in devel

config.yaml

@@ -17,6 +17,7 @@ llm:
   model_path: ""
   ollama_host: "http://localhost:11434"
 
+skills_directory: "./skills"  # 新增：SKILL.md 文件所在目录
 # ── 本地 MCP Server 配置 ───────────────────────────────────────
 mcp:
   server_name: "DemoMCPServer"

config/settings.py

@@ -283,6 +283,7 @@ class AppConfig:
         memory:     MemoryConfig,
         logging:    LoggingConfig,
         agent:      AgentConfig,
+        skills_directory: str = "./skills"
     ):
         self.llm        = llm
         self.mcp        = mcp
@@ -291,6 +292,7 @@ class AppConfig:
         self.memory     = memory
         self.logging    = logging
         self.agent      = agent
+        self.skills_directory = skills_directory
 
     @property
     def enabled_mcp_skills(self) -> list[MCPSkillConfig]:
@@ -373,6 +375,7 @@ class ConfigLoader:
             memory=cls._build_memory(raw.get("memory", {})),
             logging=cls._build_logging(raw.get("logging", {})),
             agent=cls._build_agent(raw.get("agent", {})),
+            skills=raw.get("skills", [])
         )
 
     # ── LLM ───────────────────────────────────────────────────

mcp/skill_loader.py

@@ -0,0 +1,82 @@
+import os
+import json
+import re
+from typing import Any, Dict, List, Tuple
+from utils.logger import get_logger
+import yaml
+
+logger = get_logger("mcp.SkillLoader")
+
+class SkillLoader:
+    """加载和解析 SKILL.md 文件"""
+
+    @staticmethod
+    def load_skills_from_directory(directory: str) -> Dict[str, Any]:
+        skills = {}
+        for skill_directory in os.listdir(directory):
+            skill_md = f"{skill_directory}/SKILL.md"
+            if not os.path.isfile(skill_md):
+                logger.warning(f"未在{skill_directory}发现SKILL.md文件")
+                continue
+            skill_name = os.path.basename(skill_directory) # 去掉 .md 后缀
+            skill_info = SkillLoader.load_skill(skill_md)
+            if not skill_info:
+                continue
+            skills[skill_info['name']] = skill_info
+        return skills
+
+    @staticmethod
+    def load_skill(filepath: str) -> Dict[str, Any]:
+        with open(filepath, 'r', encoding='utf-8') as f:
+            content = f.read()
+
+        skill_info = SkillLoader.parse_skill(content)
+        return skill_info
+
+    @staticmethod
+    def parse_md_frontmatter(content: str) -> Dict[str, Any]:
+        # 使用正则表达式提取 frontmatter 部分
+        frontmatter_match = re.search(r'^---\n(.*?)\n---', content, re.DOTALL | re.MULTILINE)
+        if frontmatter_match:
+            frontmatter_content = frontmatter_match.group(1).strip()
+            # 使用 PyYAML 将 frontmatter 字符串解析为字典
+            frontmatter_data = yaml.safe_load(frontmatter_content)
+            return frontmatter_data
+        else:
+            return {}
+
+    @staticmethod
+    def parse_skill(content: str) -> Dict[str, Any]:
+        return SkillLoader.parse_md_frontmatter(content)
+
+        lines = content.strip().splitlines()
+        skill_info = {
+            'name': lines[0].replace('# ', '').strip(),
+            'description': lines[1].replace('## Description\n', '').strip(),
+            'parameters': {},
+            'example': None,
+        }
+
+        # 解析参数
+        param_section = False
+        for line in lines[2:]:
+            if line.startswith('## Parameters'):
+                param_section = True
+                continue
+            if param_section:
+                if line.startswith('## Example'):
+                    break
+                if line.startswith('-'):
+                    param_line = line[1:].strip().split(':')
+                    if len(param_line) == 2:
+                        param_name = param_line[0].strip()
+                        param_desc = param_line[1].strip()
+                        skill_info['parameters'][param_name] = param_desc
+
+        # 解析示例
+        if '## Example' in content:
+            example_start = content.index('## Example') + len('## Example\n')
+            example_json = content[example_start:].strip().split('\n```')[0].strip()
+            skill_info['example'] = json.loads(example_json)
+
+        return skill_info

mcp/skill_registry.py

@@ -15,6 +15,7 @@ from typing import Any
 
 from config.settings import settings
 from mcp.mcp_skill_client import MCPSkillClient, RemoteTool, ToolCallResult
+from mcp.skill_loader import SkillLoader
 from utils.logger import get_logger
 
 logger = get_logger("MCP.SkillRegistry")
@@ -81,6 +82,15 @@ class SkillRegistry:
         self._remote:  dict[str, tuple[MCPSkillClient, RemoteTool]] = {}
         # 在线 Skill 客户端列表（用于生命周期管理）
         self._clients: list[MCPSkillClient]                         = []
+        # 指定 SKILL.md 文件所在目录
+        self.load_skills_from_md(settings.skills_directory)
+
+    def load_skills_from_md(self, directory: str) -> None:
+        skills = SkillLoader.load_skills_from_directory(directory)
+        for skill_name, skill_info in skills.items():
+            logger.info(f"📦 加载技能: {skill_name}")
+            # 将技能注册到远端工具表
+            self._remote[skill_name] = skill_info
 
     # ── 注册本地工具 ──────────────────────────────────────────