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# Skill 仓库 描述 安装量
10101 codeagent cexll/myclaude
Codeagent Wrapper Integration Overview Execute codeagent-wrapper commands with pluggable AI backends (Codex, Claude, Gemini). Supports file references via @ syntax, parallel task execution with backend selection, and configurable security controls. When to Use Complex code analysis requiring deep understanding Large-scale refactoring across multiple files Automated code generation with backend selection Usage HEREDOC syntax (recommended): codeagent-wrapper --backend codex - [ working_dir ] << 'E...
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10102 threejs-pro 404kidwiz/claude-supercode-skills
Three.js & WebGL Developer Purpose Provides 3D web graphics expertise specializing in Three.js, React Three Fiber (R3F), and custom GLSL shader development. Creates immersive 3D experiences for the web with performance optimization and declarative scene management. When to Use Building 3D product configurators or landing pages Implementing custom shaders (GLSL) for visual effects Optimizing 3D scenes (Draco compression, texture resizing) Developing React Three Fiber (R3F) applications Integrat...
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10103 axiom-ios-graphics charleswiltgen/axiom
iOS Graphics Router You MUST use this skill for ANY GPU rendering, graphics programming, or display performance work. When to Use Use this router when: Porting OpenGL/OpenGL ES code to Metal Porting DirectX code to Metal Converting GLSL/HLSL shaders to Metal Shading Language Setting up MTKView or CAMetalLayer Debugging GPU rendering issues (black screen, wrong colors, crashes) Evaluating translation layers (MetalANGLE, MoltenVK) Optimizing GPU performance or fixing thermal throttling App stu...
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10104 parallel-research casper-studios/casper-marketplace
Parallel Research Overview Deep web research, competitive intelligence, entity discovery, and data enrichment using Parallel AI's specialized APIs. Quick Decision Tree What do you need? │ ├── Quick factual answer (3-5 seconds) │ └── Chat API ($0.005/request) │ └── Script: scripts/parallel_research.py chat "question" │ ├── Comprehensive research report (5min-2hr) │ └── Deep Research API ($0.30/report for ultra) │ └── Script: scripts/parallel_research.py research "topic" │ ├── Find entitie...
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10105 landing-page-vercel shipshitdev/library
Landing Page (Vercel) Create a production-ready static landing page with: Structure: Semantic HTML5 + Modern CSS + Vanilla JS Form: Working email capture (Formspree or custom endpoint) Analytics: Plausible/Fathom ready Design: Responsive, accessible, performant Deploy: One-click Vercel deployment What Makes This Different This skill generates working landing pages, not empty templates: Real email capture form that actually submits Analytics integration ready to activate Responsive design tes...
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10106 axiom-swiftui-containers-ref charleswiltgen/axiom
SwiftUI Containers Reference Stacks, grids, outlines, and scroll enhancements. iOS 14 through iOS 26. Sources: WWDC 2020-10031, 2022-10056, 2023-10148, 2024-10144, 2025-256 Quick Decision Use Case Container iOS Fixed views vertical/horizontal VStack / HStack 13+ Overlapping views ZStack 13+ Large scrollable list LazyVStack / LazyHStack 14+ Multi-column grid LazyVGrid 14+ Multi-row grid (horizontal) LazyHGrid 14+ Static grid, precise alignment Grid 16+ Hierarchical data (tree) List with childr...
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10107 axiom-xctest-automation charleswiltgen/axiom
XCUITest Automation Patterns Comprehensive guide to writing reliable, maintainable UI tests with XCUITest. Core Principle Reliable UI tests require three things: Stable element identification (accessibilityIdentifier) Condition-based waiting (never hardcoded sleep) Clean test isolation (no shared state) Element Identification The Accessibility Identifier Pattern ALWAYS use accessibilityIdentifier for test-critical elements. // SwiftUI Button("Login") { ... } .accessibilityIdentifier("l...
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10108 regression-testing proffesor-for-testing/agentic-qe
<default_to_action> When verifying changes don't break existing functionality: - ANALYZE what changed (git diff, impact analysis) - SELECT tests based on change + risk (not everything) - RUN in priority order (smoke → selective → full) - OPTIMIZE execution (parallel, sharding) - MONITOR suite health (flakiness, execution time) Quick Regression Strategy: - Per-commit: Smoke + changed code tests (5-10 min) - Nightly: Extended regression (30-60 min) - Pre-release: Full regression (2-4 hour...
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10109 nansen-token nansen-ai/nansen-cli
Token Deep Dive All commands: nansen research token <sub> [options] --chain required for spot endpoints. Use --token <address> for token-specific endpoints. Info & Price nansen research token info --token < addr > --chain solana nansen research token ohlcv --token < addr > --chain solana --timeframe 1h Timeframes: 1m , 5m , 15m , 30m , 1h , 2h , 4h , 1d , 1w , 1M Holders nansen research token holders --token < addr > --chain solana nansen research token holders --token < addr > --chain solana --...
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10110 ci-cd ahmedasmar/devops-claude-skills
CI/CD Pipelines Comprehensive guide for CI/CD pipeline design, optimization, security, and troubleshooting across GitHub Actions, GitLab CI, and other platforms. When to Use This Skill Use this skill when: Creating new CI/CD workflows or pipelines Debugging pipeline failures or flaky tests Optimizing slow builds or test suites Implementing caching strategies Setting up deployment workflows Securing pipelines (secrets, OIDC, supply chain) Implementing DevSecOps security scanning (SAST, DAST, ...
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10111 frontend-design skillcreatorai/ai-agent-skills
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices. The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints. Design Thinking Before coding, understand the context and commit to a BOLD aesthetic direction: Purpose :...
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10112 apify-scrapers casper-studios/casper-marketplace
Apify Scrapers Overview Scrape content from major social platforms using Apify actors. Each platform has optimized settings for cost and quality. Quick Decision Tree What do you want to scrape? │ ├── Social Media Posts │ ├── Twitter/X → references/twitter.md │ │ └── Script: scripts/scrape_twitter_ai_trends.py │ │ │ ├── Reddit → references/reddit.md │ │ └── Script: scripts/scrape_reddit_ai_tech.py │ │ │ ├── LinkedIn → references/linkedin.md │ │ └── Script: scripts/scrape_lin...
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10113 postgresql 2025emma/vibe-coding-cn
PostgreSQL Table Design Use this skill when Designing a schema for PostgreSQL Selecting data types and constraints Planning indexes, partitions, or RLS policies Reviewing tables for scale and maintainability Do not use this skill when You are targeting a non-PostgreSQL database You only need query tuning without schema changes You require a DB-agnostic modeling guide Instructions Capture entities, access patterns, and scale targets (rows, QPS, retention). Choose data types and constraints that e...
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10114 nestjs-queue-architect shipshitdev/library
NestJS Queue Architect - BullMQ Expert You are a senior queue architect specializing in BullMQ with NestJS. Design resilient, scalable job processing systems for media-heavy workflows. Technology Stack BullMQ: 5.61.0 (Redis-backed job queue) @nestjs/bullmq: 11.0.4 @bull-board/nestjs: 6.13.1 (Queue monitoring UI) Project Context Discovery Before implementing: Check .agent/SYSTEM/ARCHITECTURE.md for queue patterns Review existing queue services and constants Look for [project]-queue-architect ...
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10115 jira-issues skillcreatorai/ai-agent-skills
Jira Issue Management Create and manage Jira issues using the Jira REST API or MCP. Setup Option 1: Jira MCP Server Install the Jira MCP server for seamless integration: npx @anthropic/create-mcp-server jira Option 2: Direct API Set environment variables: export JIRA_BASE_URL="https://yourcompany.atlassian.net" export JIRA_EMAIL="your-email@company.com" export JIRA_API_TOKEN="your-api-token" Get your API token: https://id.atlassian.com/manage-profile/security/api-tokens Creating Issues...
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10116 axe-ios-simulator 0xbigboss/claude-code
AXe iOS Simulator Automation AXe is a single-binary CLI for iOS Simulator automation via Apple's Accessibility APIs and HID. Installation brew install cameroncooke/axe/axe Quick Start Get simulator UDID axe list-simulators UDID="<simulator-udid>" Basic interactions axe tap -x 100 -y 200 --udid $UDID axe tap --label "Safari" --udid $UDID axe type 'Hello World!' --udid $UDID axe gesture scroll-down --udid $UDID axe button home --udid $UDID axe screenshot --udid $UDID Touch & Gestures Tap a...
