WIN-JHFT4D3SIVT\caoxiaozhu
a3fe4d24fc
Phase 7: Built-in Hooks (audit_log, dangerous_confirmation, security_scan) Phase 8: Plugin system (PluginManager, PluginSandbox, PluginManifest) Phase 9: Skills registry (SkillRegistry, local/plugin/MCP loaders) Phase 10: TeamLeader, RemoteTransport, BackgroundTaskManager
101 lines
3.0 KiB
Python
101 lines
3.0 KiB
Python
"""MCP Skill Builder - Phase 9.3"""
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from typing import Any
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from app.agents.skills.metadata import SkillMetadata
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class MCPSkillBuilder:
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"""MCP Skill Builder
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从 MCP 服务器发现和构建 Skills。
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"""
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def __init__(self):
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self._skills: dict[str, SkillMetadata] = {}
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def discover_skills_from_mcp(self, mcp_servers: list[dict[str, Any]]) -> list[SkillMetadata]:
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"""从 MCP 服务器发现 Skills
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Args:
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mcp_servers: MCP 服务器配置列表
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Returns:
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发现的 Skill 元数据列表
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"""
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skills = []
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for server in mcp_servers:
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server_skills = self._discover_from_server(server)
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skills.extend(server_skills)
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return skills
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def _discover_from_server(self, server: dict[str, Any]) -> list[SkillMetadata]:
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"""从单个 MCP 服务器发现 Skills"""
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skills = []
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server_name = server.get("name", "unknown")
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tools = server.get("tools", [])
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# 按工具分组
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tool_groups: dict[str, list[str]] = {}
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for tool in tools:
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group = tool.get("group", "default")
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if group not in tool_groups:
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tool_groups[group] = []
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tool_groups[group].append(tool)
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# 为每个组创建一个 Skill
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for group_name, group_tools in tool_groups.items():
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skill = self._tool_to_skill(group_name, group_tools, server_name)
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skills.append(skill)
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return skills
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def _tool_to_skill(self, group: str, tools: list[dict[str, Any]], server: str) -> SkillMetadata:
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"""将 MCP 工具转换为 Skill"""
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tool_summaries = []
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for tool in tools:
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name = tool.get("name", "unknown")
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description = tool.get("description", "")
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input_schema = tool.get("inputSchema", {})
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tool_summaries.append(f"### {name}\n{description}\n\nInput: {input_schema}")
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content = f"""# MCP Skill: {group}
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来自 MCP 服务器: {server}
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## 工具列表
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{chr(10).join(tool_summaries)}
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## 使用说明
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使用这些工具前请确保理解每个工具的输入输出格式。
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"""
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return SkillMetadata(
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name=f"mcp-{server}-{group}",
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description=f"MCP skill from {server}: {group}",
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version="1.0.0",
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tags=["mcp", server, group],
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triggers=[group, server],
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content=content,
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source="mcp",
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source_id=f"{server}:{group}",
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)
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def _group_to_skill(self, group: str, tools: list[str], server: str) -> SkillMetadata:
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"""将 MCP 工具组转换为 Skill"""
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return SkillMetadata(
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name=f"mcp-{server}-{group}",
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description=f"MCP skill from {server}: {group}",
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version="1.0.0",
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tags=["mcp", server, group],
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triggers=[group, server],
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content=f"# {group}\n\nTools: {', '.join(tools)}",
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source="mcp",
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source_id=f"{server}:{group}",
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)
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