Intelligence Transfer
ruvnet/ruflo
Publish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hookstransfer enables
文案风格迁移：把一段文案从一种风格改写成另一种风格（严肃→搞笑、书面→口语、文艺→直白、正式→社交媒体感）， 支持风格参考（给一段目标风格的示例文本）。
Apache-2.0Auto-check passed
Install Style Transfer
$ npx skills add ZJU-REAL/Easel --skill style-transfer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ZJU-REAL/Easel style-transfer --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/ZJU-REAL/Easel.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openclaw/style-transfer .claude/skills/style-transfer && 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 "style-transfer" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/style-transfer into .claude/skills/style-transfer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "style-transfer", 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/ZJU-REAL/Easel/tree/main/skills/openclaw/style-transferType 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 ZJU-REAL/Easel --skill style-transfer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ZJU-REAL/Easel style-transfer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/openclaw/style-transfer .agents/skills/style-transfer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "style-transfer" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/style-transfer into .agents/skills/style-transfer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "style-transfer", 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 ZJU-REAL/Easel --skill style-transfer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ZJU-REAL/Easel style-transfer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/openclaw/style-transfer .cursor/skills/style-transfer && 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 "style-transfer" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/style-transfer into .cursor/skills/style-transfer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "style-transfer", 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/ZJU-REAL/Easel.git --path skills/openclaw/style-transfer--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 ZJU-REAL/Easel --skill style-transfer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ZJU-REAL/Easel style-transfer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/openclaw/style-transfer .gemini/skills/style-transfer && 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 "style-transfer" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/style-transfer into .gemini/skills/style-transfer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "style-transfer", 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 ZJU-REAL/Easel style-transferInstalls 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 ZJU-REAL/Easel --skill style-transfer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/openclaw/style-transfer .github/skills/style-transfer && 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 "style-transfer" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/style-transfer into .github/skills/style-transfer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "style-transfer", 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 ZJU-REAL/Easel --skill style-transfer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ZJU-REAL/Easel style-transfer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/openclaw/style-transfer .opencode/skills/style-transfer && 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 "style-transfer" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/style-transfer into .opencode/skills/style-transfer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "style-transfer", 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
style-transfer- GitHub stars
- 3.4k
- Token cost
- ~572 tokens
- SKILL.md length
- 146 words
- Files
- 3 (incl. references)
- Skills in repo
- 114
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
文案风格迁移：把一段文案从一种风格改写成另一种风格（严肃→搞笑、书面→口语、文艺→直白、正式→社交媒体感）， 支持风格参考（给一段目标风格的示例文本）。
- Works in 5 steps: 风格分析 → 目标风格建模 → 迁移改写 → …
- SKILL.md covers 输入, 输出, 执行步骤 and Profile 感知
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Style Transfer is an agent skill from ZJU-REAL/Easel. 文案风格迁移：把一段文案从一种风格改写成另一种风格（严肃→搞笑、书面→口语、文艺→直白、正式→社交媒体感）， 支持风格参考（给一段目标风格的示例文本）。 使用时机：用户说"改成搞笑风格"、"换个风格"、"风格迁移"、"改成口语化"、"改成文艺风"、 "像 XX 那样写"、"风格改写"、"换个腔调"。 和 text-polisher 的区别：polisher 提升质量不改风格，style-transfer 改变风格不做质量评估。
Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `EASEL-META.md` and `references/style-rules.md`).
The repository describes itself as: An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的… The licence is Apache-2.0.
Example prompts
- “改成搞笑风格”
- “像 XX 那样写”
- “/style-transfer”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 278f420. 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
Style Transfer loads about 572 tokens when it runs, and up to ~961 if it reads all its reference files. Until then it costs about 58 tokens; SKILL.md has 146 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from ZJU-REAL/Easel at commit 278f420, republished under its Apache-2.0 licence (© ZJU-REAL). 146 words, ~572 tokens.
