agent

Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs. Triggers: "analyze logs", "summarize output", "process data", "parse JSON", "filter results", "extract errors", "check build output", "analyze dependencies", "process API response", "large file analysis", "page snapshot", "browser snapshot", "DOM structure", "inspect page", "accessibility tree", "Playwright snapshot", "run tests", "test output", "coverage report", "git log", "recent commits", "diff between branches", "list containers", "pod status", "disk usage", "fetch docs", "API reference", "index documentation", "call API", "check response", "query results", "find TODOs", "count lines", "codebase statistics", "security audit", "outdated packages", "dependency tree", "cloud resources", "CI/CD output". Also triggers on ANY MCP tool output that may exceed 20 lines. Subagent routing is handled automatically via PreToolUse hook.

Wire Alchemy into application code (server, backend, dApp, script) using a standard API key. Preferred app-integration path for normal server/backend usage.…

Build autonomous AI agents with Claude Agent SDK. Structured outputs guarantee JSON schema validation, with plugins system and hooks for event-driven workflows. Prevents 14 documented errors. Use when: building coding agents, SRE systems, security auditors, or troubleshooting CLI not found, structured output validation, session forking errors, MCP config issues, subagent cleanup.

Design and implement a complete ML pipeline for: $ARGUMENTS

Install and configure NVIDIA NemoClaw (sandboxed OpenClaw agent platform) on Linux. Handles cloudflared tunnels, Docker cgroup fixes, OpenShell, sandbox…

为 API 生成可直接交付的 CLI，采用精简的 研究 -> 生成 -> 构建 -> 交付检查 循环。

Use when writing, reviewing, or refactoring Go code. Provides production best practices for Go covering error handling, concurrency, naming, testing, performance, generics, iterators, and common pitfalls. Distilled from Google Go Style Guide, Uber Go Style Guide, Effective Go, and Go Code Review Comments. Updated for Go 1.25.

Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.

Simplify and refine recently modified code for clarity and consistency. Use after writing code to improve readability without changing functionality.

[Document Processing] Use when you need to convert markdown files to PDF with syntax highlighting and custom CSS support.

使用 AWS Amplify Gen2（TypeScript 代码优先方式）构建和部署全栈 Web 及移动应用。涵盖身份验证（Cognito）、数据（AppSync/DynamoDB）、存储（S3）、函数、API 和 AI（集成 Bedrock 的 Amplify AI Kit）。支持 React、Next.js、Vue、Angular、React Native、Flutter、Swift 和 Android。所有 Amplify Gen2 相关问题始终使用本技能——即使您认为已掌握答案——因为其中包含经过验证的版本特定模式，可避免常见错误。触发条件：用户提及 Amplify Gen2；项目存在 amplify/ 目录或 amplify_outputs；代码导入 @aws-amplify 包；用户询问 defineBackend、defineAuth、defineData、defineStorage、defineFunction 或 npx ampx。跳过：Amplify Gen1（amplify CLI v6）、无 Amplify 的独立 SAM/CDK（使用 aws-serverless）、未通过 Amplify AI Kit 直接使用 Bedrock（使用 bedrock）。

Build MCP servers in Python with FastMCP to expose tools, resources, and prompts to LLMs. Supports storage backends, middleware, OAuth Proxy, OpenAPI integration, and FastMCP Cloud deployment. Prevents 30+ errors. Use when: creating MCP servers, or troubleshooting module-level server, storage, lifespan, middleware, OAuth, background tasks, or FastAPI mount errors.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's…

基于 Steinberger 标准对生成的 CLI 进行评分，并排比较两个 CLI

打磨生成的 CLI 以通过验证并达到发布标准。运行诊断（dogfood、verify、scorecard、go vet），自动修复所有问题（验证失败、死代码、描述、README、MCP 工具质量），报告修改前后的差异，并提示是否发布。可在任何 /printing-press 运行之后使用，或用于 ~/printing-press/library/ 中的任何 CLI。触发短语："polish"、"improve the CLI"、"fix verify"、"make it publish-ready"、"clean up the CLI"、"get this ready to ship"。

全面的 API 测试模式，包括契约测试、REST/GraphQL 测试和集成测试。用于测试 API 或设计 API 测试时…

内部子技能：对打印的 CLI 采样命令输出进行智能审查，以排查基于规则的检查无法编码的合理性问题（子串匹配相关性、格式错误、静默源丢弃、排序失败）。在诊断循环期间，通过 Skill 工具由主 printing-press SKILL.md（阶段 4.85）和 printing-press-polish SKILL.md 调用。不供用户直接调用——其实用的封装入口为 /printing-press 和 /printing-press-polish。

Wire Alchemy into application code without an API key, using the x402 or MPP gateway with wallet-based auth (SIWE/SIWS) and per-request payments (USDC via…

Use when receiving code review feedback (especially if unclear or technically questionable), when completing tasks or major features requiring review before…

Develops high-performance Magento 2 storefronts using Hyvä theme framework. Use when working with Hyvä themes, Alpine.js, Tailwind CSS, or modern frontend…