Batch Process logo

Batch Process

OrganizationPopular
ZJU-REAL
batch-process

批量处理：对一个目录里的一批图片/视频/音频统一套用同一操作——批量压缩、加水印、转格式、缩放、转比例、音量归一化等。当用户说 批量处理、批量压缩、批量加水印、批量转格式、一批图片/视频、给这个文件夹、全部转成、批量缩放、批量转竖版、整个目录 时使用。基于 shared/scripts/batch_process.py（委派 image_ops/video_ops/audio_ops）。与 image-editing/video-editing/audio-editing 区别：那些处理单文件，本 SKILL 批量套用到整个目录。

Overview

PublisherZJU-REAL
RepositoryEasel
Skill namebatch-process
Stars
1.2K
Forks
175
Bundled files
Instructions only
LicenseApache-2.0
Links
Skill sourceRepositoryHomepage
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by ZJU-REAL on GitHub. Read the source before you install it.

Installation

Install the Batch Process AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/ZJU-REAL/Easel.git /tmp/Easel
mkdir -p .claude/skills
cp -r /tmp/Easel/skills/openclaw/batch-process .claude/skills/batch-process
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Batch Process in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Batch Process on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Batch Process is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

批量处理（目录级）

对整个目录的图片/视频/音频统一套用同一操作。走 skills/shared/scripts/batch_process.py， 逐个委派给对应确定性脚本（image_ops / video_ops / audio_ops）。

单文件处理见 image-editing / video-editing / audio-editing；本 SKILL 是它们的目录批量版。

输入

字段必填说明
目录是待处理文件所在目录
类型是image / video / audio（决定用哪个 ops 脚本 + 文件筛选）
操作是ops 子命令（如 resize/compress/watermark/aspect/convert/normalize）
操作参数视操作写在 -- 之后，原样透传给 ops 脚本

输出（默认 <目录>/batch_out/）

  • 处理后的同名文件；报告成功/失败数。

执行

脚本路径（相对项目根）：skills/shared/scripts/batch_process.py（run -h / list -h）。

bash
# 先预览会处理哪些文件
python skills/shared/scripts/batch_process.py list --dir imgs --type image

# 批量压缩图片到 500KB
python skills/shared/scripts/batch_process.py run --dir imgs --type image --op compress \
  --out-dir out -- --max-kb 500

# 批量加水印
python skills/shared/scripts/batch_process.py run --dir imgs --type image --op watermark \
  -- --text "@我的账号" --position bottom-right

# 批量视频转竖版 9:16
python skills/shared/scripts/batch_process.py run --dir clips --type video --op aspect \
  --out-dir out -- --ratio 9:16 --mode pad

# 批量音频转 mp3（改扩展名用 --ext）
python skills/shared/scripts/batch_process.py run --dir raw --type audio --op convert \
  --out-dir out --ext .mp3 -- --bitrate 192k

可用操作（透传给 ops 脚本，<脚本> <op> -h 看参数）

  • image（image_ops）：resize / crop / pad / convert / compress / watermark / round / thumbnail
  • video（video_ops）：compress / aspect / watermark / speed / gif / frame
  • audio（audio_ops）：convert / normalize / denoise / fade / speed / trim

规则

  1. 先 list 预览文件范围，确认无误再 run。
  2. -- 之后的参数原样透传给 ops 脚本；不确定参数先跑单文件版（image-editing 等）验证一次。
  3. 改输出格式用 --ext（如 .mp3/.png），否则沿用原扩展名。
  4. 批处理串行执行（避免高负载）；量大时耐心等，失败文件会单独列出不中断整体。
  5. 默认输出到 <目录>/batch_out/，不覆盖原文件。

参考来源

复用项目既有确定性脚本（image_ops/video_ops/audio_ops），本 SKILL 只做目录遍历 + 逐文件 委派 + 结果汇总，不重复实现处理逻辑。

Frequently asked questions

What does the Batch Process AI skill do?

批量处理：对一个目录里的一批图片/视频/音频统一套用同一操作——批量压缩、加水印、转格式、缩放、转比例、音量归一化等。当用户说 批量处理、批量压缩、批量加水印、批量转格式、一批图片/视频、给这个文件夹、全部转成、批量缩放、批量转竖版、整个目录 时使用。基于 shared/scripts/batch_process.py（委派 image_ops/video_ops/audio_ops）。与 image-editing/video-editing/audio-editing 区别：那些处理单文件，本 SKILL 批量套用到整个目录。

Why use Batch Process on TypingMind?

Because you install it once and use it with any model. Batch Process is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Batch Process in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/batch-process. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Batch Process?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Batch Process?

As many as you like. As long as a model supports skills, you can use Batch Process with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Batch Process AI skill free?

Yes. It is published on GitHub by ZJU-REAL under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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