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总 Skills
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# Skill 仓库 描述 安装量
16451 context-manager 404kidwiz/claude-supercode-skills
Use this skill when Working on context manager tasks or workflows Needing guidance, best practices, or checklists for context manager Do not use this skill when The task is unrelated to context manager You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You ar...
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16452 qa-regression skillcreatorai/ai-agent-skills
QA Regression Testing Build and run automated regression tests using Playwright. Each test is a reusable skill that can be composed into full test suites. Setup npm init -y npm install playwright @playwright/test npx playwright install Test Structure Create tests in tests/ folder: tests/ ├── auth/ │ ├── login.spec.ts │ └── logout.spec.ts ├── dashboard/ │ └── load.spec.ts ├── users/ │ ├── create.spec.ts │ └── delete.spec.ts └── regression.spec.ts Full suite Common Test Skills Login T...
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16453 flipside flipsidecrypto/flipside-tools
Flipside CLI Query blockchain data, create AI agents, and build automated data pipelines. First Steps Always start by checking what's available in the user's organization: 1. Verify authentication and see the current org flipside whoami 2. List available agents (names vary by org) flipside agents list 3. List available skills flipside skills list Agent and skill names are organization-specific. Always run flipside agents list to discover what agents are available before trying to use ...
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16454 skill-create skillscatalog/registry
Instructions Use this skill to create new Agent Skills from templates. It generates a properly structured skill directory with a valid SKILL.md file and optional scripts/assets folders. When to Use Starting a new skill from scratch Ensuring proper skill structure and naming Quickly prototyping new skill ideas Teaching others how to structure skills How to Use Create a new skill with a name: Create a new skill called "pdf-tools" Create a skill with a specific template: Create a new skill called "...
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16455 alicloud-media-ice cinience/alicloud-skills
Category: service Intelligent Cloud Editing (ICE) Validation mkdir -p output/alicloud-media-ice python -m py_compile skills/media/ice/alicloud-media-ice/scripts/list_openapi_meta_apis.py echo "py_compile_ok" > output/alicloud-media-ice/validate.txt Pass criteria: command exits 0 and output/alicloud-media-ice/validate.txt is generated. Output And Evidence Save API inventory and operation evidence under output/alicloud-media-ice/ . Keep region, workflow IDs, job IDs, and request parameters in evid...
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16456 uniapp-uview teachingai/full-stack-skills
Use this skill whenever the user wants to: - Integrate uView UI into UniApp projects - Configure UniApp projects to work with uView UI (pages.json, manifest.json, easycom) - Handle platform-specific behaviors when using uView in UniApp (H5, mini-program, App, nvue) - Use UniApp features (navigation, APIs, lifecycle) with uView components - Build cross-platform UniApp applications with uView UI components - Configure easycom for automatic uView component import in UniApp - Handle navigatio...
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16457 axiom-metal-migration-ref charleswiltgen/axiom
Metal Migration Reference Complete reference for converting OpenGL/DirectX code to Metal. When to Use This Reference Use this reference when: Converting GLSL shaders to Metal Shading Language (MSL) Converting HLSL shaders to MSL Looking up GL/D3D API equivalents in Metal Setting up MTKView or CAMetalLayer Building render pipelines Using Metal Shader Converter for DirectX Part 1: GLSL to MSL Conversion Type Mappings GLSL MSL Notes void void bool bool int int 32-bit signed uint uint 32-bit u...
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16458 react-flow-code-review existential-birds/beagle
React Flow Code Review Critical Anti-Patterns 1. Defining nodeTypes/edgeTypes Inside Components Problem: Causes all nodes to re-mount on every render. // BAD - recreates object every render function Flow() { const nodeTypes = { custom: CustomNode }; // WRONG return <ReactFlow nodeTypes={nodeTypes} />; } // GOOD - defined outside component const nodeTypes = { custom: CustomNode }; function Flow() { return <ReactFlow nodeTypes={nodeTypes} />; } // GOOD - useMemo if dynamic function Flow...
