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AI工具客户端
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Agent工作流

AI工具客户端

基于 C# · 无代码搭建完整 AI 自动化流程
英文名:aitools_client
⭐ 183 Stars 🍴 22 Forks 💻 C# 📄 NOASSERTION 🏷 AI 7.5分
7.5AI 综合评分
AIUnityComfyUILLM
⚙️ 配置说明
✦ AI Skill Hub 推荐

AI工具客户端 是 AI Skill Hub 本期精选Agent工作流之一。综合评分 7.5 分,整体质量较高。我们推荐使用将其纳入你的 AI 工具库,帮助提升工作效率。

📚 深度解析

AI工具客户端 是一套完整的 AI Agent 自动化工作流方案。随着 AI 能力的不断提升,基于 Agent 的自动化工作流正在成为提升个人和团队效率的核心方式。区别于传统的 RPA 自动化(模拟鼠标键盘操作),AI Agent 工作流通过理解任务意图、动态规划执行路径,能够处理更复杂的非结构化任务。

AI工具客户端 工作流的设计遵循"最小配置,最大复用"原则:核心逻辑已经封装好,用户只需配置自己的 API Key 和业务参数即可快速上手。工作流内置错误处理和重试机制,在网络波动或 API 限速等情况下仍能稳定运行,适合作为生产环境的自动化基础设施。

在实际部署时,建议先在测试环境中运行 3-5 次,验证各个环节的输出结果符合预期,再部署到生产环境。AI Skill Hub 评分 7.5 分,是同类 Agent 工作流中的精选推荐。

📋 工具概览

AI工具客户端 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。

GitHub Stars
⭐ 183
开发语言
C#
支持平台
Windows / macOS / Linux
维护状态
轻量级项目,按需更新
开源协议
NOASSERTION
AI 综合评分
7.5 分
工具类型
Agent工作流
Forks
22

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理,如需查看完整原始文档请访问底部「原始来源」。

AI工具客户端 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。

📌 核心特色
  • 可视化 Agent 工作流编排,无需编写复杂代码
  • 支持多步骤自动化任务链,实现全流程无人值守
  • 与外部 API、数据库和第三方服务无缝集成
  • 内置错误处理与自动重试机制,保障稳定运行
  • 提供可复用的自动化模板,快速在同类场景部署
🎯 主要使用场景
  • 自动化日常重复性工作,将精力集中于创造性任务
  • 构建数据采集 → 处理 → 输出的完整自动化管线
  • 实现跨平台、跨系统的数据流转和业务协同
以下安装命令基于项目开发语言和类型自动生成,实际以官方 README 为准。
安装命令
# 克隆仓库
git clone https://github.com/SethRobinson/aitools_client
cd aitools_client

# 查看安装说明
cat README.md

# 按 README 完成环境依赖安装后即可使用
📋 安装步骤说明
  1. 访问 GitHub 仓库获取工作流文件
  2. 在对应平台(Dify / Flowise / Make 等)中找到「导入工作流」功能
  3. 上传工作流文件
  4. 按照提示配置必要的环境变量和 API Key
  5. 运行测试确认流程正常后投入使用
以下用法示例由 AI Skill Hub 整理,涵盖最常见的使用场景。
常用命令 / 代码示例
# 查看帮助
aitools_client --help

# 基本运行
aitools_client [options] <input>

# 详细使用说明请查阅文档
# https://github.com/SethRobinson/aitools_client
以下配置示例基于典型使用场景生成,具体参数请参照官方文档调整。
配置示例
# aitools_client 配置说明
# 查看配置选项
aitools_client --config-example > config.yml

# 常见配置项
# output_dir: ./output
# log_level: info
# workers: 4

# 环境变量(覆盖配置文件)
export AITOOLS_CLIENT_CONFIG="/path/to/config.yml"
📑 README 深度解析 真实文档 完整度 57/100 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理,保留代码块、表格与列表结构。

Seth's AI Tools: A Unity based front-end for ComfyUI and Ollama (and others) that does things like generate photos and movies, Twine games, quizzes, posters and more.

