Skill rating

Cross-chain token swaps, quotes, portfolio and prices across 14 chains via the Suwappu DEX MCP server. Read-only by default; swap execution is opt-in and gated.

Use Lightpanda headless browser optimized for AI agents — fast, lightweight, designed for web scraping and automation at scale. Use when: building AI web scrapers, automating web tasks with agents, ru

Weaviate is an open-source vector database with built-in vectorization modules. Learn schema definition, GraphQL and REST APIs, hybrid search combining BM25 and vectors, and self-hosted deployment wit

The Agent states: `thinking`, `waiting`, `idle`, and `error` are automatically synced to workled via the MCP protocol. Light‑effect parameters and touch macros can also be configured for the device ov

电商图片自动生成：按主图、场景图、模特图、白底图四类用途写提示词，接领霄官网 MCP 按张出图并返回实际扣费。当用户要做电商产品图、AI 生图、生成主图详情图、模特图或场景图、批量出商品图、判断 AI 生图划不划算时使用。

Use `aigroup-market-mcp` for China-market and Tushare-oriented data. Supported request types: A-share, index, sector, fund-flow, margin, block-trade, fund, convertible-bond, macro, and finance-news da

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

Persistent memory for every user via getmem.ai. Automatically ingests conversations and injects relevant context before each agent reply. Two API calls. $20 free on signup.

Project onboarding for game development. Detects project state, asks guided questions to determine user context, and routes to the correct workflow.

Connect OpenClaw to the RiverDesk task app: install the openclaw-riverdesk channel plugin, pair with a one-time code from web.riverdesk.ai, and verify the agent is online.

Ampersend CLI for agent payments

Access Credit Karma transaction data via MCP. Use when the user asks about their Credit Karma transactions, spending by category or merchant, account summaries, or wants to sync or query their financi

Unified quantum calibration analysis package. Aggregates curve fitting and parameter extraction (qubitclient-scope), neural network spectrum analysis (qubitclient-nnscope), LLM-based calibration revi

Real-time quantum measurement control based on MCP (Model Context Protocol) for executing experimental tasks including: (1) S21 spectroscopy scans, (2) Rabi oscillation measurements, (3) Ramsey fringe

烟草网络学院 (mooc.ctt.cn) 自动学习脚本，支持刷学时、刷专题、刷课程、刷任务四种模式。 用户说"帮我刷学时"即可自动完成登录、播放视频、累计学时全流程。 触发词：烟草、网络学院、mooc、cttc、自动学习、学时。

業務缺口診斷 Skill。整合業績、競賽、榮譽、續保率、客戶增長、技能短板等多維數據，統一換算為保障保費口徑，計算缺口金額、需成交件數、緊急度/容易度標籤，按優先級排序，輸出多維度診斷結論。不輸出行動建議。在用戶表達「診斷」、「分析」、「整體情況」、「缺口」、「進度」、「還差多少」或同時詢問多個維度業績時觸發。禁止在單一指標查詢、單一排名查詢、閒聊、意圖不明時觸發。

以文王六十四卦为根本，依用户所问定卦、排卦、解卦，并以庄重克制的口吻给出趋势判断、风险提醒与行止建议。适用于首次登记命主资料、问事起卦、已得卦象解读、卦义查询、每日运势与定时追问场景。

Buy $WIR on TON -- the decentralized credit union token on TON.fun

自动化招聘新 Agent，配置独立飞书/ Discord 机器人并重构多账号路由

Build on-device AI features in React Native and Expo apps with React Native ExecuTorch. Use when adding AI to a mobile app without cloud dependencies — chatbots, image classification, object detection

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill

On-device LLM integration using Apple's Foundation Models framework. Use when implementing AI text generation, structured output, or tool calling.

Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java. Generates document ingestion pipelines, embedding stores, vector search, and semantic search capabiliti

Provides integration patterns for LangChain4j with Spring Boot. Configures AI model beans, sets up chat memory with Spring context, integrates RAG pipelines with Spring Data, and handles auto-configur

Provides and generates LangChain4j tool and function calling patterns: annotates methods as tools with @Tool, configures tool executors, registers tools with AiServices, validates tool parameters, and

Provides configuration patterns for LangChain4J vector stores in RAG applications. Use when building semantic search, integrating vector databases (PostgreSQL/pgvector, Pinecone, MongoDB, Milvus, Neo4

Analyze images using AI with the understand_image tool

Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

Provides patterns to build declarative AI Services with LangChain4j for LLM integration, chatbot development, AI agent implementation, and conversational AI in Java. Generates type-safe AI services us

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.

Provides LangChain4j patterns for implementing MCP (Model Context Protocol) servers, creating Java AI tools, exposing tool calling capabilities, and integrating MCP clients with AI services. Use when

Provides unit test, integration test, and mock AI patterns for LangChain4j applications. Creates mock LLM responses, tests retrieval chains, validates RAG workflows, and implements Testcontainers-base

Audits physical architecture structure: modules, domains, layer layout, junk drawers, and framework placement. Use for structure drift.

Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up transport

Claiming work is complete without verification is dishonesty, not efficiency. Use when ANY variation of success/completion claims, ANY expression of satisfaction, or ANY positive statement about work

Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding premature change.

Generate Mermaid diagrams from user requirements. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types.

Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization str

Diagnose and fix Single Step Instrumentation (SSI) issues on Linux hosts — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are configured but tra

Use this skill whenever the user wants to generate detailed English prompts for AI image tools (NanoBanana / Gemini / DALL-E / Midjourney) to produce top-conference-quality academic figures — includin

Generates smart App Store review prompt infrastructure with configurable conditions and platform detection. Use when user wants to add review prompts, request ratings, or implement StoreKit reviews.

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

Generates a minimum version enforcement system with hard-block and soft-prompt update flows, App Store redirect, and remote config or App Store lookup for version checks. Use when user wants force upd

Researches domain ecosystem for project initialization. Spawned by /gsd:new-project orchestrator (4 parallel agents).

Use when executing implementation plans with independent tasks in the current session

Analyze production Agentforce agent behavior using session traces and Data Cloud. TRIGGER when: user queries STDM session data or Data Cloud trace records; investigates production agent failures, regr

Automatically fetch latest library/framework documentation for Claude Code via Context7 API. Use when you need up-to-date documentation for libraries and frameworks or asking about React, Next.js, Pri

Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration.