhouhui/skills_collection --skill ai-image-generator -a codex`. Or copy the skill folder (ai-teaching-media/ai-image-generator in wwwzhouhui/skills_collection) into .agents/skills/ai-image-generator in your project. Codex loads it when a task matches its description.
Can I use AI Image Generator 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 wwwzhouhui/skills_collection --skill ai-image-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-image-generator, .gemini/skills/ai-image-generator, .github/skills/ai-image-generator and .opencode/skills/ai-image-generator in your project.
What does AI Image Generator need to run?
Going by SKILL.md and its folder, AI Image Generator needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named APIMART_API_KEY, MULERUN_API_KEY, ATLASCLOUD_API_KEY and AGNES_API_KEY. Our summary lists: Python 3; A credential in APIMART_API_KEY; A credential in MULERUN_API_KEY.
Does AI Image Generator access the network?
SKILL.md names 1 domain. In commands or code: apihub.agnes-ai.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is AI Image Generator 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 AI Image Generator use?
No licence was found for AI Image Generator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does AI Image Generator use?
About 1.7k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to AI Image Generator?
Skills that share tags, products or a category with AI Image Generator: AI Image Generation and Editing (zhayujie/CowAgent, 47k stars), Logo Generator (op7418/logo-generator-skill, 2.2k stars), Gemini Web Reverse-Engineered Client (JimLiu/baoyu-skills, 27k stars) and SEO Image Generator (AgriciDaniel/claude-seo, 19k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Image Generator?
wwwzhouhui (a GitHub user) maintains it in wwwzhouhui/skills_collection, which has 283 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on October 6, 2026.
Source: wwwzhouhui/skills_collection on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.