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api-patterns
Foundation API package patterns - CLI tool, shared utilities, Zod schemas, and type-safe building blocks used by MCP and AI SDK packages
grepai-search-advanced
Advanced search options in GrepAI. Use this skill for JSON output, compact mode, and AI agent integration.
tldr
TLDR code analysis for token-efficient codebase understanding. AUTO-INVOKE when: - User asks "who calls X", "what affects X", "find implementation" - Need to trace dependencies, call graphs, or data flow - Semantic search for code by meaning (not exact string) - Understanding large codebases efficiently - Before reading any large file (use context first) - Debugging "why is X null/undefined here" - Before refactoring (impact analysis) PREFER TLDR over raw file reads - 95% token savings.
personal-assistant
This skill should be used whenever users request personal assistance tasks such as schedule management, task tracking, reminder setting, habit monitoring, productivity advice, time management, or any query requiring personalized responses based on user preferences and context. On first use, collects comprehensive user information including schedule, working habits, preferences, goals, and routines. Maintains an intelligent database that automatically organizes and prioritizes information, keeping relevant data and discarding outdated context.
sans-course-processing
A skill with no documentation or clear purpose, making evaluation impossible; appears incomplete and unusable in current state.
postgres-semantic-search
PostgreSQL-based semantic and hybrid search with pgvector and ParadeDB. Use when implementing vector search, semantic search, hybrid search, or full-text search in PostgreSQL. Covers pgvector setup, indexing (HNSW, IVFFlat), hybrid search (FTS + BM25 + RRF), ParadeDB as Elasticsearch alternative, and re-ranking with Cohere/cross-encoders. Supports vector(1536) and halfvec(3072) types for OpenAI embeddings. Triggers: pgvector, vector search, semantic search, hybrid search, embedding search, PostgreSQL RAG, BM25, RRF, HNSW index, similarity search, ParadeDB, pg_search, reranking, Cohere rerank
ai-sdk-6
Vercel AI SDK v6 development. Use when building AI agents, chatbots, tool integrations, or streaming applications with the ai package.
ai-tuber
Imported from https://www.skillhub.club/skills/koduki-ai-tuber.
openai-agents-sdk
OpenAI Agents SDK (Python) development. Use when building AI agents, multi-agent workflows, tool integrations, or streaming applications with the openai-agents package.
spoon-agent-development
Build AI agents with SpoonReactMCP. Use when creating custom agents, configuring tool chains, designing system prompts, or implementing concurrent agent patterns.
airiot
Complete AIRIOT Platform Development Guide - React TypeScript client with shadcn/ui framework, Vite build tool, and MCP server integration. Covers project initialization, development standards, and comprehensive client library usage including API client (createAPI, CRUD operations), Authentication (useLogin, useLogout, useUser), JSON Schema Forms (SchemaForm, FieldArray), Jotai-based State Management (Model, TableModel, useModel hooks), Page Hooks (usePageVar, useDatasourceValue), Real-time Data Subscription (Subscribe, useDataTag, useTableData), and Configuration (setConfig, useMessage).
vultisig
MPC wallet for AI agents. Secure multi-chain crypto operations with threshold signing across 36+ blockchains. Routes to CLI (shell commands) or SDK (TypeScript) based on your use case.
aws-sagemaker
Amazon SageMaker for building, training, and deploying machine learning models. Use for SageMaker AI endpoints, model training, inference, MLOps, and AWS machine learning services.
ai-elements
AI Elements component library for AI-native applications. Use when building chatbots, AI workflows, or integrating with Vercel AI SDK's useChat hook.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
business-idea-validator
Systematically validate business ideas with proven scoring frameworks. Produces comprehensive 2,000-3,000 word validation report with actionable recommendations and go/no-go decision.
senior-ml-engineer
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.
helm
Imported from https://github.com/FortiumPartners/ai-mesh.
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
featbit-dotnet-sdk
Expert guidance for integrating FeatBit .NET Server SDK in ASP.NET Core applications and console applications. Use when users ask about .NET SDK integration, dependency injection, feature flag evaluation in C#, or .NET-specific implementation.
featbit-skills-evaluation-test-builder
Expert in generating comprehensive evaluation testing collections for FeatBit Skills. Creates structured test cases with task prompts, expected outcomes, and evaluation criteria to validate skill functionality and quality before release.
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
data-analysis
分析结构化数据并生成统计报告和可视化建议
KITe-RAG
Imported from https://www.skillhub.club/skills/luhsinyuan-kite-rag.