Agent/agent/storage/skill_loader.py

"""
Skill Loader - 从 Markdown 文件加载 Skills

支持两种格式：

格式1 - YAML Frontmatter（推荐）：
---
name: skill-name
description: Skill description
category: category-name
scope: agent:*
parent: parent-id
---

## When to use
- Use case 1
- Use case 2

## Guidelines
- Guideline 1
- Guideline 2

格式2 - 行内元数据（向后兼容）：
# Skill Name

> category: web-automation
> scope: agent:*

## Description
...

## Guidelines
...
"""

import os
import re
from pathlib import Path
from typing import List, Dict, Optional
import logging

from agent.models.memory import Skill

logger = logging.getLogger(__name__)


class SkillLoader:
    """从 Markdown 文件加载 Skills"""

    def __init__(self, skills_dir: str):
        """
        初始化 SkillLoader

        Args:
            skills_dir: skills 目录路径
        """
        self.skills_dir = Path(skills_dir)
        if not self.skills_dir.exists():
            logger.warning(f"Skills 目录不存在: {skills_dir}")

    def load_all(self) -> List[Skill]:
        """
        加载目录下所有 .md 文件

        Returns:
            Skill 列表
        """
        if not self.skills_dir.exists():
            return []

        skills = []
        for md_file in self.skills_dir.glob("*.md"):
            try:
                skill = self.load_file(md_file)
                if skill:
                    skills.append(skill)
                    logger.info(f"成功加载 skill: {skill.name} from {md_file.name}")
            except Exception as e:
                logger.error(f"加载 skill 失败 {md_file}: {e}")

        return skills

    def load_file(self, file_path: Path) -> Optional[Skill]:
        """
        从单个 Markdown 文件加载 Skill

        Args:
            file_path: Markdown 文件路径

        Returns:
            Skill 对象，解析失败返回 None
        """
        if not file_path.exists():
            logger.warning(f"文件不存在: {file_path}")
            return None

        with open(file_path, "r", encoding="utf-8") as f:
            content = f.read()

        return self.parse_markdown(content, file_path.stem)

    def parse_markdown(self, content: str, filename: str) -> Optional[Skill]:
        """
        解析 Markdown 内容为 Skill

        支持两种格式：

        格式1 - YAML Frontmatter（推荐）：
        ---
        name: skill-name
        description: Skill description
        category: category-name
        scope: agent:*
        ---

        ## When to use
        - Use case 1

        ## Guidelines
        - Guideline 1

        格式2 - 行内元数据（向后兼容）：
        # Skill Name

        > category: web-automation
        > scope: agent:*

        ## Description
        描述内容...

        ## Guidelines
        - 指导原则1

        Args:
            content: Markdown 内容
            filename: 文件名（不含扩展名）

        Returns:
            Skill 对象
        """
        # 检测格式：是否有 YAML frontmatter
        if content.strip().startswith("---"):
            return self._parse_frontmatter_format(content, filename)
        else:
            return self._parse_inline_format(content, filename)

    def _parse_frontmatter_format(self, content: str, filename: str) -> Optional[Skill]:
        """
        解析 YAML frontmatter 格式

        ---
        name: skill-name
        description: Skill description
        category: category-name
        scope: agent:*
        parent: parent-id
        ---

        ## When to use
        ...

        ## Guidelines
        ...
        """
        lines = content.split("\n")

        # 提取 YAML frontmatter
        if not lines[0].strip() == "---":
            logger.warning("格式错误：缺少开始的 ---")
            return None

        frontmatter = {}
        i = 1
        while i < len(lines):
            line = lines[i].strip()
            if line == "---":
                break
            if ":" in line:
                key, value = line.split(":", 1)
                frontmatter[key.strip()] = value.strip()
            i += 1

        # 提取元数据
        name = frontmatter.get("name") or self._filename_to_title(filename)
        description = frontmatter.get("description", "")
        category = frontmatter.get("category", "general")
        scope = frontmatter.get("scope", "agent:*")
        parent_id = frontmatter.get("parent")