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16459 audit-ui mblode/agent-skills
No SKILL.md available for this skill. View on GitHub
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16460 analytics-expert shipshitdev/library
Content Analytics Expert Overview This skill enables Claude to analyze content analytics data, generate comprehensive reports, identify performance trends, calculate ROI and revenue attribution, and provide actionable insights for content optimization. When to Use This Skill This skill activates automatically when users: Ask analytics questions or request performance reports Need help analyzing content performance data Want ROI calculations or revenue attribution analysis Request trend ident...
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16461 pydantic-ai-agent-creation existential-birds/beagle
Creating PydanticAI Agents Quick Start from pydantic_ai import Agent Minimal agent (text output) agent = Agent('openai:gpt-4o') result = agent.run_sync('Hello!') print(result.output) str Model Selection Model strings follow provider:model-name format: OpenAI agent = Agent('openai:gpt-4o') agent = Agent('openai:gpt-4o-mini') Anthropic agent = Agent('anthropic:claude-sonnet-4-5') agent = Agent('anthropic:claude-haiku-4-5') Google agent = Agent('google-gla:gemini-2.0-flash') agent = Age...
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16462 axiom-storage-management-ref charleswiltgen/axiom
iOS Storage Management Reference Purpose: Comprehensive reference for storage pressure, purging policies, disk space, and URL resource values Availability: iOS 5.0+ (basic), iOS 11.0+ (modern capacity APIs) Context: Answer to "Does iOS provide any way to mark files as 'purge as last resort'?" When to Use This Skill Use this skill when you need to: Understand iOS file purging behavior Check available disk space correctly Set purge priorities for cached files Exclude files from backup Monitor ...
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16463 dead-code-removal 89jobrien/steve
Dead Code Removal This skill safely identifies and removes unused code across multiple programming languages. It includes comprehensive safety checks to prevent removing code that's actually needed. When to Use This Skill After refactoring code and removing features Before production deployment to reduce bundle size When cleaning up legacy code When removing deprecated functionality When optimizing codebase size When maintaining code quality standards What This Skill Does Language Detection: I...
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16464 design-thinking melodic-software/claude-code-plugins
Design Thinking When to Use This Skill Use this skill when: Design Thinking tasks - Working on design thinking methodology for human-centered innovation. covers the 5-phase ideo/stanford d.school approach (empathize, define, ideate, prototype, test) with workshop facilitation and exercise templates Planning or design - Need guidance on Design Thinking approaches Best practices - Want to follow established patterns and standards Overview A human-centered approach to innovation that integrates the...
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16465 timescaledb 2025emma/vibe-coding-cn
Timescaledb Skill Comprehensive assistance with timescaledb development, generated from official documentation. When to Use This Skill This skill should be triggered when: Working with timescaledb Asking about timescaledb features or APIs Implementing timescaledb solutions Debugging timescaledb code Learning timescaledb best practices Quick Reference Common Patterns Quick reference patterns will be added as you use the skill. Example Code Patterns Example 1 (bash): rails new my_app -d=po...
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16466 aetherviz-master andyhuo520/aetherviz-master
AetherViz Master —— 互动教育可视化建筑师 版本 : 5.0 (SVG + Three.js 融合版) 创建日期 : 2026-02-22 核心使命 : 把用户输入的任意教学主题瞬间转化为沉浸式3D交互教学网页 核心配色方案 (Professional Teal-Cyan Theme) 主色调系统 /* 核心渐变 - 从青绿到天蓝 */ --primary-gradient : linear-gradient ( 135 deg , 14B8A6 0 % , 06B6D4 50 % , 22D3EE 100 % ) ; --primary-gradient-light : linear-gradient ( 135 deg , 2DD4BF 0 % , 5EEAD4 50 % , 67E8F9 100 % ) ; --primary-gradient-dark : linear-gradient ( 135 deg , 0D9488 0 % , 0891B2 50 % , 0EA5E9 100 % ) ; /* 背景渐变 - 深海科技感 */ --bg-gradien...
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16467 weather-skill mateeb11/weather-forecast
Weather Skill Provides current weather and forecasts for any location using two free APIs: Nominatim (OpenStreetMap) for geocoding locations → scripts/geocode.py Open-Meteo for weather data → scripts/fetch_weather.py Workflow Understand the user's request. Extract the location, time range, and whether they're planning travel. See examples below. Geocode the location by running scripts/geocode.py "<location>" . It returns JSON with display_name , lat , lon , and an ambiguous flag. If ambiguous, a...