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10117 create-beads-orchestration avivk5498/the-claude-protocol
Create Beads Orchestration Set up lightweight multi-agent orchestration with git-native task tracking for Claude Code. What This Skill Does This skill bootstraps a complete multi-agent workflow where: Orchestrator (you) investigates issues, manages tasks, delegates implementation Supervisors (specialized agents) execute fixes in isolated worktrees Beads CLI tracks all work with git-native task management Hooks enforce workflow discipline automatically Each task gets its own worktree at .worktree...
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10118 ios-hig johnrogers/claude-swift-engineering
iOS Human Interface Guidelines Apple's Human Interface Guidelines define the visual language, interaction patterns, and accessibility standards that make iOS apps feel native and intuitive. The core principle: clarity and consistency through thoughtful design. 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 Interaction Touch targets, n...
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10119 youtube-tools casper-studios/casper-marketplace
YouTube Tools (yt-dlp) Overview Free, local YouTube operations using yt-dlp. No API keys required, no per-video costs. Works offline after installation. When to Use This vs Apify ┌─────────────────────────────────────────────────────────────────┐ │ DECISION: YouTube Tools (yt-dlp) vs Apify │ ├─────────────────────────────────────────────────────────────────┤ │ │ │ Use youtube-tools (FREE) when: ...
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10120 skill-creator observerw/skill-creator-skill
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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10121 funnel-architect shipshitdev/library
Funnel Architect - DotCom Secrets Builder Overview You are a funnel architect thinking like Russell Brunson. You design sales funnels using DotCom Secrets principles—Value Ladder, Hook-Story-Offer, and traffic temperature matching. You create complete funnel blueprints that convert browsers into buyers. Brunson's Core Principle: "You're one funnel away from changing your life." Your Role: Design funnels. Map value ladders. Create conversion machines. When This Activates This skill auto-acti...
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10122 axiom-ios-networking charleswiltgen/axiom
iOS Networking Router You MUST use this skill for ANY networking work including HTTP requests, WebSockets, TCP connections, or network debugging. When to Use Use this router when: Implementing network requests (URLSession) Using Network.framework or NetworkConnection Debugging connection failures Migrating from deprecated networking APIs Network performance issues Pressure Resistance When user has invested significant time in custom implementation: Do NOT capitulate to sunk cost pressure. ...
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10123 devtu-auto-discover-apis mims-harvard/tooluniverse
Automated Life Science API Discovery & Tool Creation Discover, create, validate, and integrate life science APIs into ToolUniverse. Four-Phase Workflow Gap Analysis → API Discovery → Tool Creation → Validation → Integration ↓ ↓ ↓ ↓ ↓ Coverage Web Search devtu-create devtu-fix Git PR Human approval gates after: discovery, creation, validation, and before PR. Phase 1: Discovery & Gap Analysis 1.1 Analyze Current Coverage Load ToolUn...
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10124 echarts vamseeachanta/workspace-hub
Apache ECharts Visualization Skill Create stunning, interactive charts with Apache ECharts - the perfect balance of ease-of-use and extensive customization. When to Use This Skill Use ECharts when you need: Balance of ease and power - Easy to start, powerful when needed Broad chart variety - 20+ chart types including geo maps TypeScript support - Full type definitions Mobile responsiveness - Built-in responsive design Large datasets - Efficient rendering of 100k+ points Chinese/International...
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10125 tooluniverse-drug-drug-interaction mims-harvard/tooluniverse
Drug-Drug Interaction Prediction & Risk Assessment Systematic analysis of drug-drug interactions with evidence-based risk scoring, mechanism identification, and clinical management recommendations. KEY PRINCIPLES : Report-first approach - Create DDI_risk_report.md FIRST, then populate progressively Bidirectional analysis - Always analyze A→B and B→A interactions (effects may differ) Evidence grading - Grade all DDI claims by evidence quality (★★★ FDA label, ★★☆ clinical study, ★☆☆ theoretical) R...
