Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
backend-design
Design robust backend systems and APIs. Use when users ask to plan or implement services, data models, or integrations.
tauri-event-system
Advanced Tauri event patterns for bidirectional communication, streaming data, window-to-window messaging, and custom event handling
openwebf-security-xss-sanitization
Review and mitigate XSS risks in WebF apps (sanitize HTML, validate input, avoid unsafe string rendering). Use when the user mentions XSS, sanitize HTML, innerHTML-like rendering, user-generated HTML, or “untrusted input”.
skill-scaffold
新技能脚手架与模板生成工具。帮助你在 .claude/skills 下新增技能(SKILL.md + references/)并可选补齐 commands、config.yaml 与文档索引,确保符合统一规范(输出契约/失败策略/合规安全/配置对齐/最小失败输出)。
ai-doc-writing
This skill should be used when writing, reviewing, or refactoring documentation that will be consumed as AI context. Optimizes documentation for LLM comprehension using principles of completeness, efficiency, and zero fluff—replacing prose with structured data, enforcing heading hierarchy, detecting meta-commentary, and validating that examples serve a purpose.
prd-generator
PRD 기반 프로젝트 부트스트래핑 & 스킬 관리 시스템.[Mode 1 - 새 프로젝트] "PRD 만들어줘", "새 프로젝트", "프로젝트 시작"[Mode 2 - 스킬 추가] "스킬 추가해줘", "frontend 스킬 만들어줘", "backend 스킬 적용"[Mode 2 - 디자인 참조] "이 사이트처럼 만들어줘", "이 디자인 참고해줘" + URL[Mode 2 - 동적 스킬] "AI 스킬 추가해줘", "이 패턴 스킬로 만들어줘" (템플릿 없어도 생성)[Mode 3 - 동기화] "PRD 변경사항 반영해줘", "스킬 동기화"[Mode 4 - 코드 역분석] "PRD 만들어줘" + 기존 코드 존재, "코드 분석해서 PRD 만들어줘"[Mode 5 - 문서 검증] "프로젝트 분석해줘" + PRD/CLAUDE.md 존재, "문서 검증해줘"
brainstorming
Use before implementation when refining rough ideas into specs. Guides collaborative design through Socratic questioning, alternative exploration, and incremental validation. Triggers: 'brainstorm', 'design', 'explore options', 'figure out', 'think through', 'what approach'.
code-reviewing
Use when completing implementation, before escalating to human review, or when human checkpoint is reached - performs AI-assisted code review covering security, AI-specific issues, logic errors, and architecture to ensure humans see fresh analysis
technical-design-document
Creates a detailed technical design document from a product opportunity through collaborative workshopping. Use this when the user wants to create a technical spec, design document, or needs to plan a new feature or project through an interactive process with discovery, alternatives exploration, and iterative feedback before finalizing.
docs-seeker
Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in llms.txt format, (3) GitHub repository analysis, (4) Documentation without direct llms.txt support, (5) Multiple documentation sources in parallel
prompt-engineering
Use when creating prompts for Claude or other LLMs, need help structuring prompts effectively, want to improve prompt quality, or need templates for simple or complex prompting tasks. Provides Anthropic's official 10-component framework, best practices for Claude 4.x models, and ready-to-use templates.
moai-foundation-git
Enterprise GitFlow automation, PR policy enforcement, Git 2.47-2.50 features, trunk-based development, comprehensive branching strategies, commit conventions, GitHub CLI 2.83.0 integration
seo-handler
Manage SEO, sitemaps, and metadata for optimal search engine visibility
mcp-server-installer
Add MCP servers to Claude Code configuration at user level (~/.claude). Supports stdio, HTTP, and SSE transports with environment variable prompting. Use when "add mcp server", "install mcp", "configure mcp server", "new mcp", or "setup mcp server".
privacy-compliance
GDPR, CCPA, and privacy compliance guidance for data protection. Use when handling personal data, implementing consent management, or ensuring regulatory compliance across jurisdictions.
nlp-processing
Text processing, sentiment analysis, LLMs, and NLP frameworks. Use for text classification, named entity recognition, or language models.
plan-creator
Create detailed implementation plans through interactive research and iteration. Use this skill when needing to plan a feature, refactor, or bug fix before implementation. The skill orchestrates research agents (codebase-locator, codebase-analyzer, codebase-pattern-finder) to understand the codebase, then works collaboratively with the user to produce comprehensive technical specifications with phased implementation steps and success criteria.
synapse-a2a
This skill provides comprehensive guidance for inter-agent communication using the Synapse A2A framework. Use this skill when sending messages to other agents, routing @agent patterns, understanding priority levels, or handling A2A protocol operations. Automatically triggered when agent communication or A2A protocol tasks are detected.
intelligence-extractor
Extract partnership, funding, and stakeholder intelligence from meeting transcripts, emails, and conversations with real-time quality monitoring and template-based optimization
skill-creator
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.