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开源AI工作流
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Agent工作流

开源AI工作流

基于 Python · 无代码搭建完整 AI 自动化流程
英文名:mythril-agent-skills
⭐ 6 Stars 🍴 4 Forks 💻 Python 📄 Apache-2.0 🏷 AI 7.5分
7.5AI 综合评分
workflowpython
✦ AI Skill Hub 推荐

经 AI Skill Hub 精选评估,开源AI工作流 获评「推荐使用」。这款Agent工作流在功能完整性、社区活跃度和易用性方面表现出色,AI 评分 7.5 分,适合有一定技术背景的用户使用。

📚 深度解析

开源AI工作流 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。

开源AI工作流 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

A unified skill management system for multi-agent AI coding assistants,提供高效的技能管理和协调能力,提高开发效率和质量。

开源AI工作流 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
⭐ 6
开发语言
Python
支持平台
Windows / macOS / Linux
维护状态
轻量级项目,按需更新
开源协议
Apache-2.0
AI 综合评分
7.5 分
工具类型
Agent工作流
Forks
4

📖 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」。

A unified skill management system for multi-agent AI coding assistants,提供高效的技能管理和协调能力,提高开发效率和质量。

开源AI工作流 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
# 方式一:pip 安装(推荐)
pip install mythril-agent-skills

# 方式二:虚拟环境安装(推荐生产环境)
python -m venv .venv
source .venv/bin/activate  # Windows: .venv\Scripts\activate
pip install mythril-agent-skills

# 方式三:从源码安装(获取最新功能)
git clone https://github.com/jie-meng/mythril-agent-skills
cd mythril-agent-skills
pip install -e .

# 验证安装
python -c "import mythril_agent_skills; print('安装成功')"
📋 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
# 命令行使用
mythril-agent-skills --help

# 基本用法
mythril-agent-skills input_file -o output_file

# Python 代码中调用
import mythril_agent_skills

# 示例
result = mythril_agent_skills.process("input")
print(result)
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
# mythril-agent-skills 配置文件示例(config.yml)
app:
  name: "mythril-agent-skills"
  debug: false
  log_level: "INFO"

# 运行时指定配置文件
mythril-agent-skills --config config.yml

# 或通过环境变量配置
export MYTHRIL_AGENT_SKILLS_API_KEY="your-key"
export MYTHRIL_AGENT_SKILLS_OUTPUT_DIR="./output"
📑 README 深度解析 真实文档 完整度 32/100 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。

mythril-agent-skills

<p align="center"> <img src="docs/assets/banner.webp" width="500" alt="mythril-agent-skills"> </p>

English | 中文

A unified skill management system for multi-agent AI coding assistants. This toolkit (distributed as a Python package) provides a curated collection of reusable skills plus centralized CLI commands to install, configure, and maintain them across Github Copilot, Claude Code, Cursor, Codex, Gemini CLI, OpenClaw, Hermes ...

How the Installer Works

The skills-setup command guides you through two interactive screens:

  1. Select AI tools — choose which tools to install skills to
  2. Select skills — choose which skills to install

The skill selection screen shows two sections: Builtin Skills (bundled with the package) and Local Skills (discovered in the current directory). See Installing Local Skills for details.

Select skills to install:
Up/Down move | Space toggle | a all/none | Enter confirm | q quit

  [x]  Select All / Deselect All
  ------------------------------------
  Builtin Skills (16)
  [x]  blog-writer
  [x]  code-review-staged
  [x]  figma
  ...
  Local Skills (2)  [my-skills/]
  [x]  my-custom-skill
  [x]  jira  (overrides builtin)

  18/18 selected

Tools that are not installed on your machine are shown dimmed with [-] markers and cannot be selected.

After installation, skills-check runs automatically for builtin skills that need external dependencies (CLI tools or API tokens). Local skills are excluded from this check — managing their dependencies is the user's responsibility.

