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Agent skill

Gpt Image 2 Style Library

by OWWZO in OWWZO/ai-agent

Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library.

No licenceAuto-check passedMedia & Creative

Install Gpt Image 2 Style Library

skills CLI
$ npx skills add OWWZO/ai-agent --skill gpt-image-2-style-library -a claude-code

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

GitHub CLI
$ gh skill install OWWZO/ai-agent gpt-image-2-style-library --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/OWWZO/ai-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/runtime/skills/gpt-image-2-style-library .claude/skills/gpt-image-2-style-library && 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
gpt-image-2-style-library
GitHub stars
189
Used in
1 other repo
Token cost
~881 tokens
SKILL.md length
423 words
Files
4 (incl. references, assets)
Skills in repo
17
Repo updated
First seen
Licence
None found

At a glance

Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library.

  • Works in 6 steps: Detect the user's language and answer in… → Identify the user's target output:… → Match the request in this order:… → …
  • An agent needs to create
  • SKILL.md covers Example Output, Reference, Workflow and Reference-image character…, plus 2 more sections
  • Calls npm

What it does

Gpt Image 2 Style Library is an agent skill from OWWZO/ai-agent. Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library. Use when an agent needs to create, rewrite, classify, or improve image-generation prompts with repository-backed templates, categories, style tags, scene tags, pitfalls, and example cases.

Its SKILL.md is about 880 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files and assets (for example `agents/openai.yaml` and `references/style-library.md`).

It sits in Media & Creative, covering Image generation. The repository describes itself as: 一个面向全网研究与复杂数据分析的云端智能体，能在公开网络、YouTube、BiliBili、X、小红书、Hacker News上研究任何主题 。项目wiki：https://zread.ai/OWWZO/ai-agent.

When your agent uses it

  • An agent needs to create
  • Improve image-generation prompts with repository-backed templates

Example prompts

  • “/gpt-image-2-style-library”

Workflow steps

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

  1. Detect the user's language and answer in that language.
  2. Identify the user's target output: product, poster, UI, infographic, brand, photo, illustration, character, scene, history, document, or…
  3. Match the request in this order: template category, visual style tag, scene tag, then nearest example cases.
  4. If one template is clearly strongest, use it directly. If several are plausible, present 2-3 options with short reasons and ask the user…
  5. Build the final prompt with these blocks
  6. Include the selected template name and any useful example case IDs.

What it can do on your machine

Read from SKILL.md and the folder at commit 09d002b. 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

    Shell commands in SKILL.md call:

    • npm

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

  • Network

    No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.

    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

Gpt Image 2 Style Library loads about 881 tokens when it runs, and up to ~7.5k if it reads all its reference files. Until then it costs about 84 tokens; SKILL.md has 423 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~84
When it runs · the whole SKILL.md, loaded when a task matches
~881
With references · SKILL.md plus every file in references/, read only if the agent opens them
~7.5k

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 423 words (~881 tokens).

“Use this skill to turn a user's image-generation intent into a production-ready GPT-Image2 prompt using the awesome-gpt-image-2 style library.”

— opening of SKILL.md by OWWZO
name
gpt-image-2-style-library

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (references, assets) in runtime/skills/gpt-image-2-style-library of OWWZO/ai-agent.

  • SKILL.md
  • agents/openai.yaml
  • assets/city-life-system-map.png
  • references/style-library.md

Open the folder on GitHubat commit 09d002b

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in OWWZO/ai-agent, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Gpt Image 2 Style Library 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.

Gpt Image 2 Style Library compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gpt Image 2 Style Library this skillOWWZO/ai-agent1891 repos~881Automated safety check: PassNone
AI Image Generation and Editingzhayujie/CowAgent47k—~1.3kAutomated safety check: PassMIT
Structured Image Generationbytedance/deer-flow84k4 repos~2.9kAutomated safety check: PassMIT
Canghe Comicfreestylefly/canghe-skills4618 repos~3.2kAutomated safety check: PassNone
Generate Imageynulihao/AgentSkillOS61810 repos~1.7kAutomated safety check: NotesNone
GPT Image Generation CLIwuyoscar/GPT-Image2-Skill5.7k—~2.5kAutomated safety check: NotesMIT

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Categories

Questions about Gpt Image 2 Style Library

What does Gpt Image 2 Style Library do?

Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library. Gpt Image 2 Style Library is an agent skill from OWWZO/ai-agent. Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library.

When should I use Gpt Image 2 Style Library?

Gpt Image 2 Style Library fits situations like: an agent needs to create; improve image-generation prompts with repository-backed templates.

How do I install Gpt Image 2 Style Library in Claude Code?

Run `npx skills add OWWZO/ai-agent --skill gpt-image-2-style-library -a claude-code`. Or copy the skill folder (runtime/skills/gpt-image-2-style-library in OWWZO/ai-agent) into .claude/skills/gpt-image-2-style-library in your project. Claude Code loads it when a task matches its description.

How do I install Gpt Image 2 Style Library in Codex?

Run `npx skills add OWWZO/ai-agent --skill gpt-image-2-style-library -a codex`. Or copy the skill folder (runtime/skills/gpt-image-2-style-library in OWWZO/ai-agent) into .agents/skills/gpt-image-2-style-library in your project. Codex loads it when a task matches its description.

Can I use Gpt Image 2 Style Library 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 OWWZO/ai-agent --skill gpt-image-2-style-library -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gpt-image-2-style-library, .gemini/skills/gpt-image-2-style-library, .github/skills/gpt-image-2-style-library and .opencode/skills/gpt-image-2-style-library in your project.

What does Gpt Image 2 Style Library need to run?

Going by SKILL.md and its folder, Gpt Image 2 Style Library needs the command-line tools its instructions call (npm).

Does Gpt Image 2 Style Library access the network?

SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Gpt Image 2 Style Library 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 Gpt Image 2 Style Library use?

No licence was found for Gpt Image 2 Style Library or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Gpt Image 2 Style Library use?

About 881 tokens (SKILL.md is roughly 3.5k 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 6.6k tokens, read only when the agent opens those files.

What are the alternatives to Gpt Image 2 Style Library?

Skills that share tags, products or a category with Gpt Image 2 Style Library: AI Image Generation and Editing (zhayujie/CowAgent, 47k stars), Structured Image Generation (bytedance/deer-flow, 84k stars), Canghe Comic (freestylefly/canghe-skills, 461 stars) and Generate Image (ynulihao/AgentSkillOS, 618 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gpt Image 2 Style Library?

OWWZO (a GitHub user) maintains it in OWWZO/ai-agent, which has 189 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 9, 2026.

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