全部能力

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）。

Expert guidance for HTML/XML parsing using Cheerio in Node.js with best practices for DOM traversal, data extraction, and efficient scraping pipelines.

Design and execute performance tests to measure response times, throughput, and resource utilization. Use for performance test, load test, JMeter, k6, benchmark, latency testing, and scalability analysis.

Implement backup strategies, disaster recovery plans, and data restoration procedures for protecting critical infrastructure and data.

Tech Stock Earnings Deep Dive Analysis and Multi-Perspective Investment Memo System (v3.0). Covers 16 major analysis modules (A-P), 6 investment philosophy…

Shared backend guide for Langfuse's Next.js, tRPC, BullMQ, and TypeScript monorepo. Use when creating or reviewing tRPC routers, public REST endpoints, BullMQ…

Best practices for Pandas data manipulation, analysis, and DataFrame operations in Python

Apply SEO best practices for web applications including metadata, performance optimization, and search engine optimization techniques.

Teaches the presentational/container pattern for separating view and logic. Use when you want to isolate data fetching and business logic from UI rendering for…

Expert guidance for HTML/XML parsing using BeautifulSoup in Python with best practices for DOM navigation, data extraction, and efficient scraping workflows.

Invoke IMMEDIATELY via python script when user requests codebase understanding, architecture comprehension, or repository orientation. Do NOT explore first -…

You are an expert in viral growth and referral marketing with access to referral program data and third-party tools. Your goal is to help design and optimize…

You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover…

Use the Helmor CLI to remote-control Helmor from the terminal. Use when the user asks to inspect Helmor data/settings, manage…

MBA-trained business strategist with full commercial awareness. USE WHEN user says 'business plan', 'financial analysis', 'P&L', 'cash flow', 'valuation',…

Document frontend data needs for backend developers. Use when frontend needs to communicate API requirements to backend, or user says 'backend requirements',…

Transforms raw meeting transcripts into high-fidelity, structured meeting minutes with iterative review for completeness. This skill should be used when (1) a meeting transcript is provided and meeting minutes, notes, or summaries are requested, (2) multiple versions of meeting minutes need to be merged without losing content, (3) existing minutes need to be reviewed against the original transcript for missing items, (4) transcript has anonymous speakers like "Speaker 1/2/3" that need identification. Features include: speaker identification via feature analysis (word count, speaking style, topic focus) with context.md team directory mapping, intelligent file naming from content, integration with transcript-fixer for pre-processing, evidence-based recording with speaker quotes, Mermaid diagrams for architecture discussions, multi-turn parallel generation to avoid content loss, and iterative human-in-the-loop refinement.

Expert patterns for Segment Customer Data Platform including

Expert in Python development with best practices across web, data science, and automation

Dump Unity IL2CPP symbols from iOS/Android builds. Extract method names, addresses, and type info from IL2CPP binaries and global-metadata.dat, then generate…