Installing Local Skills

skills-setup discovers local skills automatically when you run it from a directory that contains skill subdirectories (any non-hidden subdirectory with a SKILL.md file). This makes it easy to install third-party or custom skill collections you've downloaded:

```bash

Run skills-setup from inside that directory

skills-setup ```

The installer scans the current directory's immediate subdirectories and shows any discovered skills in a separate Local Skills section below the builtin ones.

Conflict handling: If a local skill has the same name as a builtin skill, it is highlighted in a distinct color with an (overrides builtin) note. When both are installed, builtin skills are installed first and local skills are installed last — so the local version takes precedence.

Dependency checks: skills-check only runs for builtin skills after installation. For local skills, dependency management (installing required CLI tools, API keys, etc.) is left to the user.

Cleanup installed skills

skills-cleanup

The cleanup command guides you through two screens:

  1. Select AI tools — choose which tool directories to scan (defaults to all detected)
  2. Select skills to remove — a tree view showing each tool and its installed skills (defaults to none selected)
Select skills to remove:
Up/Down move | Space toggle | a all/none | Enter confirm | q quit

  [ ]  Select All / Deselect All
  ------------------------------------
  Copilot CLI  ~/.copilot/skills/  (0/3)
      [ ]  code-review-staged
      [ ]  figma
      [ ]  skill-creator
  Cursor  ~/.cursor/skills/  (0/2)
      [ ]  gh-operations
      [ ]  jira

  0/5 selected for removal

Project-specific setup

To install skills at the project level instead, manually copy them:

```bash cp -r mythril_agent_skills/skills/skill-name ./your-project/.github/skills/

Quick Start

Use as-is skills:

<details> <summary>Option A: Install via pip</summary>

If you just want to install and use existing skills, start here. Install it from PyPI — no need to clone the repository:

pip install mythril-agent-skills

To upgrade to the latest version:

pip install -U mythril-agent-skills

This gives you four commands:

CommandDescription
skills-setupInteractive installer — select AI tools and skills to install
skills-cleanupInteractive remover — select installed skills to remove
skills-checkDependency checker — verify and configure required CLI tools and API keys
skills-clean-cacheCache cleaner — remove temp files created by skills at runtime

Install skills:

skills-setup              # Interactive: select tools, then skills
skills-setup .cursor      # Direct target: skip tool selection

Remove skills:

skills-cleanup

Check dependencies:

skills-check                    # Interactive: select skills to check
skills-check gh-operations jira figma  # Check specific skills

Clean up cached temp files:

skills-clean-cache          # Interactive: list cache, confirm before deleting
skills-clean-cache --force  # Delete without confirmation
skills-clean-cache --repos  # Interactive: select repos to delete

The checker will: - Launch an interactive UI to select skills (when run without arguments) - Detect missing CLI tools (e.g. gh) and offer to install them automatically - Prompt for missing API keys/tokens and save them to your shell config file - Verify authentication status (e.g. gh auth status)

</details>

<details> <summary>Option B: Claude Code plugin marketplace</summary>

If you use Claude Code, you can install skills as a plugin marketplace — no pip required. See also: discover and install plugins.

Add the marketplace:

/plugin marketplace add jie-meng/mythril-agent-skills

Install all skills at once:

/plugin install all-skills@mythril-agent-skills

Or install individual skills as needed:

/plugin install figma@mythril-agent-skills
/plugin install jira@mythril-agent-skills
/plugin install github-code-review-pr@mythril-agent-skills

You can use /plugin discover to interactively find and install plugins:

<p align="center"> <img src="docs/assets/cc-plugin-usage.webp" width="600" alt="Add marketplace and install plugin"> </p>

<details> <summary>All available plugins</summary>

PluginDescription
all-skillsAll-in-one bundle (all 20 skills)
skill-creatorCreate and improve skills/prompts for any AI platform
code-review-stagedCode review for git staged changes
branch-diff-reviewCode review for local branch differences
github-code-review-prPR code review via GitHub CLI
git-repo-readerClone, cache, and read any git repository
gh-operationsGitHub CLI operations for issues and PRs
jiraJira REST API integration
confluenceConfluence REST API integration
figmaExtract Figma design specs
gleanGlean CLI for enterprise knowledge search and AI chat
excelRead, write, search, and manipulate Excel workbooks (.xlsx)
pdfRead, extract, and manipulate PDF files
md-to-pdfConvert Markdown files to PDF
imagemagickImage processing via ImageMagick CLI
ffmpegVideo and audio processing via FFmpeg CLI
android-screen-readerRead the current screen of a connected Android device via adb
blog-writerWrite, refine, and adapt tech-first multilingual blog posts
user-journeyDraft user journey maps and lo-fi wireframes via natural language — HTML/CSS workspace with map/stage/presenter views
fullstack-initInitialize multi-repo fullstack workspace with AI context
fullstack-spikeRun time-boxed spikes without committing
fullstack-implImplement features/fixes across a fullstack workspace

</details>

To update later:

/plugin marketplace update mythril-agent-skills

To uninstall a plugin:

/plugin uninstall figma@mythril-agent-skills

To remove the marketplace entirely (also uninstalls all its plugins):

/plugin marketplace remove mythril-agent-skills
Note: This option only installs skills into Claude Code — the CLI commands (skills-setup, skills-cleanup, skills-clean-cache) are not included. For full toolkit support (multi-tool installation, dependency checking, cache management), use Option A.

</details>

Or customize your own skills:

<details> <summary>Option C: GitHub fork or independent clone</summary>

If you want to customize skills and keep your own repository, you have two equivalent paths:

  • GitHub fork (stay linked to upstream on github.com)
  • Independent clone (fully detach from upstream, any platform)

Pick one setup below, then follow the shared usage steps after it.

Setup A — GitHub fork (linked to upstream):

```bash

🎯 aiskill88 AI 点评 A 级 2026-05-28

该项目提供了一个开源的AI工作流,支持多个技能的管理和协调,提高了开发效率和质量,但需要进一步优化和完善。

📚 实用指南(长尾问题)
适合谁
  • 构建多智能体协作系统的 Agent 开发者
最佳实践
  • Agent 任务先做 dry-run 验证工具调用链,再开启自主执行
常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • Python 依赖冲突:建议用 venv / uv 隔离环境
部署方案
  • CLI:直接 npm install -g / pip install,命令行调用
  • 云端托管:可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
mythril-agent-skills 中文教程mythril-agent-skills 安装报错怎么办mythril-agent-skills Agent 工作流mythril-agent-skills 与同类工具对比mythril-agent-skills 最佳实践mythril-agent-skills 适合谁用

⚡ 核心功能

👥 适合谁
  • 构建多智能体协作系统的 Agent 开发者
⭐ 最佳实践
  • Agent 任务先做 dry-run 验证工具调用链,再开启自主执行
⚠️ 常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • Python 依赖冲突:建议用 venv / uv 隔离环境

👥 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
  • +Apache-2.0 协议,可免费商用
  • +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

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

✅ Apache 2.0 — 宽松开源协议,可商用,需保留版权声明和 NOTICE 文件,含专利授权条款。

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🗺️ 相关解决方案
🧩 你可能还需要
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❓ 常见问题 FAQ

mythril-agent-skills 是一款Python开发的AI辅助工具。开源AI工作流:A unified skill management system for multi-agent AI coding assistants. This too。⭐6 · Python 主要应用场景包括:用于开发和测试多个AI编码助手的技能管理系统。
💡 AI Skill Hub 点评

AI Skill Hub 点评:开源AI工作流 的核心功能完整,质量良好。对于自动化工程师和运维人员来说,这是一个值得纳入个人工具库的选择。建议先在非生产环境试用,再逐步推广。

⬇️ 获取与下载
⬇ 下载源码 ZIP

✅ Apache-2.0 协议 · 可免费商用 · 直接从 aiskill88 服务器下载,无需跳转 GitHub

📚 深入学习 开源AI工作流
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 mythril-agent-skills
原始描述 开源AI工作流:A unified skill management system for multi-agent AI coding assistants. This too。⭐6 · Python
Topics workflowpython
GitHub https://github.com/jie-meng/mythril-agent-skills
License Apache-2.0
语言 Python
🔗 原始来源
🐙 GitHub 仓库  https://github.com/jie-meng/mythril-agent-skills

收录时间:2026-05-28 · 更新时间:2026-05-30 · License:Apache-2.0 · AI Skill Hub 不对第三方内容的准确性作法律背书。