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10126 flutter-form flutter/skills
Flutter Form Validation Goal Implements stateful form validation in Flutter using Form , TextFormField , and GlobalKey<FormState> . Manages validation state efficiently without unnecessary key regeneration and handles user input validation workflows. Assumes a pre-existing Flutter environment with Material Design dependencies available. Decision Logic When implementing form validation, follow this decision tree to determine the flow of state and UI updates: User triggers submit action: Call _for...
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10127 devtu-fix-tool mims-harvard/tooluniverse
Fix ToolUniverse Tools Diagnose and fix failing ToolUniverse tools through systematic error identification, targeted fixes, and validation. First Principles for Bug Fixes Before writing any fix, ask: why does the user reach this failure state? Prevent, don't recover — fix the root cause so the failure can't happen, rather than adding hint text after it does Validate at input, not at output — wrong parameters, unknown disease names, unsupported drugs should be caught and rejected early with clear...
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10128 agent-browser actionbook/actionbook
Browser Automation with agent-browser The CLI uses Chrome/Chromium via CDP directly. Install via npm i -g agent-browser , brew install agent-browser , or cargo install agent-browser . Run agent-browser install to download Chrome. Core Workflow Every browser automation follows this pattern: Navigate : agent-browser open <url> Snapshot : agent-browser snapshot -i (get element refs like @e1 , @e2 ) Interact : Use refs to click, fill, select Re-snapshot : After navigation or DOM changes, get fresh r...
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10129 mcp-builder mrgoonie/claudekit-skills
MCP Server Development Guide Overview Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Process 🚀 High-Level Workflow Creating a high-quality MCP server involves four main phases: Phase 1: Deep Research and Planning 1.1 Understand Modern MCP Design API Coverage vs. Workflow Tools: Balance comprehensive API endpoint coverag...
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10130 stock-screener dkyazzentwatwa/chatgpt-skills
Stock Screener Filter stocks by financial metrics and perform comparative analysis. Features Multi-Metric Filtering : P/E, P/B, market cap, dividend yield, etc. Custom Screens : Save and reuse filter combinations Comparative Analysis : Side-by-side stock comparison Sector Analysis : Group and analyze by sector Ranking : Score and rank stocks by criteria Export : CSV, JSON, formatted reports Quick Start from stock_screener import StockScreener screener = StockScreener ( ) Load stock data screene...
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10131 googlesheets-automation composiohq/awesome-claude-skills
Google Sheets Automation via Rube MCP Automate Google Sheets workflows including reading/writing data, managing spreadsheets and tabs, formatting cells, filtering rows, and upserting records through Composio's Google Sheets toolkit. Toolkit docs : composio.dev/toolkits/googlesheets Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Google Sheets connection via RUBE_MANAGE_CONNECTIONS with toolkit googlesheets Always call RUBE_SEARCH_TOOLS first to get current tool sche...
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10132 vercel-ai-sdk fluid-tools/claude-skills
Vercel AI SDK v6 Implementation Guide When to Use This Skill Use this skill when: Implementing AI chat interfaces with useChat hook Creating API routes that generate or stream AI responses Building agentic applications with ToolLoopAgent Adding tool calling / function calling capabilities Generating structured output with Output.object() , Output.array() , etc. Generating text embeddings for semantic search or RAG Migrating from AI SDK v5 to v6 Integrating Model Context Protocol (MCP) servers Im...
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10133 tooluniverse-epigenomics mims-harvard/tooluniverse
Genomics and Epigenomics Data Processing Production-ready computational skill for processing and analyzing epigenomics data. Combines local Python computation (pandas, scipy, numpy, pysam, statsmodels) with ToolUniverse annotation tools for regulatory context. Designed to solve BixBench-style questions about methylation, ChIP-seq, ATAC-seq, and multi-omics integration. When to Use This Skill Triggers : User provides methylation data (beta-value matrices, Illumina arrays) and asks about CpG sites...
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10134 java-gradle pluginagentmarketplace/custom-plugin-java
Java Gradle Skill Master Gradle build tool with Kotlin DSL for Java projects. Overview This skill covers Gradle configuration with Kotlin DSL including task configuration, dependency management with catalogs, build cache optimization, and CI/CD integration. When to Use This Skill Use when you need to: Configure Gradle builds (Kotlin DSL) Manage dependencies with catalogs Optimize build performance Set up build cache Create custom tasks Quick Reference // build.gradle.kts plugins { java...
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10135 reverse-engineering-tools gmh5225/awesome-game-security
This skill covers reverse engineering resources for game security research, including debuggers, disassemblers, memory analysis tools, and specialized game hacking utilities. Debugging Tools Windows Debuggers - Cheat Engine: Memory scanner and debugger for games - x64dbg: Open-source x86/x64 debugger - WinDbg: Microsoft's kernel/user-mode debugger - ReClass.NET: Memory structure reconstruction - HyperDbg: Hypervisor-based debugger Specialized Debuggers - CE Mono Helper: Unity/Mono ga...
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10136 mongodb-expert cin12211/orca-q
MongoDB Expert You are a MongoDB expert specializing in document modeling, aggregation pipeline optimization, sharding strategies, replica set configuration, indexing patterns, and NoSQL performance optimization. Step 1: MongoDB Environment Detection I'll analyze your MongoDB environment to provide targeted solutions: MongoDB Detection Patterns: Connection strings: mongodb://, mongodb+srv:// (Atlas) Configuration files: mongod.conf, replica set configurations Package dependencies: mongoose,...
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10137 execution-accelerator shipshitdev/library
Execution Accelerator - Velocity Framework Overview You are an execution accelerator specializing in Alex Hormozi's speed and action principles. You help indie founders kill analysis paralysis, make fast decisions, and ship imperfect things quickly. Your job is to force action—not enable more thinking—by cutting through indecision and creating immediate next steps. Hormozi's Core Principle: "Speed is the only competitive advantage that matters early on. Volume beats strategy. Build the airplan...
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10138 browser cexll/myclaude
Browser Automation Automate browser interactions using the browse CLI with Claude. Setup check Before running any browser commands, verify the CLI is available: which browse || npm install -g @browserbasehq/browse-cli Environment Selection (Local vs Remote) The CLI automatically selects between local and remote browser environments based on available configuration: Local mode (default) Uses local Chrome — no API keys needed Best for: development, simple pages, trusted sites with no bot protectio...
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10139 axiom-uikit-animation-debugging charleswiltgen/axiom
UIKit Animation Debugging Overview CAAnimation issues manifest as missing completion handlers, wrong timing, or jank under specific conditions. Core principle 90% of CAAnimation problems are CATransaction timing, layer state, or frame rate assumptions, not Core Animation bugs. Red Flags — Suspect CAAnimation Issue If you see ANY of these, suspect animation logic not device behavior: Completion handler fires on simulator but not device Animation duration (0.5s) doesn't match visual duration (...
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10140 ux-writing anthropics/knowledge-work-plugins
UX Writing Write clear, concise, user-centered interface copy (UX text/microcopy) for digital products and experiences. This skill provides frameworks, patterns, and best practices for creating text that helps users accomplish their goals. Compatible with: Claude Desktop, Claude Code, and Codex (CLI and IDE extensions) Note: This skill works with Codex CLI/IDE, not ChatGPT. ChatGPT cannot install or use skills. When to Use This Skill Use this skill when: Writing interface copy (buttons, la...
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10141 nansen-profiler nansen-ai/nansen-cli
Wallet Profiler All commands: nansen research profiler <sub> [options] --address and --chain required for most commands. Balance & Identity nansen research profiler balance --address < addr > --chain ethereum nansen research profiler labels --address < addr > --chain ethereum nansen research profiler search --query "Vitalik" PnL nansen research profiler pnl --address < addr > --chain ethereum --days 30 nansen research profiler pnl-summary --address < addr > --chain ethereum Transactions & Histor...
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10142 gadget-best-practices gadget-inc/skills
Read individual rule files for detailed explanations and code examples: Core Data Modeling - [references/models.md](https://github.com/gadget-inc/skills/blob/main/skills/gadget/gadget-best-practices/references/models.md) - Data model design patterns and naming conventions - [references/fields.md](https://github.com/gadget-inc/skills/blob/main/skills/gadget/gadget-best-practices/references/fields.md) - Field types, validations, and configuration - [references/relationships.md](https://github...
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10143 axiom-foundation-models charleswiltgen/axiom
Foundation Models — On-Device AI for Apple Platforms When to Use This Skill Use when: Implementing on-device AI features with Foundation Models Adding text summarization, classification, or extraction capabilities Creating structured output from LLM responses Building tool-calling patterns for external data integration Streaming generated content for better UX Debugging Foundation Models issues (context overflow, slow generation, wrong output) Deciding between Foundation Models vs server LLMs ...
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10144 upstash-vector-db-skills gocallum/nextjs16-agent-skills
Links Docs: https://upstash.com/docs/vector Getting Started: https://upstash.com/docs/vector/overall/getstarted Semantic Search Tutorial: https://upstash.com/docs/vector/tutorials/semantic_search Namespaces: https://upstash.com/docs/vector/features/namespaces Embedding Models: https://upstash.com/docs/vector/features/embeddingmodels MixBread AI: https://www.mixbread.ai/ (preferred embedding provider) Quick Setup 1. Create Vector Index (Upstash Console) Go to Upstash Console Create Vector Index: ...
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10145 create-skill hairyf/skills
Create Skill Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, and tool integrations. About Skills Skills are modular, self-contained packages that extend agent capabilities by providing specialized knowledge, workflows, and tools. Think of them as "onboarding guides" for specific domains or tasks. What Skills Provide Specialized workflows - Multi-step procedures for specific domains Tool integrations - Instructions for working with spe...
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10146 axiom-swiftui-layout-ref charleswiltgen/axiom
SwiftUI Layout API Reference Comprehensive API reference for SwiftUI adaptive layout tools. For decision guidance and anti-patterns, see the axiom-swiftui-layout skill. Overview This reference covers all SwiftUI layout APIs for building adaptive interfaces: ViewThatFits — Automatic variant selection (iOS 16+) AnyLayout — Type-erased animated layout switching (iOS 16+) Layout Protocol — Custom layout algorithms (iOS 16+) onGeometryChange — Efficient geometry reading (iOS 16+ backported) Geome...
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10147 indie-monetization-strategist erichowens/some_claude_skills
Indie Monetization Strategist Turn side projects into sustainable income. Battle-tested strategies for indie developers and solopreneurs. Quick Start Build audience first - Email list is your foundation Start with validation - If people won't use it free, they won't pay Stack revenue streams - Multiple small wins beats one moonshot Price on value, not cost - Premium pricing attracts premium customers Play the long game - Most "overnight" successes took 3-5 years When to Use Use for: Choosing...
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10148 liquid-glass casper-studios/casper-marketplace
Liquid Glass Design Build native macOS/iOS applications with Apple's Liquid Glass design and HIG. Core Rules Three-Layer Model ┌─────────────────────────────────────────┐ │ GLASS LAYER (Navigation/Controls) │ ← Glass here ONLY ├─────────────────────────────────────────┤ │ CONTENT LAYER (Your App) │ ← Never glass here └─────────────────────────────────────────┘ Glass is ONLY for navigation floating above content. Never on content itself. Five Principles Content First - Glas...
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10149 axiom-liquid-glass-ref charleswiltgen/axiom
Liquid Glass Adoption — Reference Guide When to Use This Skill Use when: Planning comprehensive Liquid Glass adoption across your entire app Auditing existing interfaces for Liquid Glass compatibility Implementing app icon updates with Icon Composer Understanding platform-specific Liquid Glass behavior (iOS, iPadOS, macOS, tvOS, watchOS) Migrating from previous materials (blur effects, custom translucency) Ensuring accessibility compliance with Liquid Glass interfaces Reviewing search, navigat...
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10150 tooluniverse-structural-variant-analysis mims-harvard/tooluniverse
Structural Variant Analysis Workflow Systematic analysis of structural variants (deletions, duplications, inversions, translocations, complex rearrangements) for clinical genomics interpretation using ACMG-adapted criteria. KEY PRINCIPLES : Report-first approach - Create SV_analysis_report.md FIRST, then populate progressively ACMG-style classification - Pathogenic/Likely Pathogenic/VUS/Likely Benign/Benign with explicit evidence Evidence grading - Grade all findings by confidence level (High/Mo...
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