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总 Skills
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# Skill 仓库 描述 安装量
20201 background-removal eachlabs/skills
Background Removal Remove backgrounds from images via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login infsh app run infsh/birefnet --input '{"image_url": "https://your-photo.jpg"}' How To Use Reve for image editing including background changes: infsh app run falai/reve --input '{ "prompt": "remove the background, make it transparent", "image_url": "https://portrait.jpg" }' Or change backg...
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20202 docs-seeker duc01226/easyplatform
Documentation Discovery & Analysis Overview Intelligent discovery and analysis of technical documentation through multiple strategies: llms.txt-first: Search for standardized AI-friendly documentation Repository analysis: Use Repomix to analyze GitHub repositories Parallel exploration: Deploy multiple Explorer agents for comprehensive coverage Fallback research: Use Researcher agents when other methods unavailable Core Workflow Phase 1: Initial Discovery Identify target Extract library/frame...
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20203 sendgrid-webhooks hookdeck/webhook-skills
SendGrid Webhooks When to Use This Skill Setting up SendGrid webhook handlers for email delivery tracking Debugging ECDSA signature verification failures Processing email events (bounce, delivered, open, click, spam report) Implementing email engagement analytics Essential Code Signature Verification (Manual) SendGrid uses ECDSA (Elliptic Curve Digital Signature Algorithm) with public key verification. // Node.js manual verification const crypto = require ( 'crypto' ) ; function verifySignature ...
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20204 agent-evaluation eyadsibai/ltk
Agent Evaluation (AI Agent Evals) Based on Anthropic's "Demystifying evals for AI agents" When to use this skill Designing evaluation systems for AI agents Building benchmarks for coding, conversational, or research agents Creating graders (code-based, model-based, human) Implementing production monitoring for AI systems Setting up CI/CD pipelines with automated evals Debugging agent performance issues Measuring agent improvement over time Core Concepts Eval Evolution: Single-turn → Multi-turn →...
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20205 implement inkeep/team-skills
Implementation Verification-driven coding with tight feedback loops. Distilled from 21,321 tracked operations across 64+ projects, 612 debugging sessions, and 2,476 conversation histories. These are the patterns that consistently ship working code. Core insight: 2-3 edits then verify. 73% of fixes go unverified — that's the 1 quality gap. The difference between a clean session and a debugging spiral is verification cadence. The Sequence Every implementation follows the same macro-sequence, regar...
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20206 vue-best-practices vinayakkulkarni/vue-nuxt-best-practices
Vue Best Practices Workflow Use this skill as an instruction set. Follow the workflow in order unless the user explicitly asks for a different order. Core Principles Keep state predictable: one source of truth, derive everything else. Make data flow explicit: Props down, Events up for most cases. Favor small, focused components: easier to test, reuse, and maintain. Avoid unnecessary re-renders: use computed properties and watchers wisely. Readability counts: write clear, self-documenting code. 1...
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20207 shader-techniques pluginagentmarketplace/custom-plugin-game-developer
Shader Techniques Shader Pipeline Overview ┌─────────────────────────────────────────────────────────────┐ │ RENDERING PIPELINE │ ├─────────────────────────────────────────────────────────────┤ │ CPU (Game Logic) │ │ ↓ │ │ VERTEX SHADER │ │ ├─ Transform vertices to clip space │ │ ├─...
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20208 workflow-lite-plan catlog22/claude-code-workflow
Workflow-Lite-Plan Planning pipeline: explore → clarify → plan → confirm → handoff to lite-execute. Context Isolation CRITICAL : If invoked from analyze-with-file (via "执行任务"), the analyze-with-file session is COMPLETE and all its phase instructions are FINISHED and MUST NOT be referenced. Only follow LP-Phase 1-5 defined in THIS document. Phase numbers are INDEPENDENT of any prior workflow. Input <task-description> Task description or path to .md file (required) Flag Description -y , --...
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20209 devops-infrastructure cloudai-x/claude-workflow-v2
DevOps & Infrastructure When to Load Trigger : Docker, CI/CD pipelines, deployment configuration, monitoring, infrastructure as code Skip : Application logic only with no infrastructure or deployment concerns DevOps Workflow Copy this checklist and track progress: DevOps Setup Progress: - [ ] Step 1: Containerize application (Dockerfile) - [ ] Step 2: Set up CI/CD pipeline - [ ] Step 3: Define deployment strategy - [ ] Step 4: Configure monitoring & alerting - [ ] Step 5: Set up environment mana...
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20210 rollup teachingai/full-stack-skills
Use this skill whenever the user wants to: - [待完善：根据具体工具添加使用场景] How to use this skill [待完善：根据具体工具添加使用指南] Best Practices [待完善：根据具体工具添加最佳实践] Keywords [待完善：根据具体工具添加关键词]
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20211 web-design-guidelines andrelandgraf/fullstackrecipes
Web Interface Guidelines Review files for compliance with Web Interface Guidelines. How It Works Fetch the latest guidelines from the source URL below Read the specified files (or prompt user for files/pattern) Check against all rules in the fetched guidelines Output findings in the terse file:line format Guidelines Source Fetch fresh guidelines before each review: https://raw.githubusercontent.com/vercel-labs/web-interface-guidelines/main/command.md Use WebFetch to retrieve the latest rules. Th...
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20212 model-fallback aaaaqwq/claude-code-skills
模型自动降级与故障切换 当使用此技能 模型请求失败 API 超时 达到速率限制 配额耗尽 需要确保服务连续性 工作原理 监控 : 检测模型请求状态 判断 : 识别失败类型（超时/限额/错误） 切换 : 自动降级到备用模型 重试 : 失败请求自动重试 恢复 : 主模型恢复后自动切回 多供应商支持 优先级配置 跨供应商故障转移 智能负载均衡 错误类型 超时 : 切换到更快模型 限额 : 切换到有配额模型 错误 : 切换到不同供应商 触发词 "模型降级" "自动切换" "模型故障" "API 失败"
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20213 remotion-best-practices ncklrs/startup-os-skills
When to use Use this skills whenever you are dealing with Remotion code to obtain the domain-specific knowledge. Captions When dealing with captions or subtitles, load the ./rules/subtitles.md file for more information. Using FFmpeg For some video operations, such as trimming videos or detecting silence, FFmpeg should be used. Load the ./rules/ffmpeg.md file for more information. Audio visualization When needing to visualize audio (spectrum bars, waveforms, bass-reactive effects), load the ./rul...
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20214 godot-theme-easter thedivergentai/gd-agentic-skills
Easter Theme (Aesthetics & Juice) Overview This skill provides the assets and logic to "Easter-fy" a game. It focuses on the Classic Easter aesthetic: bright pastels, bouncy animations, and egg/bunny iconography. Core Components 1. Easter Palette Override ( easter_palette_override.gd ) A runtime theme injector. Behavior : Iterates through UI nodes and applies a pre-defined "Easter" color palette (Pink, Cyan, Yellow, Mint). Use for : Instantly theming a menu or HUD without manually editing 50 Sty...
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20215 http-api-cloudbase tencentcloudbase/cloudbase-mcp
When to use this skill Use this skill whenever you need to call CloudBase platform features via raw HTTP APIs , for example: Non-Node backends (Go, Python, Java, PHP, etc.) Integration tests or admin scripts that use curl or language HTTP clients Direct database operations via MySQL RESTful API Cloud function invocation via HTTP Any scenario where SDKs are not available or not preferred Do not use this skill for: Frontend Web apps using @cloudbase/js-sdk (use CloudBase Web skills) Node.js code u...
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20216 example-skill iterate/iterate
Example Skill This skill demonstrates the structure and format for Claude Code plugin skills. Overview Skills are model-invoked capabilities that Claude autonomously uses based on task context. Unlike commands (user-invoked) or agents (spawned by Claude), skills provide contextual guidance that Claude incorporates into its responses. When This Skill Applies This skill activates when the user's request involves: Creating or understanding plugin skills Skill template or reference needs Skill...
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20217 architect thebushidocollective/han
Architecture Design Design system architecture and make strategic technical decisions. Core Principle Good architecture enables change while maintaining simplicity. Name han-core:architect - Design system architecture and high-level technical strategy Synopsis /architect [arguments] Architecture vs Planning Architecture Design (this skill): Strategic: "How should the system be structured?" Component interactions and boundaries Technology and pattern choices Long-term implications System-level de...
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20218 nginx-c-module-design pproenca/dot-skills
nginx.org C Module Directive Design Best Practices Comprehensive directive design guide for nginx C module authors, focused on creating clear, consistent, and admin-friendly configuration interfaces. Contains 46 rules across 8 categories, prioritized by impact to guide decisions about what to expose, how to name it, and how to evolve it safely. When to Apply Reference these guidelines when: Deciding which values to expose as directives vs hardcode Naming new directives and choosing argument type...
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20219 grdb johnrogers/claude-swift-engineering
GRDB Direct SQLite access using GRDB.swift - type-safe Swift wrapper with full SQLite power when you need it. Reference Loading Guide ALWAYS load reference files if there is even a small chance the content may be required. It's better to have the context than to miss a pattern or make a mistake. Reference Load When Getting Started Setting up DatabaseQueue or DatabasePool Queries Writing raw SQL, Record types, type-safe queries Value Observation Reactive queries, SwiftUI integration Migration...
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20220 opensea projectopensea/opensea-skill
OpenSea API Query NFT data, trade on the Seaport marketplace, and swap ERC20 tokens across Ethereum, Base, Arbitrum, Optimism, Polygon, and more. Quick start Set OPENSEA_API_KEY in your environment Preferred: Use the opensea CLI ( @opensea/cli ) for all queries and operations Alternatively, use the shell scripts in scripts/ or the MCP server export OPENSEA_API_KEY = "your-api-key" Install the CLI globally (or use npx) npm install -g @opensea/cli Get collection info opensea collections get bore...
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20221 generic-static-ux-designer travisjneuman/.claude
No SKILL.md available for this skill. View on GitHub
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20222 x-filter kangarooking/x-skills
X Filter Score and filter collected materials for X content creation. Topics scoring ≥7 points enter the creation pool. Scoring System (满分10分) Criteria Weight Description 热度/趋势 4分 Current popularity and trend momentum 争议性 2分 Discussion potential and debate value 高价值 3分 Information density and actionable insights 账号定位相关 1分 Alignment with account positioning Threshold: ≥7分 enters creation pool Prerequisites Materials from x-collect (or manual input) User profile from x-create/references/user-p...
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20223 skill-creator gravito-framework/gravito
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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20224 relational-database-web-cloudbase tencentcloudbase/cloudbase-mcp
When to use this skill Use this skill whenever you need to access CloudBase Relational Database from a browser app (React, Vue, vanilla JS) using @cloudbase/js-sdk . Use it when you need to: Initialize CloudBase Relational Database on the frontend Replace an existing Supabase client with CloudBase Relational Database Share a single db client across your Web app Do NOT use this skill for: Backend/Node access to CloudBase Relational Database (use relation-database-skill → node-sdk/quickstart.md ) ...
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20225 vitest prowler-cloud/prowler
Vitest is a next-generation testing framework powered by Vite. It provides a Jest-compatible API with native ESM, TypeScript, and JSX support out of the box. Vitest shares the same config, transformers, resolvers, and plugins with your Vite app. Key Features: Vite-native: Uses Vite's transformation pipeline for fast HMR-like test updates Jest-compatible: Drop-in replacement for most Jest test suites Smart watch mode: Only reruns affected tests based on module graph Native ESM, TypeScript, JSX su...
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20226 modelslab-interior-design modelslab/skills
ModelsLab Interior Design AI-powered interior design, room decoration, floor planning, and exterior restoration. When to Use This Skill Redesign interior spaces Decorate rooms with AI assistance Generate floor plans from images Transform room styles and aesthetics Restore or enhance building exteriors Create design mockups and variations Visualize renovation ideas Available Endpoints Interior Design POST https://modelslab.com/api/v6/interior/interior Room Decorator POST https://modelslab.com/api...
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20227 mlops-workflows manutej/luxor-claude-marketplace
MLOps Workflows with MLflow A comprehensive guide to production-grade MLOps workflows covering the complete machine learning lifecycle from experimentation to production deployment and monitoring. Table of Contents MLflow Components Overview Experiment Tracking Model Registry Deployment Patterns Monitoring and Observability A/B Testing Feature Stores CI/CD for ML Model Versioning Production Best Practices MLflow Components Overview MLflow consists of four primary components for managing the M...
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20228 azure-eventhub-dotnet sickn33/antigravity-awesome-skills
Azure.Messaging.EventHubs (.NET) High-throughput event streaming SDK for sending and receiving events via Azure Event Hubs. Installation Core package (sending and simple receiving) dotnet add package Azure.Messaging.EventHubs Processor package (production receiving with checkpointing) dotnet add package Azure.Messaging.EventHubs.Processor Authentication dotnet add package Azure.Identity For checkpointing (required by EventProcessorClient) dotnet add package Azure.Storage.Blobs Current Versio...
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20229 marimo maragudk/skills
Contents Editing and Verification Enforcement Key Concepts Cell Structure Editing Rules Core CLI Commands Export Commands Data and Visualization Debugging Workflow Common Issues Additional Resources Marimo Reactive Notebooks Marimo is a reactive Python notebook where cells form a DAG and auto-execute on dependency changes. Notebooks are stored as pure .py files. Editing and Verification Enforcement IRON LAW 1: NEVER MODIFY CELL DECORATORS OR SIGNATURES Only edit code INSIDE @app.cell function bo...
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20230 agentscope-skill agentscope-ai/agentscope-skills
Understanding AgentScope What is AgentScope? AgentScope is a production-ready, enterprise-grade open-source framework for building multi-agent applications with large language models. Its functionalities cover: Development : ReAct agent, context compression, short/long-term memory, tool use, human-in-the-loop, multi-agent orchestration, agent hooks, structured output, planning, integration with MCP, agent skill, LLMs API, voice interaction (TTS/Realtime), RAG Evaluation : Evaluate multistep agen...
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20231 sns itsmostafa/aws-agent-skills
AWS SNS Amazon Simple Notification Service (SNS) is a fully managed pub/sub messaging service for application-to-application (A2A) and application-to-person (A2P) communication. Table of Contents Core Concepts Common Patterns CLI Reference Best Practices Troubleshooting References Core Concepts Topics Named channels for publishing messages. Publishers send to topics, subscribers receive from topics. Topic Types Type Description Use Case Standard Best-effort ordering, at-least-once Most use cases...
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20232 pixel art animator willibrandon/pixel-plugin
This Skill handles all animation-related tasks for sprites, including frame management, timing, animation tags (sequences), and linked cels for efficient animation. When to Use Use this Skill when the user: - Wants to "animate" a sprite or "add animation" - Mentions "frames", "keyframes", or "frame rate" - Describes motion: "walk cycle", "run cycle", "idle animation", "attack animation" - Asks about "animation tags", "loops", or "playback" - Wants to create "sprite sheets" for animation ...
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20233 kargo-skill julianobarbosa/claude-code-skills
Complete guide for Kargo - an unopinionated continuous promotion platform that extends GitOps principles with progressive delivery capabilities. Overview Kargo manages the promotion of desired state through environments while tools like ArgoCD handle syncing actual state to desired state in Git. Kargo complements ArgoCD by handling promotion logic. Installation Prerequisites - Helm v3.13.1 or later - Kubernetes cluster with cert-manager pre-installed - Optional: ArgoCD v2.13.0+, Argo R...
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20234 tempo julianobarbosa/claude-code-skills
Tempo Skill for building applications on the Tempo network. Capabilities Navigate Tempo documentation and protocol specs Browse source code for tempoxyz/tempo (Rust node) and tempoxyz/tempo-ts (TypeScript SDK) Access related libraries: viem, wagmi, reth, foundry MCP Tools Use these tools to explore Tempo: Tool Description mcp__tempo__list_pages List all documentation pages mcp__tempo__read_page Read a specific documentation page mcp__tempo__search_docs Search documentation mcp__tempo__list_s...
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20235 dynamic-api-integration oimiragieo/agent-studio
Mode: Cognitive/Prompt-Driven — No standalone utility script; use via agent context. Dynamic API Integration Overview This skill teaches agents how to dynamically discover, parse, and call external HTTP APIs at runtime. It is adapted from the Universal Tool Calling Protocol (UTCP) patterns, translated into Node.js / Claude Code tool patterns. Core workflow (5-phase, inspired by UTCP agent state machine): Discover — Fetch and parse an OpenAPI/Swagger spec (or define a manual tool template). Match...
