majiayu000/claude-skill-registry - 第 29 页

utils

Imported skill _utils from langchain

原文语言：英语

vector-database-patterns

Comprehensive guide to vector databases including Pinecone, Qdrant, Weaviate, embedding strategies, and similarity search.

原文语言：英语

vercel-ai-gateway

Vercel AI Gateway provider fallback and host order configuration. Use when working with aiGateway, hostOrder, getGatewayOptions, provider fallback, gateway configuration, or multi-host model routing.

原文语言：英语

vercel-ai-sdk-best-practices

Best practices for using the Vercel AI SDK in Next.js 15 applications with React Server Components and streaming capabilities.

原文语言：英语

vision-language-models

GPT-5/4o, Claude 4.5, Gemini 2.5/3, Grok 4 vision patterns for image analysis, document understanding, and visual QA. Use when implementing image captioning, document/chart analysis, or multi-image comparison.

原文语言：英语

vision-multimodal

Vision and multimodal capabilities for Claude including image analysis, PDF processing, and document understanding. Activate for image input, base64 encoding, multiple images, and visual analysis.

原文语言：英语

voice-agents

ElevenLabs voice agent creation for client discovery and feedback calls. Use this skill when creating AI voice agents, setting up discovery call agents, or configuring automated phone conversations. Triggers on voice agent creation, ElevenLabs agent setup, or…

原文语言：英语

voice-ai

Production voice AI agents with sub-500ms latency. Groq LLM, Deepgram STT, Cartesia TTS, Twilio integration. No OpenAI. Use when: voice agent, phone bot, STT, TTS, Deepgram, Cartesia, Twilio, voice AI, speech to text, IVR, call center, voice latency.

原文语言：英语

voice-learn

Improves a voice profile by learning from manual edits. Use after editing generated text to refine registers and close voice drift over time.

原文语言：英语

voice-mode

Activates voice conversation mode using Pocket TTS Docker container. Use when user says "voice mode", "let's talk", "talk to me", "speak your responses", or wants Claude to respond with spoken audio. Speaks all responses through TTS and plays via speakers.

原文语言：英语

voice-synthesis

Generate voice audio using Google Cloud TTS with enhancement

原文语言：英语

weaviate-rag

Implement RAG systems using Weaviate vector database. Use when building semantic search, document retrieval, or knowledge base systems.

原文语言：英语

web-filter

Filters and truncates large web search results from Exa to reduce token usage.

原文语言：英语

web

Search the web and fetch page content.

原文语言：英语

workers-ai

This skill should be used when the user asks about "Workers AI", "AI models", "text generation", "embeddings", "semantic search", "RAG", "Retrieval Augmented Generation", "AI inference", "LLaMA", "Llama", "bge embeddings", "@cf/ models", "AI Gateway", or…

原文语言：英语

working-with-llms

Mandatory workflow for creating LLM-facing content. Follow the 4-step process (objective → draft → verify → adjust) before writing any prompt, skill, tool description, or system instruction. Triggers on requests to create or revise skills, prompts, agent…

原文语言：英语

writing-prompts

Use when crafting prompts for LLMs to improve response quality, accuracy, consistency, and task performance

原文语言：英语

xai-auth

xAI Grok API authentication and setup. Use when configuring xAI API access, setting up API keys, or troubleshooting authentication issues.

原文语言：英语

xai-grok

Use xAI Grok API with Agent Tools for real-time web and X (Twitter) search and synthesis. Requires XAI_API_KEY.

原文语言：英语

xai-models

xAI Grok model selection and capabilities guide. Use when choosing the right Grok model for your task, comparing model features, or optimizing costs.

原文语言：英语

xai-x-search

Search Twitter/X in real-time using Grok API. Use when searching X posts, tracking trends, monitoring accounts, or analyzing social discussions.

原文语言：英语

xiaohongshu-netfeel-guardian

当用户用 Claude 写小红书、公众号、视频脚本等内容时，输出出现翻译腔、英文思考、西式框架，导致“像外国人假装写中文”时使用。 典型触发语句： - “Claude写小红书翻译腔太重”“英文思考输出灾难” - “帮我把这个笔记改成纯中文网感”“去除Claude翻译腔” - “公众号文章中途变英文了”“50 Skills内容生成翻车” - “强制Claude用中文思考写笔记”“小红书情绪化表达润色” 始终保护用户原有的 CLAUDE.md / AGENTS.md 中的人设与语气要求，只做最小必要干预。优先与…

yaml-prompt-maker

Help users who struggle with prompt design by turning their vague questions or tasks into high-quality, structured Japanese YAML prompts. Ask clarifying questions with examples when information is missing, then output the final prompt as a YAML code block.

原文语言：日语

you-com

AI search engine with multiple modes and personalization.

原文语言：英语

pattern-emergence-detector

Generated skill from request: pattern emergence detector

原文语言：英语

replicates-incorporation

This skill manages experimental reproducibility, pooling, and consensus strategies. This skill operates in two distinct modes based on the input state. (1) Pre-Peak Calling (BAM Mode): It merges all BAMs, generate the merge BAM file to prepare for track…

原文语言：英语

aads-training-lifecycle

Maintain AADS-ULoRA phase1, phase2, and phase3 training behavior plus adapter lifecycle invariants across local and Colab flows. Use for training logic, freezing rules, retention/OOD threshold behavior, and phase3 runtime or component updates.

原文语言：英语

add-dataset

Guide for adding a new dataset loader to AReaL. Use when user wants to add a new dataset.

原文语言：英语

add-golden

Curate and add documents to the golden dataset with multi-agent validation. Use when adding test data, creating golden datasets, saving examples.

原文语言：英语

add-reward

Guide for adding a new reward function to AReaL. Use when user wants to create a reward function.

原文语言：英语

agent-data-scientist

Expert data scientist specializing in statistical analysis, machine learning, and business insights. Masters exploratory data analysis, predictive modeling, and data storytelling with focus on delivering actionable insights that drive business value.

原文语言：英语

agent-mlops-engineer

Expert MLOps engineer specializing in ML infrastructure, platform engineering, and operational excellence for machine learning systems. Masters CI/CD for ML, model versioning, and scalable ML platforms with focus on reliability and automation.

原文语言：英语

agent-nlp-engineer

Expert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and production NLP systems with focus on multilingual support and real-time performance.

原文语言：英语

agentdb-learning-plugins

Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through…

原文语言：英语

agentdb-learning-plugins

Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through…

原文语言：英语

agentdb-vector-search

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

原文语言：英语

agentdb-vector-search

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

原文语言：英语

ai-ethics-review

Conduct an ethical review of an AI or ML feature, model, or product. Use when asked to run an AI ethics review, assess AI risks, audit a model for bias, or produce an AI impact assessment. Produces a structured ethics review covering fairness, transparency,…

原文语言：英语

ai-ethics

Implement ethical AI practices and responsible AI governance. Use for: identifying and mitigating bias in datasets and models, ensuring fairness across demographic groups, implementing transparency and explainability requirements, protecting user privacy and…

原文语言：英语

ai-legal-ops

Plant KI-Einsatz mit Datenklassen, Freigaben, Human Review und Wirtschaftlichkeit. Für Managing Partner, Management Committee oder COO/CFO einer deutschen mittelständischen Kanzlei mit konkreten Abfragen, Kennzahlen, Entscheidungen und berufsrechtlicher…

原文语言：德语