數據與 AI

Generates comprehensive planning documentation for web application projects, structuring work into context-safe phases with built-in verification criteria. Creates IMPLEMENTATION_PHASES.md, DATABASE_SCHEMA.md, API_ENDPOINTS.md, ARCHITECTURE.md, and other planning docs based on project needs. Optimized for Cloudflare Workers + Vite + React stack. Use when starting new projects, adding major features, or restructuring existing work into manageable phases.Keywords: project planning, planning documentation, IMPLEMENTATION_PHASES.md, DATABASE_SCHEMA.md, API_ENDPOINTS.md, ARCHITECTURE.md, UI_COMPONENTS.md, TESTING.md, AGENTS_CONFIG.md, phased development, context-safe phases, verification criteria, exit criteria, planning docs generator, web app planning, Cloudflare Workers planning, Vite React planning, project structure, project phases, major features planning, new project setup

WordPress theme and plugin README auditor that verifies accuracy, removes exaggerated claims, and ensures maintainability. Use when reviewing or updating README files for WordPress projects (themes, child themes, plugins) to ensure all claims are verifiable against the actual codebase and that documentation remains accurate over time.

Assess overall hype levels across AI topics by comparing lab researcher enthusiasm against critic skepticism. Use after topic synthesis to identify which topics are overhyped, underhyped, or accurately assessed by the field.

Instrument RAG retrieval, memory operations, and context management

Generates distinctive, production-grade frontend interfaces and artifacts (React, Vue, HTML/CSS). Prioritizes bold aesthetics, unique typography, and motion to avoid generic designs. Use when building websites, landing pages, dashboards, posters, or when the user requests to style, beautify, or create visually striking UI.

Orient to current project by reading CLAUDE.md and architecture docs. Auto-invokes when Claude detects a new or unfamiliar repository. Can also be triggered by "orient me", "what is this project", or "prime session".

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 capabilities with specialized knowledge, workflows, or tool integrations.

scvi-tools 深度学习单细胞分析工具包 - 100%覆盖文档（321个文件：完整API+用户指南+教程+开发者文档）

Complete mastery of essential modern web development libraries and dependencies. Cover Next.js, React, TypeScript, Tailwind CSS, Firebase, Zustand, redux-toolkit, react-hook-form, Zod, shadcn/ui, lucide-react, Stripe, and more. Learn setup, integration patterns, advanced usage, performance optimization, troubleshooting, common pitfalls, and version management. Includes quick reference guides, in-depth tutorials, complete examples for e-commerce and SaaS, configuration files, type definitions, error handling, and production patterns. Master how libraries work together and solve real-world challenges.

Retrieval Augmented Generation systems with vector search, document processing, and hybrid retrieval.

Mint new ordinals/NFTs on BSV blockchain using js-1sat-ord SDK. Inscribe images, text, or files as permanent on-chain assets.

Process AI-generated deep research reports to extract insights and knowledge.USE WHEN user says 'process report', 'extract insights from report', 'process pending reports','research report processing', or when SessionStart indicates pending reports awaiting extraction.

Use when creating After Effects compositions, Premiere Pro motion, video titles, explainer videos, or broadcast motion graphics.

This skill helps capture unstructured thoughts (via text or voice) across multiple turns and converts them into structured memos that are saved to a Notion inbox database. Use when the user wants to create a memo, capture thoughts, or provide content that should be documented verbatim without analysis or response.

Evaluate and upgrade test suites with TDD/BDD rigor, coverage tracking, and reproducible evidence.

Create high-converting landing pages using evidence-based best practices from industry research. This skill should be used when designing or optimizing landing pages, generating landing page copy, or applying conversion optimization principles. Includes comprehensive guide synthesized from 3 authoritative sources (Unbounce, Mailchimp) and workflow for generating brand-aligned landing page copy.

Process documents into RAG database. Use when user wants to chunk, embed, or index files into a vector database for semantic search.

Use when the user wants to list, configure, update, or remove installed Claude Code plugins

Guide for understanding and writing Miden VM assembly (MASM) code. Use when: (1) Reading, analyzing, or explaining MASM code (2) Writing new MASM procedures or programs (3) Debugging MASM execution or stack state (4) Optimizing MASM code for cycle count (5) Working with Miden VM stack machine concepts Covers instructions, code organization, core library, and common patterns.

Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel playbooks, HubSpot integration, and international expansion tactics. Use when planning demand generation campaigns, optimizing paid media, building SEO strategies, establishing partnerships, or when user mentions demand gen, paid ads, LinkedIn ads, Google ads, CAC, acquisition, lead generation, or pipeline generation.