aiskillstore/ai-runtime-toolkit
skills/dwsy/ai-runtime-toolkit/SKILL.md
AI Runtime工具装备系统，支持8个内部专业工具和10+个外部CLI工具的整合管理，提供工具发现、执行和配置功能，遵循整合优于创造的设计理念
$ install --global
skillsauthnpx skillsauth add aiskillstore/marketplace ai-runtime-toolkitInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 1, 2026, 4:39 PM57.5s59 files scanned
SKILL.md
- name:
- ai-runtime-toolkit
- description:
- AI Runtime工具装备系统，支持8个内部专业工具和10+个外部CLI工具的整合管理，提供工具发现、执行和配置功能，遵循整合优于创造的设计理念
- license:
- MIT
- version:
- 2.0.0
AI Runtime 工具装备系统
概述
工具装备是AI Runtime的外置能力扩展系统，遵循"整合 > 创造"的核心理念，通过智能整合成熟的CLI工具和自主创建的专业工具，实现认知能力的有效扩展。
核心能力
双重工具体系
- 内部工具: AI Runtime自主创建的专业工具（8个）
- 外部工具: 深度整合的成熟CLI工具（10+个）
智能发现系统
- 自动工具检测和注册
- 元数据驱动的管理机制
- 命令行和编程接口双重支持
快速开始
查看所有工具
# 进入工具装备目录
cd toolkit
# 查看所有工具
python3 discover-toolkit.py list
# 查看外部工具
python3 discover-toolkit.py list --external
使用工具
# 查看工具详情
python3 discover-toolkit.py show SERVICE-CHECK-001
# 运行工具
python3 discover-toolkit.py run dependency-analyzer . -o deps.json
# 搜索工具
python3 discover-toolkit.py search monitor
工具分类
内部工具（自主创建）
- Python工具: 依赖分析器、代码统计器、图形生成器、报告生成器
- Bash工具: 服务健康检查器、日志分析器、磁盘健康检查器
- Node.js工具: API测试工具
外部工具（深度整合）
- 基础必备: fzf、eza、bat、ripgrep、zoxide、jq
- 搜索增强: fd、ripgrep
- 数据处理: jq
- 界面优化: fzf、eza、bat、starship
渐进式披露文档架构
基于 anthropics/skills 设计，按需加载详细信息：
核心理念
- 工具哲学 - 设计理念、分类体系和发展策略
使用指南
- 快速开始 - 10分钟上手工具装备系统
详细参考
- 内部工具详解 - 8个自主创建工具的详细说明
- 外部工具集成 - 10+个CLI工具的整合指南
开发指南
- 创建新工具 - 工具开发流程和最佳实践
- 外部工具整合 - 整合第三方CLI工具
设计理念
整合优于创造
- 成熟工具: 使用经过社区验证的CLI工具
- 专注专业: 每个工具只做一件事，做到极致
- 认知卸载: 直接使用，无需重复开发
元数据驱动
- .meta.yml: 工具元数据标准格式
- 自动发现: 基于文件系统结构自动注册
- 类型安全: 明确的工具分类和版本管理
使用场景
代码分析
# 分析项目依赖
python3 discover-toolkit.py run dependency-analyzer . -o deps.json
# 生成代码统计
python3 discover-toolkit.py run code-stats src/ -o stats.json
系统监控
# 检查服务健康
python3 discover-toolkit.py run service-check http://localhost:3000
# 分析日志文件
python3 discover-toolkit.py run log-analyzer /var/log/app.log --level ERROR
数据处理
# 处理JSON数据
cat data.json | jq '.items[] | select(.status == "active")'
# 搜索代码
rg "TODO|FIXME" src/
相关系统
- 宪法文档 - 治理原则和约束
- 记忆系统 - 分层记忆管理
- 认知记录 - 分析洞察和探索报告
- 命令系统 - 运行时命令和交互
版本信息
- 版本: 2.0.0
- 内部工具: 8个
- 外部工具: 10+个
- 最后更新: 2025-11-14
基于 anthropics/skills 渐进式披露架构设计
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