        # 提取章节内容（从 frontmatter 之后开始）
        remaining_content = "\n".join(lines[i+1:])
        remaining_lines = remaining_content.split("\n")

        # 提取 "When to use" 章节（可选）
        when_to_use = self._extract_list_items(remaining_lines, "When to use")
        if when_to_use:
            # 将 "When to use" 添加到描述中
            description += "\n\n适用场景：\n" + "\n".join(f"- {item}" for item in when_to_use)

        # 提取 Guidelines
        guidelines = self._extract_list_items(remaining_lines, "Guidelines")

        # 创建 Skill
        return Skill.create(
            scope=scope,
            name=name,
            description=description.strip(),
            category=category,
            guidelines=guidelines,
            parent_id=parent_id,
        )

    def _parse_inline_format(self, content: str, filename: str) -> Optional[Skill]:
        """
        解析行内元数据格式（向后兼容）

        # Skill Name

        > category: web-automation
        > scope: agent:*

        ## Description
        ...

        ## Guidelines
        ...
        """
        lines = content.split("\n")

        # 提取标题作为 name
        name = self._extract_title(lines) or self._filename_to_title(filename)

        # 提取元数据
        metadata = self._extract_metadata(lines)
        category = metadata.get("category", "general")
        scope = metadata.get("scope", "agent:*")
        parent_id = metadata.get("parent")

        # 提取描述
        description = self._extract_section(lines, "Description") or ""

        # 提取指导原则
        guidelines = self._extract_list_items(lines, "Guidelines")

        # 创建 Skill
        return Skill.create(
            scope=scope,
            name=name,
            description=description.strip(),
            category=category,
            guidelines=guidelines,
            parent_id=parent_id,
        )

    def _extract_title(self, lines: List[str]) -> Optional[str]:
        """提取 # 标题"""
        for line in lines:
            line = line.strip()
            if line.startswith("# "):
                return line[2:].strip()
        return None

    def _filename_to_title(self, filename: str) -> str:
        """将文件名转换为标题（kebab-case -> Title Case）"""
        return " ".join(word.capitalize() for word in filename.split("-"))

    def _extract_metadata(self, lines: List[str]) -> Dict[str, str]:
        """
        提取元数据块（> key: value）

        Example:
            > category: web-automation
            > scope: agent:*
        """
        metadata = {}
        for line in lines:
            line = line.strip()
            if line.startswith(">"):
                # 去掉 > 符号
                content = line[1:].strip()
                # 分割 key: value
                if ":" in content:
                    key, value = content.split(":", 1)
                    metadata[key.strip()] = value.strip()
        return metadata

    def _extract_section(self, lines: List[str], section_name: str) -> Optional[str]:
        """
        提取指定章节的内容

        Args:
            lines: 文件行列表
            section_name: 章节名称（如 "Description"）

        Returns:
            章节内容（纯文本）
        """
        in_section = False
        section_lines = []

        for line in lines:
            stripped = line.strip()

            # 遇到目标章节
            if stripped.startswith("## ") and section_name.lower() in stripped.lower():
                in_section = True
                continue

            # 遇到下一个章节，结束
            if in_section and stripped.startswith("##"):
                break

            # 收集章节内容
            if in_section:
                section_lines.append(line)

        return "\n".join(section_lines).strip() if section_lines else None

    def _extract_list_items(self, lines: List[str], section_name: str) -> List[str]:
        """
        提取指定章节的列表项

        Args:
            lines: 文件行列表
            section_name: 章节名称（如 "Guidelines"）

        Returns:
            列表项数组
        """
        section_content = self._extract_section(lines, section_name)
        if not section_content:
            return []

        items = []
        for line in section_content.split("\n"):
            line = line.strip()
            # 匹配列表项（- item 或 * item）
            if line.startswith("- ") or line.startswith("* "):
                items.append(line[2:].strip())

        return items


# 便捷函数
def load_skills_from_dir(skills_dir: str) -> List[Skill]:
    """
    从目录加载所有 Skills

    Args:
        skills_dir: skills 目录路径

    Returns:
        Skill 列表
    """
    loader = SkillLoader(skills_dir)
    return loader.load_all()