License: BSD style attribution, see LICENSE.md

<p float="left"> <a href="Media/aitools_v2_aiguide.png"><img align="top" src="Media/aitools_v2_aiguide.png"></a> </p>

Features

  • It's not a web app, it's a native locally run Windows .exe (Unity with C#)
  • AI Chat mode is kind of nano-banana at home, can just "ask" it to make images, posters, intelligently use anchor images, this is probably the coolest feature
  • Drag and drop images in as well as paste images from the windows clipboard
  • Built-in image processing like cropping and resizing, mask painting
  • Pan/zoom with thousands of images on the screen
  • Built to utilize many ComfyUI servers and or LLMS at once
  • AI Guide feature harnesses the power of AI to create motivational posters, illustrated stories
  • Adventure mode allows playing a realtime illustrated adventure (kind of like AI Dungeon) or generate quizes and choose your own adventures that can be exported to self contained playable HTML versions
  • Privacy respected - does not phone home or collect any statistics, purely local usage. (it does check a single file on github.com to check for newer versions, but that's it)

Setup

Your ComfyUI server needs to be started using the --listen parm, so the API can be accessed.

After running it, a config.txt will be made. There is a config edit button inside the app, it's kind of self-documented, just go through it and update as necessary.

If your ComfyUI server is password protected, for example with the ComfyUI-Login custom node, append its direct API bearer token to the add_server line:

add_server|http://secured-box.lan:8188|token=$2b$12$qUfJfV942n...

This is optional; leave |token=... off for normal open ComfyUI servers. For ComfyUI-Login, use the token it prints for direct API calls, not your web UI password. AITools sends it as an Authorization: Bearer header for ComfyUI HTTP and WebSocket requests.

Building from source

You only need to download the zip and run the .exe to use this, However, the source might be useful to generate a build for other platforms, fork or steal pieces to use for yourself. Go ahead!

  • Requires Unity 6000.3.1f+
  • Open the scene "Main" and click play to run
  • Assets/GUI/GOTHIC.TFF and Assets/GUI/times.ttf are not included and might break the build because I was having trouble and switched some settings around that might require them now (dynamic vs static TMPro font settings...)

---

Credits and links

  • Audio: "Chee Zee Jungle"

Kevin MacLeod (incompetech.com)

Licensed under Creative Commons: By Attribution 3.0

http://creativecommons.org/licenses/by/3.0/

  • NotoSansCJKjp-VF font licensed under the Open Font License (OFL)
  • Audio: JOHN_MICHEL_CELLO-BACH_AVE_MARIA.mp3 performed by John Michel. Licensed under Creative Commons: By Attribution 3.0

http://creativecommons.org/licenses/by/3.0/

  • Written by Seth A. Robinson (seth@rtsoft.com) twitter: @rtsoft - Codedojo, Seth's blog
  • Special thanks to the ComfyUI and llama.cpp projects

Screenshots

<a href="Media/ai_tools_dungeons_generate.png"><img src="Media/ai_tools_dungeons_generate.png" width="300"></a> <a href="Media/ait_dungeon_twine_export.png"><img src="Media/ait_dungeon_twine_export.png" width="300"></a> <a href="Media/ait_twine_stored_html2.png"><img src="Media/ait_twine_stored_html2.png" width="300"></a> <a href="Media/ait_quiz_kyoto.png"><img src="Media/ait_quiz_kyoto.png" width="300"></a> <a href="Media/ai_tools_birdy_to_bird.jpg"><img src="Media/ai_tools_birdy_to_bird.jpg" width="300"></a>

Setting up with ComfyUI

First, install ComfyUI and get it rendering stuff.

Then install my Workflow to API Converter Endpoint via ComfyUI Manager

This node allows us to only work with normal workflow json files, and never have to export "API" versions. The API conversions will happen under the hood automatically when needed, makes life much better. Click its page above for help.

It will work if you don't, but this allows modified or new workflows to work as it can convert them to "API" versions on the fly when needed.

Next, just for a test to make sure the workflows included with AITools are going to work, inside ComfyUI's web GUI, drag in aitools_client/ComfyUI/FullWorkflowVersions/text_to_img_flux.json or any others. The neat thing about ComfyUI is it will read this and convert it to its visual workflow format, ready to run. (you might want to change the prompt from <AITOOLS_PROMPT> to something else during testing here) - Click Queue. Does it work? Oh, if you see an Image Loader set to the file "<AITOOLS_INPUT_1>" you'll need to change that to a file on your ComfyUI server if you want to test.

You'll probably see a bunch of red nodes and errors - no problem! Make sure you have ComfyUI-Manager installed, you can use it to install any missing nodes. You'll probably have to track down various model files though, but at least when you try to render it will shows exactly the filenames that are missing. (look for red boxes around certain nodes)

Adjust it until it works (change paths or models or whatever you need, you could even start with a totally different workflow you found somewhere else), and make sure the prompt is set to <AITOOLS_PROMPT>. (<AITOOLS_NEGATIVE_PROMPT> can be used if your workflow has a place for that too) Then do Workflow->Export if you wanted to save your own. (note: we no longer use "API" versions at all, thank god, just normal workflows and dynamically convert them as needed)

So you don't have to create custom workflows for every checkpoint/filesize etc, you can use AITools' "@replace" to change any part of a workflow before it's sent to ComfyUI's API, but after it's been converted to an "API" version of the workflow. You'll see it used in various presets.

Check discussions for some more info here

List of keywords that can be used in ComfyUI workflows so AITools can modify things

KeywordDescription
<AITOOLS_PROMPT>Main prompt used to generate whatever (image or movie). Same as <AITOOLS_PROMPT_1>
<AITOOLS_PROMPT_1> - <AITOOLS_PROMPT_8>Extended prompts for multi-segment generation (e.g., different prompts for each 5 seconds of a 20 second movie). AITOOLS_PROMPT_1 falls back to AITOOLS_PROMPT if empty
<AITOOLS_NEGATIVE_PROMPT>Some image generators use this, but a lot ignore it
<AITOOLS_AUDIO_PROMPT>Audio prompt for audio things
<AITOOLS_AUDIO_NEGATIVE_PROMPT>What you DON'T want to hear (e.g., to exclude music from audio)
<AITOOLS_SEGMENTATION_PROMPT>For SAM3 segmentation - like "head" and the head gets selected
<AITOOLS_INPUT_1> - <AITOOLS_INPUT_4>For images. Use Load Image (Path) (a V.H.S. node) anywhere a normal image is needed. Supports up to 4 image inputs via @upload command
🎯 aiskill88 AI 点评 A 级 2026-06-10

高质量的AI工作流工具

📚 实用指南(长尾问题)
适合谁
  • 需要 aitools_client 解决具体问题的开发者与运营人员
最佳实践
  • 先在测试环境跑通最小用例,再接入生产数据
常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
部署方案
  • 云端托管:可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
aitools_client 中文教程aitools_client 安装报错怎么办aitools_client 与同类工具对比aitools_client 最佳实践aitools_client 适合谁用

⚡ 核心功能

👥 适合谁
  • 需要 aitools_client 解决具体问题的开发者与运营人员
⭐ 最佳实践
  • 先在测试环境跑通最小用例,再接入生产数据
⚠️ 常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)

👥 适合人群

自动化工程师和运维人员项目经理和业务分析师希望减少重复性工作的专业人士数字化转型团队

🎯 使用场景

  • 自动化日常重复性工作,将精力集中于创造性任务
  • 构建数据采集 → 处理 → 输出的完整自动化管线
  • 实现跨平台、跨系统的数据流转和业务协同

⚖️ 优点与不足

✅ 优点
  • +大幅减少重复性人工操作
  • +可视化流程,清晰直观
  • +可扩展性强,支持复杂场景
⚠️ 不足
  • 初始配置和调试需投入一定时间
  • 强依赖外部服务的稳定性
  • 复杂场景需具备一定技术基础
⚠️ 使用须知

该工具使用 NOASSERTION 协议,商用场景请仔细阅读协议条款,必要时咨询法律意见。

AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。

📄 License 说明

📄 NOASSERTION — 请查阅原始协议条款了解具体使用限制。

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❓ 常见问题 FAQ

参考项目文档
💡 AI Skill Hub 点评

经综合评估,AI工具客户端 在Agent工作流赛道中表现稳健,质量良好。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。

⬇️ 获取与下载
📚 深入学习 AI工具客户端
查看分步骤安装教程和完整使用指南,快速上手这款工具
🌐 原始信息
原始名称 aitools_client
原始描述 开源AI工作流:Seth's AI Tools: A Unity based front end that uses ComfyUI and LLMs to create st。⭐183 · C#
Topics AIUnityComfyUILLM
GitHub https://github.com/SethRobinson/aitools_client
License NOASSERTION
语言 C#
🔗 原始来源
🐙 GitHub 仓库  https://github.com/SethRobinson/aitools_client

收录时间:2026-06-10 · 更新时间:2026-06-10 · License:NOASSERTION · AI Skill Hub 不对第三方内容的准确性作法律背书。