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核心改进: - SkillRegistry 新增 find_matching() 通用匹配方法，支持 categories/input_types/keywords/always_for 多维匹配 - Skill 加载支持 skill.toml(元数据) + SKILL.md(prompt) 组合模式 - RAG 预检索：从用户参数构建聚焦查询，替代全量 prompt 检索 - Prompt 增强：嵌入 RAG 知识上下文、分类标签硬约束、技术选型强制引导 新增文件: - video_action_recognition Skill (skill.toml + SKILL.md) - algorithm_code_standards skill.toml 元数据 - 视频处理/姿态估计/规则分类知识库文档 (09-11) 基础设施: - docker-compose.yml 添加源码/skills/knowledge volume 挂载 - 启用 uvicorn --reload 热更新，提升开发效率 - 增强启动日志：输出每个 Skill 的加载状态和 match 配置 - .gitignore 排除 config/config.toml（含 API 密钥） Co-authored-by: Cursor <cursoragent@cursor.com>
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核心改进:
新增文件: