让 Agent 学会更多事

Operational traps for Terraform provisioners, multi-environment isolation, and zero-to-deployment reliability. Covers provisioner timing races, SSH connection conflicts, DNS record duplication, volume permissions, database bootstrap gaps, snapshot cross-contamination, Cloudflare credential format errors, hardcoded domains in Caddyfiles/compose, and init-data-only-on-first-boot pitfalls. Activate when writing null_resource provisioners, creating multi-environment Terraform setups, debugging containers that are Restarting/unhealthy after terraform apply, setting up fresh instances with cloud-init, or any IaC code that SSHs into remote hosts. Also activate when the user mentions terraform plan/apply errors, provisioner failures, infrastructure drift, TLS certificate errors, or Caddy/gateway configuration.

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

Execute kubectl commands to manage Kubernetes clusters — query pods and deployments, deploy applications, debug containers with logs and exec, update configurations, and monitor cluster health. Use when working with Kubernetes, asking for pod status, container logs, deployment updates, cluster diagnostics, or any kubectl operation.

Guide users through GitLab CLI (glab) operations with command references and workflow examples for merge requests, issues, CI/CD pipelines, repositories, authentication, and over 30 other commands. Trigger when users mention GitLab CLI, glab commands, GitLab automation, MR/issue management via CLI, CI/CD pipeline commands, repo operations, authentication setup, or any GitLab terminal operations.

扫描代码安全漏洞，检测依赖漏洞、密钥泄露和OWASP安全模式。当用户提到安全扫描、漏洞检测、依赖审计、密钥泄露、API key、OWASP、npm audit、pip-audit或SQL注入/XSS等关键词时触发。

Comprehensive AI programming tutor offering interactive lessons, code reviews, debugging help, algorithm practice, and project guidance for Python and JavaScript. Triggers when users ask to learn a language, debug code, review their work, practice algorithms, prepare for interviews, or build a project.

macOS / Windows 只读存储分析助手（自动识别系统）。扫描整机磁盘占用，找出占空间大户，把每一项分成 🟢可自动清理 / 🟡需人工判断 / 🔴谨慎清理 三级并给出可执行处置方案，生成排版精美、可折叠、命令可一键复制的交互式 HTML 报告，并可起本地服务在网页上一键删除（移废纸篓/直接删）。扫描全程只读。务必在以下场景使用：用户说"存储分析"、"磁盘满了"、"C盘/硬盘满了"、"空间不够"、"清理空间"、"清理磁盘"、"占空间"、"哪些东西占地方"、"帮我看看存储"、"看一下电脑存储/空间"、"存储空间"、"电脑空间不够"、"内存满了/不够/不足"、"看下内存/存储"（中文口语里"内存"常指存储空间）、"storage analysis"、"disk cleanup"、"清缓存"、"磁盘清理"，或用户抱怨电脑没空间、想知道什么东西吃硬盘、想要清理建议时。注意：若用户明确指运行内存/RAM（如"哪个进程吃内存""内存占用高"想看活动监视器），那是 RAM 不是存储，不属于本 skill。

通过 kubectl 命令行工具管理 Kubernetes 集群，执行查询资源状态、部署应用、查看日志、调试容器、切换上下文和监控集群健康等操作。适用于日常运维、发布和故障排查。当用户询问集群状态、Pod/Deployment信息、查看日志、执行容器命令、切换集群或上下文，或使用 kubectl get/describe/logs/exec/apply 等相关命令短语时触发。

深度分析 Git 仓库历史，识别高频变更的热点文件、分析代码的实际贡献归属关系、并扫描历史提交中的密钥泄露等安全隐患。当用户提及分析仓库、查看代码归属、寻找热点文件或安全风险扫描，或询问团队协作、代码审查分配、技术债务与安全审计等关键词时触发。

Explore SQLite and PostgreSQL databases: list tables, inspect schemas (columns/types/constraints), preview data, generate Mermaid ER diagrams, and run safe read-only queries. Triggered by requests to explore a database, view table structures, describe tables, generate diagrams, or query data, and by keywords like database exploration, schema, ER diagram, or SQL query.

探索 SQLite 或 PostgreSQL 数据库，执行安全只读查询，提供表列表、详细表结构（列/类型/约束/索引）、数据预览，并生成 Mermaid ER 图。当用户需要查看数据库架构、探索表关系、预览数据、执行只读查询，或提及 schema、ER 图、SQL 查询、数据预览、describe table、数据库探索等关键词时触发。

提供 GitLab 命令行工具（glab）的完整参考与自动化脚本，涵盖超过30个子命令，包括合并请求创建与审查、CI/CD流水线调试、Issue管理、仓库操作和认证配置等核心工作流。适用于通过终端管理MR/Issue、调试CI失败任务、批量打标签、同步Fork和发布Release等场景。当用户提到glab、GitLab命令行、GitLab CLI、MR管理、流水线调试、glab auth、glab ci或glab mr等关键词时触发。

Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms. Saves to UBIQUITOUS_LANGUAGE.md. Use when user wants to define domain terms, build a glossary, harden terminology, create a ubiquitous language, or mentions "domain model" or "DDD".

技术教程生成器：将任何技术主题转化为完整教程，包含前置知识、环境搭建、核心步骤、常见报错和进阶拓展，并生成速查表（Cheatsheet）。当用户提到编写教程、操作指南、入门手册、环境搭建步骤，或使用如“tutorial”、“step-by-step”、“getting started”、“how-to guide”、“速查表”、“快速上手”、“帮我写个教程”、“怎么从零开始搭这个环境”等关键词或请求时触发。

从当前对话中提取和规范领域术语，生成DDD风格统一语言术语表，识别歧义并给出规范用语建议，保存为UBIQUITOUS_LANGUAGE.md文件。当用户需要定义领域术语、构建术语表、统一词汇规范、创建统一语言，或在讨论中提及“领域模型”、“DDD”或“统一语言”等关键词时触发。

Analyzes git diff to generate commit messages following the Conventional Commits spec, with automatic scope detection and commit type inference. Trigger when users ask to write or generate a commit message, mention Conventional Commits, git commits, standardized commits, scope detection, or phrases like 'help me write a commit message'.

探索代码库，识别架构摩擦点，并通过“加深浅模块”来提升可测试性，最终输出包含多种接口设计方案的详细重构建议与GitHub Issue RFC。当用户希望改进架构、寻找重构机会、合并紧耦合模块，或让代码库更易于AI导航和理解时触发。

按布鲁姆认知分类学（记忆→理解→应用→分析→评价→创造）自动生成包含选择题、简答题、案例分析题在内的模拟试题，每题均附带考点、难度、解题思路等完整解析。当用户请求出题、制作模拟题或考试题，或提及布鲁姆、认知层次、quiz、test questions、Bloom's taxonomy等相关词汇和场景时触发。

从 Flask、FastAPI、Express 或 Gin 等 Web 框架的源代码中自动扫描路由定义，生成符合 OpenAPI 3.0 / Swagger 规范的标准化 API 文档文件。当用户需要生成 API 文档、提到 OpenAPI、Swagger、接口文档、路由扫描或从代码自动提取接口信息时触发。

Generates RESTful API documentation (OpenAPI 3.0 / Swagger spec) by scanning route definitions in code for Flask, FastAPI, Express, Gin, and other frameworks. Trigger when users ask about API documentation, OpenAPI, Swagger, endpoint docs, generating docs from code, or extracting endpoints.