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20236 wilma aikarjal/wilmai
Wilma Skill Overview Wilma is the Finnish school information system used by schools and municipalities to share messages, news, exams, schedules, homework, and other student-related updates with parents/guardians. Use the wilma / wilmai CLI in non-interactive mode to retrieve Wilma data for AI agents. Prefer --json outputs and avoid interactive prompts. Quick start Install npm i -g @wilm-ai/wilma-cli Ensure the user has run the interactive CLI once to create ~/.config/wilmai/config.json . Use no...
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20237 better-auth-best-practices andrelandgraf/fullstackrecipes
Better Auth Integration Guide Always consult better-auth.com/docs for code examples and latest API. Setup Workflow Install: npm install better-auth Set env vars: BETTER_AUTH_SECRET and BETTER_AUTH_URL Create auth.ts with database + config Create route handler for your framework Run npx @better-auth/cli@latest migrate Verify: call GET /api/auth/ok — should return { status: "ok" } Quick Reference Environment Variables BETTER_AUTH_SECRET - Encryption secret (min 32 chars). Generate: openssl rand -b...
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20238 architect simota/agent-skills
Architecture Design Design system architecture and make strategic technical decisions. Core Principle Good architecture enables change while maintaining simplicity. Name han-core:architect - Design system architecture and high-level technical strategy Synopsis /architect [arguments] Architecture vs Planning Architecture Design (this skill): Strategic: "How should the system be structured?" Component interactions and boundaries Technology and pattern choices Long-term implications System-level de...
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20239 coo-analytics lotosbin/claude-skills
No SKILL.md available for this skill. View on GitHub
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20240 wpf-mvvm-generator jeongheonk/c-sharp-custom-marketplace
WPF MVVM Generator 스킬 CommunityToolkit.Mvvm source generator를 사용하여 WPF MVVM 컴포넌트를 생성합니다. 중요: 모든 결과는 반드시 한국어로 작성합니다. 코드 식별자, 기술 용어, 패턴 이름 등은 원문 그대로 유지하되, 설명 부분은 한국어를 사용합니다. 인자 $ARGUMENTS[0] : 엔티티 이름 (필수) - 예: User , Product , Order $ARGUMENTS[1] : 생성 유형 (선택): viewmodel , view , model , all (기본값: all ) all : Model + ViewModel + View + Code-Behind + Messages + Service Interface 모두 생성 실행 단계 1단계: 인자 검증 $ARGUMENTS[0] 이 비어있는 경우: 사용자에게 엔티티 이름 요청 프로젝트의 기존 Model 기반으로 제안 엔티티 이름 검증: PascalCase 여부 확인 C 예약어 사...
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20241 language-detector dkyazzentwatwa/chatgpt-skills
Identify the language of text with confidence scoring. Features - 50+ Languages: Wide language support - Confidence Scores: Probability estimates - Batch Detection: Process multiple texts - CSV Support: Analyze text columns - Multiple Algorithms: Character n-gram analysis CLI Usage ``` python language_detector.py --text "Hello world" --output result.json python language_detector.py --file texts.csv --column text --output languages.csv ``` Dependencies - langdetect>=1.0.9 - pandas>...
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20242 mantis-react-admin eng0ai/eng0-template-skills
A free React admin dashboard with Material UI v7, React 19, Vite 7, and MUI X Charts. Tech Stack - Framework: React 19 - Build Tool: Vite 7 - UI Library: Material UI v7, MUI X Charts - Styling: Emotion CSS-in-JS - Routing: React Router v7 - State: SWR for data fetching - Package Manager: yarn - Output: `dist` directory - Dev Port: 5173 Setup 1. Clone the Template ``` git clone --depth 1 https://github.com/Eng0AI/mantis-react-admin-template.git . ``` If the directory is not empt...
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20243 research-management qodex-ai/ai-agent-skills
Research & Documentation Enables comprehensive research workflows: search for information across your Notion workspace, fetch and analyze relevant pages, synthesize findings, and create well-structured documentation. Quick Start When asked to research and document a topic: Search for relevant content: Use Notion:notion-search to find pages Fetch detailed information: Use Notion:notion-fetch to read full page content Synthesize findings: Analyze and combine information from multiple sources C...
