[Feat] Refactor Skills #845

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Merged

wangxingjun778 merged 32 commits into modelscope:main from wangxingjun778:feat/skills_refactor

Feb 2, 2026

.pre-commit-config.yaml

            
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    @@ -1,57 +1,40 @@
  
    repos:

      - repo: https://github.com/pycqa/flake8.git

        rev: 4.0.0

        hooks:

          - id: flake8

            exclude: |

                (?x)^(

                    thirdparty/|

                    examples/|

                    tests/run.py|

                    projects/fin_research/examples/|

                    ms_agent/utils/prompts.py

                )$

            exclude: ^(thirdparty/|examples/|tests/|projects/agent_skills/|projects/fin_research/examples/|ms_agent/utils/prompts\.py)

      - repo: https://github.com/PyCQA/isort.git

        rev: 4.3.21

        hooks:

          - id: isort

            exclude: |

                (?x)^(

                    examples/|

                    projects/fin_research/examples/|

                    tests/run.py|

                )$

            exclude: ^(examples/|projects/fin_research/examples/|projects/agent_skills/|tests/)

      - repo: https://github.com/pre-commit/mirrors-yapf.git

        rev: v0.30.0

        hooks:

          - id: yapf

            exclude: |

                (?x)^(

                    thirdparty/|

                    examples/|

                    projects/fin_research/examples/|

                    tests/run.py

                )$

            exclude: ^(thirdparty/|examples/|projects/fin_research/examples/|projects/agent_skills/|tests/)

      - repo: https://github.com/pre-commit/pre-commit-hooks.git

        rev: v3.1.0

        hooks:

          - id: trailing-whitespace

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: check-yaml

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: end-of-file-fixer

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: requirements-txt-fixer

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: double-quote-string-fixer

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: check-merge-conflict

            exclude: thirdparty/|tests/run.py

            exclude: ^(thirdparty/|tests/|projects/agent_skills/)

          - id: fix-encoding-pragma

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

            args: ["--remove"]

          - id: mixed-line-ending

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

            args: ["--fix=lf"]

.pre-commit-config_local.yaml

            
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    @@ -3,52 +3,35 @@ repos:
  
        rev: 4.0.0

        hooks:

          - id: flake8

            exclude: |

                (?x)^(

                    thirdparty/|

                    examples/|

                    projects/fin_research/examples/|

                    tests/run.py

                )$

            exclude: ^(thirdparty/|examples/|projects/fin_research/examples/|projects/agent_skills/|tests/)

      - repo: /home/admin/pre-commit/isort

        rev: 4.3.21

        hooks:

          - id: isort

            exclude: |

                (?x)^(

                    examples/|

                    projects/fin_research/examples/|

                    tests/run.py|

                )$

            exclude: ^(examples/|projects/fin_research/examples/|projects/agent_skills/|tests/)

      - repo: /home/admin/pre-commit/mirrors-yapf

        rev: v0.30.0

        hooks:

          - id: yapf

            exclude: |

                (?x)^(

                    thirdparty/|

                    examples/|

                    projects/fin_research/examples/|

                    tests/run.py

                )$

            exclude: ^(thirdparty/|examples/|projects/fin_research/examples/|projects/agent_skills/|tests/)

      - repo: /home/admin/pre-commit/pre-commit-hooks

        rev: v3.1.0

        hooks:

          - id: trailing-whitespace

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: check-yaml

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: end-of-file-fixer

            exclude: thirdparty/|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: requirements-txt-fixer

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: double-quote-string-fixer

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

          - id: check-merge-conflict

            exclude: thirdparty/|tests/run.py

            exclude: ^(thirdparty/|tests/|projects/agent_skills/)

          - id: fix-encoding-pragma

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

            args: ["--remove"]

          - id: mixed-line-ending

            exclude: thirdparty/|tests/run.py|projects/fin_research/examples/

            exclude: ^(thirdparty/|tests/|projects/fin_research/examples/|projects/agent_skills/)

            args: ["--fix=lf"]