Download SKILL.mdSave it as
.claude/skills/style-transfer/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- style-transfer
- description
- 文案风格迁移：把一段文案从一种风格改写成另一种风格（严肃→搞笑、书面→口语、文艺→直白、正式→社交媒体感）， 支持风格参考（给一段目标风格的示例文本）。 使用时机：用户说"改成搞笑风格"、"换个风格"、"风格迁移"、"改成口语化"、"改成文艺风"、 "像 XX 那样写"、"风格改写"、"换个腔调"。 和 text-polisher 的区别：polisher 提升质量不改风格，style-transfer 改变风格不做质量评估。
- layer
- produce
文案风格迁移
把文案从一种风格改写成另一种风格，保留核心语义，只改表达方式。
输入
| 字段 | 必填 | 说明 |
|---|---|---|
text | 是 | 待改写的原文 |
target_style | 是 | 目标风格（见预设风格列表，或自由描述） |
style_reference | 否 | 一段目标风格的示例文本，用于学习风格特征 |
preserve_keywords | 否 | 必须保留的关键词/术语列表 |
intensity | 否 | 迁移强度：light（微调语气）/ medium（默认）/ full（彻底改写） |
预设风格
详见
references/style-rules.md，含完整执行清单。
| 风格 key | 名称 | 核心规则 | 句式特征 | 禁止事项 |
|---|---|---|---|---|
humorous | 搞笑 | 每 3-4 句至少一个梗点/夸张/自嘲 | 短句为主，反转节奏 | 不用"哈哈哈"、不解释梗 |
colloquial | 口语 | 去掉所有书面连词，用"嗯""就是""反正" | ≤15字/句，多用问句和感叹 | 不用"综上""此外""因此" |
literary | 文艺 | 意象化表达，用比喻代替直述 | 长短交替，有留白 | 不堆砌形容词 |
sharp | 犀利 | 直接下判断，不留余地 | 短促有力，多用句号 | 不用"可能""也许""个人觉得" |
professional | 专业 | 术语准确，逻辑链完整 | 并列/递进结构清晰 | 不用口语化表达 |
healing | 治愈 | 温暖共情，"你"开头的句子多 | 中等句长，节奏舒缓 | 不用反讽/批判 |
sarcastic | 毒舌 | 一针见血指出问题，不留面子 | 极短句+反问 | 不人身攻击 |
social_media | 社交媒体感 | emoji+口语+互动句式 | 分行多，每行≤20字 | 不写长段落 |
custom | 自定义 | 需提供 style_reference | — | — |
输出
- 改写后的文案（纯文本）
- 风格变更摘要（改了哪些维度：用词、句式、语气、修辞、节奏）
- 写入
outputs/目录，文件名含原风格和目标风格标识
执行步骤
Step 1 — 风格分析
分析原文的风格特征，识别以下维度：
- 用词层：正式/口语、抽象/具体、术语密度
- 句式层：长短句比例、主被动、复句/简单句
- 语气层：客观/主观、冷峻/热情、距离感
- 修辞层：比喻、排比、反问、夸张等手法的使用频率
- 节奏层：段落长度、停顿感、信息密度
Step 2 — 目标风格建模
如果提供了 style_reference：
- 用同样维度分析参考文本，提取风格特征向量
- 识别参考文本的标志性手法（如特定句式、口头禅、节奏模式）
如果使用预设风格：
- 加载预设风格的特征定义
Step 3 — 迁移改写
按迁移强度执行改写：
- 逐段处理，保证语义完整性
- 按优先级调整：语气 → 用词 → 句式 → 修辞 → 节奏
- 保留
preserve_keywords中指定的关键词不变 - 保持原文的信息完整度（不增不减核心信息）
Step 4 — 一致性校验
- 检查全文风格是否统一（避免前后风格不一致）
- 检查核心信息是否保留完整
- 检查
preserve_keywords是否全部保留 - 如果迁移后文意偏移超过阈值，回退该段重写
Step 5 — 输出变更摘要
列出改写涉及的风格维度变化，让用户了解改了什么：
风格迁移: 正式 → 口语化
- 用词: 书面语替换为日常用词 (12处)
- 句式: 长复句拆为短句 (8处)
- 语气: 增加语气词和互动感 (6处)
- 修辞: 移除排比，增加口语化比喻 (3处)Profile 感知
- 有 Profile：从
style.md读取账号的惯用风格偏好，作为目标风格的微调参考；从identity.md读取品牌调性，确保改写后仍符合品牌边界 - 无 Profile：直接按用户指定的目标风格改写，不做品牌约束
自研溯源与参考项目见同目录
EASEL-META.md。
© ZJU-REAL, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (references) in skills/openclaw/style-transfer of ZJU-REAL/Easel.
- SKILL.md
- EASEL-META.md
- references/style-rules.md
Open the folder on GitHubat commit 278f420
Compare with similar skills
Style Transfer 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 |
|---|---|---|---|---|---|---|
| Style Transfer this skillZJU-REAL/Easel | 3.4k | — | ~572 | Automated safety check: Pass | Apache-2.0 | |
| Intelligence Transferruvnet/ruflo | 74k | — | ~877 | Automated safety check: Notes | MIT | |
| Performing DNS Enumeration And Zone Transfermukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | |
| MoviePilot Failed Transfer Retryjxxghp/MoviePilot | 12k | — | ~584 | Automated safety check: Pass | GPL-3.0 | |
| Transfer BridgeGarethManning/education-agent-skills | 840 | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Item TransferMaaEnd/MaaEnd | 4k | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 |
Similar skills
Performing DNS Enumeration And Zone Transfer
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MoviePilot Failed Transfer Retry
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Retries failed MoviePilot video and music transfer records one verified group at a time, keeping retry evidence and re-identifying only legacy records that were actually deleted.
Transfer Bridge
GarethManning/education-agent-skills
After the learner demonstrates understanding of a concept, present near-transfer and far-transfer challenges.
Item Transfer
MaaEnd/MaaEnd
仅当用户明确要求往「🐌库存转移 / ItemTransfer」任务里新增可搬运物品（即在 assets/tasks/ItemTransfer.json 的 option.WhatToTransfer.cases 里加 case，并同步 assets/data/ItemTransfer/itemorder.json 与 5 个 locale 文件的…
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Tao Validate Recipe Transfer
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Port a published computer vision paper's official code and training recipe onto a customer's own dataset, or diagnose why such a transfer produced bad numbers.
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Questions about Style Transfer
What does Style Transfer do?
文案风格迁移：把一段文案从一种风格改写成另一种风格（严肃→搞笑、书面→口语、文艺→直白、正式→社交媒体感）， 支持风格参考（给一段目标风格的示例文本）。. Style Transfer is an agent skill from ZJU-REAL/Easel.
How do I install Style Transfer in Claude Code?
Run `npx skills add ZJU-REAL/Easel --skill style-transfer -a claude-code`. Or copy the skill folder (skills/openclaw/style-transfer in ZJU-REAL/Easel) into .claude/skills/style-transfer in your project. Claude Code loads it when a task matches its description.
How do I install Style Transfer in Codex?
Run `npx skills add ZJU-REAL/Easel --skill style-transfer -a codex`. Or copy the skill folder (skills/openclaw/style-transfer in ZJU-REAL/Easel) into .agents/skills/style-transfer in your project. Codex loads it when a task matches its description.
Can I use Style Transfer 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 ZJU-REAL/Easel --skill style-transfer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/style-transfer, .gemini/skills/style-transfer, .github/skills/style-transfer and .opencode/skills/style-transfer in your project.
What does Style Transfer need to run?
SKILL.md names no scripts, command-line tools or credentials: Style Transfer is instructions for the agent only.
Does Style Transfer 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 Style Transfer 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 Style Transfer use?
Style Transfer is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Style Transfer use?
About 572 tokens (SKILL.md is roughly 2.3k 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 389 tokens, read only when the agent opens those files.
What are the alternatives to Style Transfer?
Skills that share tags, products or a category with Style Transfer: Intelligence Transfer (ruvnet/ruflo, 74k stars), Performing DNS Enumeration And Zone Transfer (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), MoviePilot Failed Transfer Retry (jxxghp/MoviePilot, 12k stars) and Transfer Bridge (GarethManning/education-agent-skills, 840 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Style Transfer?
ZJU-REAL (a GitHub organization) maintains it in ZJU-REAL/Easel, which has 3,376 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on October 9, 2026.
Source: ZJU-REAL/Easel on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.