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20244 chatgpt-app-builder mcp-use/skills
ChatGPT App Builder Build ChatGPT apps with interactive widgets using mcp-use. Zero-config widget development with automatic registration and built-in React hooks. The app is consumed by two users at once : the human and the ChatGPT LLM . They collaborate through the widget -- the human interacts with it, the LLM sees its state. The widget is your shared surface. Before You Code Clarify what to build → discover.md : when starting a new app, validating an idea, or scoping features Design tools an...
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20245 segment-automation davepoon/buildwithclaude
Segment Automation via Rube MCP Automate Segment customer data platform operations through Composio's Segment toolkit via Rube MCP. Toolkit docs : composio.dev/toolkits/segment Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Segment connection via RUBE_MANAGE_CONNECTIONS with toolkit segment Always call RUBE_SEARCH_TOOLS first to get current tool schemas Setup Get Rube MCP : Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed —...
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20246 designer joeseesun/claude-designer-skill
Designer Skill 你是一个偏执、挑剔、永不妥协的设计师，拥有 Jobs 式的产品直觉和 Rams 式的功能纯粹主义。 你的核心特质 完美主义标准 当所有人都觉得"差不多就行"时，你会毫不留情地推翻重来 你的标准不是行业平均水平，而是内心那个完美主义恶魔的苛刻要求 2px 的间距差异会让你失眠，不合理的信息层级会让你抓狂 深度洞察力 你从不相信用户的第一句话 当用户说"我不喜欢蓝绿配色"，你听到的是更深层的情感诉求 当他们要求"按钮加padding"，你思考的是整个交互逻辑是否合理 你会像侦探一样挖掘真相，像心理学家一样分析动机 敢于说不 你敢于说"不"，明白真正的专业不是迎合，而是用专业判断为项目承担责任 即使被拒绝，你也要确保对方理解拒绝的代价 你的设计不是满足需求，而是重新定义需求 工作流程 第一阶段：深度诊断 读取现有代码 - 全面分析当前的实现 挖掘真实需求 - 不停留在表面要求 识别核心问题 - 找出真正需要解决的设计问题 质疑现有假设 - 挑战不合理的设计决策 第二阶段：方案设计 你必须提供三个方案： 方案 A：渐进优化 改动最小，风险最低 在现有基础上...
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20247 azure-resource-manager-postgresql-dotnet sickn33/antigravity-awesome-skills
Azure.ResourceManager.PostgreSql (.NET) Azure Resource Manager SDK for managing PostgreSQL Flexible Server deployments. Installation dotnet add package Azure.ResourceManager.PostgreSql dotnet add package Azure.Identity Current Version : v1.2.0 (GA) API Version : 2023-12-01-preview Note : This skill focuses on PostgreSQL Flexible Server. Single Server is deprecated and scheduled for retirement. Environment Variables AZURE_SUBSCRIPTION_ID = < your-subscription-id > AZURE_RESOURCE_GROUP = < your-re...
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20248 swain-status cristoslc/swain
Status Cross-cutting project status dashboard. Aggregates data from artifact lifecycle ( swain chart ), task tracking (tk), git, GitHub issues, and session state into an activity-oriented view. When invoked Locate and run the status script from skills/swain-status/scripts/swain-status.sh : Find the script from the project root or installed skills directories SKILL_DIR = " $( find . .claude .agents -path '*/swain-status/scripts/swain-status.sh' -print -quit 2 > /dev/null ) " bash " $SKILL_DIR " ...
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20249 auth0-fastify-api auth0/agent-skills
Auth0 Fastify API Integration Protect Fastify API endpoints with JWT access token validation using @auth0/auth0-fastify-api. Prerequisites Fastify API application (v5.x or newer) Node.js 20 LTS or newer Auth0 API configured (not Application - must be API resource) If you don't have Auth0 set up yet, use the auth0-quickstart skill first When NOT to Use Server-rendered web applications - Use @auth0/auth0-fastify for session-based auth Single Page Applications - Use auth0-react , auth0-vue , or aut...
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20250 skill-system-evolution arthur0824hao/skills
Skill System Evolution Version-controlled evolution engine that uses insight results to evolve soul profiles and workflow recipes. This skill is the ACT half of the system: it reads accumulated observation data, decides changes that are justified by evidence, applies them conservatively, and records a versioned snapshot for every change. Key Concepts Insight = OBSERVE Extract facets from sessions and accumulate buffers. This is handled by skill-system-insight . Evolution = ACT Read accumulated d...
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