README.md

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@@ Expand Up / @@ -262,58 +262,6 @@ asyncio.run(main()) @@
     </details>
-    ### Agent Skills
-    **MS-Agent Skills** is an **Implementation** of the [**Anthropic-Agent-Skills**](https://docs.claude.com/en/docs/agents-and-tools/agent-skills) protocol, enabling agents to autonomously explore and execute complex tasks by leveraging predefined or custom "skills".
-    #### Key Features
-    - 📜 **Standard Skill Protocol**: Fully compatible with the [Anthropic Skills](https://github.com/anthropics/skills) protocol
-    - 🧠 **Heuristic Context Loading**: Loads only necessary context—such as `References`, `Resources`, and `Scripts` on demand
-    - 🤖 **Autonomous Execution**: Agents autonomously analyze, plan, and decide which scripts and resources to execute based on skill definitions
-    - 🔍 **Skill Management**: Supports batch loading of skills and can automatically retrieve and discover relevant skills based on user input
-    - 🛡️ **Code Execution Environment**: Optional local direct code execution or secure sandboxed execution via [**ms-enclave**](https://github.com/modelscope/ms-enclave), with automatic dependency installation and environment isolation
-    - 📁 **Multi-file Type Support**: Supports documentation, scripts, and resource files
-    - 🧩 **Extensible Design**: The skill data structure is modularized, with implementations such as `SkillSchema` and `SkillContext` provided for easy extension and customization
-    #### Quick Start
-    > 💡 Note:
-    > 1. Before running the following examples, ensure that you have set the `OPENAI_API_KEY` and `OPENAI_BASE_URL` environment variables to access the required model APIs.
-    > 2. Agent Skills requires ms-agent >= 1.4.0
-    **Installation**:
-    ```shell
-    pip install ms-agent
-    ```
-    **Usage**:
-    > This example demonstrates how to configure and run an Agent Skill that generates generative art code based on p5.js flow fields.
-    Refer to: [Run Skills](projects/agent_skills/run.py)
-    **Result**:
-    <div align="center">
-      <img src="https://github.com/user-attachments/assets/9d5d78bf-c2db-4280-b780-324eab74a41e" alt="FlowFieldParticles" width="750">
-      <p><em>Agent-Skills: Flow Field Particles</em></p>
-    </div>
-    #### References
-    - **README**: [MS-Agent Skills](projects/agent_skills/README.md)
-    - **Anthropic Agent Skills Official Docs**: [Anthropic-Agent-Skills](https://docs.claude.com/en/docs/agents-and-tools/agent-skills)
-    - **Anthropic Skills GitHub Repo**: [Skills](https://github.com/anthropics/skills)
     ### Agentic Insight
     #### - Lightweight, Efficient, and Extensible Multi-modal Deep Research Framework
@@ Expand Down @@

README_ZH.md

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@@ Expand Up / @@ -262,56 +262,6 @@ asyncio.run(main()) @@
     </details>
-    ### Agent Skills
-    **MS-Agent Skills** 模块是对 [**Anthropic-Agent-Skills**](https://docs.claude.com/en/docs/agents-and-tools/agent-skills) 协议的实现，允许开发者轻松创建、管理和使用智能体技能，提升智能体在复杂任务上的表现。
-    #### 1) 核心特性
-    - 📜 **标准技能协议**：完全兼容 [Anthropic Skills](https://github.com/anthropics/skills) 协议
-    - 🧠 **启发式上下文加载**：仅在需要时加载必要的上下文，如`References`、`Resources`和`Scripts`等
-    - 🤖 **自主执行**：智能体根据技能定义，自主分析、规划和决策执行哪些脚本和资源
-    - 🔍 **技能管理**：支持技能批量加载，可根据用户输入自动检索和发现相关技能
-    - 🛡️ **代码执行环境**：可选代码本地直接执行，或使用沙箱环境（[**ms-enclave**](https://github.com/modelscope/ms-enclave)），自动处理依赖项安装和环境隔离
-    - 📁 **多文件类型支持**：支持文档、脚本和资源文件
-    - 🧩 **可扩展设计**：对「技能」的数据结构进行了模块化设计，提供 `SkillSchema`、`SkillContext`等实现，便于扩展和定制
-    #### 2) 快速开始
-    > 💡 提示：
-    > 1. 在运行以下示例之前，请确保设置了 `OPENAI_API_KEY` 和 `OPENAI_BASE_URL` 环境变量，以便访问所需的模型 API
-    > 2. Agent Skills 要求 ms-agent 版本 >= 1.4.0
-    **安装依赖**：
-    ```shell
-    pip install ms-agent
-    ```
-    **使用示例**：
-    > 该示例展示了如何配置和运行一个Agent Skill，基于p5.js的流场生成艺术代码。
-    参考代码： [Run Skills](projects/agent_skills/run.py)
-    **运行结果**：
-    <div align="center">
-      <img src="https://github.com/user-attachments/assets/9d5d78bf-c2db-4280-b780-324eab74a41e" alt="FlowFieldParticles" width="750">
-      <p><em>Agent-Skills: Flow Field Particles</em></p>
-    </div>
-    #### 3) 参考文档
-    - **README**：请参考 [MS-Agent Skills](projects/agent_skills/README.md)
-    - **Anthropic Agent Skills官方文档**：请参考 [Anthropic-Agent-Skills](https://docs.claude.com/en/docs/agents-and-tools/agent-skills)
-    - **Anthropic预定义Skills GitHub仓库**：请参考 [Skills](https://github.com/anthropics/skills)
     ### Agentic Insight
     #### - 轻量级、高效且可扩展的多模态深度研究框架
@@ Expand Down @@

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