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16468 microsoft-extensions-configuration aaronontheweb/dotnet-skills
Microsoft.Extensions Configuration Patterns When to Use This Skill Use this skill when: Binding configuration from appsettings.json to strongly-typed classes Validating configuration at application startup (fail fast) Implementing complex validation logic for settings Designing configuration classes that are testable and maintainable Understanding IOptions, IOptionsSnapshot, and IOptionsMonitor Why Configuration Validation Matters The Problem: Applications often fail at runtime due to misconfigu...
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16469 sqlalchemy-postgres cfircoo/claude-code-toolkit
<essential_principles> SQLAlchemy 2.0 + Pydantic + PostgreSQL Best Practices This skill provides expert guidance for building production-ready database layers. Stack SQLAlchemy 2.0 with async support (asyncpg driver) Pydantic v2 for validation and serialization Alembic for migrations PostgreSQL only Core Principles 1. Separation of Concerns models/ SQLAlchemy ORM models (database layer) schemas/ Pydantic schemas (API layer) repositories/ Data access patterns services/ Bus...
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16470 memory-protocol jwilger/agent-skills
Memory Protocol Value: Feedback -- accumulated knowledge creates compound feedback loops across sessions. What you learn today should accelerate tomorrow's work. Purpose Teaches the agent to systematically store and recall project knowledge across sessions using a knowledge graph (Memento MCP) when available, with a file-based fallback for harnesses without MCP support. Your long-term memory (training data) and short-term memory (context window) are excellent, but mid-term memory for project-spe...
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16471 axiom-photo-library-ref charleswiltgen/axiom
Photo Library API Reference Quick Reference // SWIFTUI PHOTO PICKER (iOS 16+) import PhotosUI @State private var item: PhotosPickerItem? PhotosPicker(selection: $item, matching: .images) { Text("Select Photo") } .onChange(of: item) { _, newItem in Task { if let data = try? await newItem?.loadTransferable(type: Data.self) { // Use image data } } } // UIKIT PHOTO PICKER (iOS 14+) var config = PHPickerConfiguration() config.selectionLimit = 1 config.filter...
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16472 axiom-assume-isolated charleswiltgen/axiom
assumeIsolated — Synchronous Actor Access Synchronously access actor-isolated state when you know you're already on the correct isolation domain. When to Use ✅ Use when: Testing MainActor code synchronously (avoiding Task overhead) Legacy delegate callbacks documented to run on main thread Performance-critical code avoiding async hop overhead Protocol conformances where callbacks are guaranteed on specific actor ❌ Don't use when: Uncertain about current isolation (use await instead) Alread...
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16473 change-management anthropics/knowledge-work-plugins
No SKILL.md available for this skill. View on GitHub
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16474 tooluniverse-precision-medicine-stratification mims-harvard/tooluniverse
Precision Medicine Patient Stratification Transform patient genomic and clinical profiles into actionable risk stratification, treatment recommendations, and personalized therapeutic strategies. KEY PRINCIPLES : Report-first - Create report file FIRST, then populate progressively Disease-specific logic - Cancer vs metabolic vs rare disease pipelines diverge at Phase 3 Multi-level integration - Germline + somatic + expression + clinical data layers Evidence-graded - Every finding has an evidence ...
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16475 axiom-realm-migration-ref charleswiltgen/axiom
Realm to SwiftData Migration — Reference Guide Purpose: Complete migration path from Realm to SwiftData Swift Version: Swift 5.9+ (Swift 6 with strict concurrency recommended) iOS Version: iOS 17+ (iOS 26+ recommended) Context: Realm Device Sync sunset Sept 30, 2025. This guide is essential for Realm users migrating before deadline. Critical Timeline Realm Device Sync DEPRECATION DEADLINE = September 30, 2025 If your app uses Realm Sync: ⚠️ You MUST migrate by September 30, 2025 ✅ SwiftData...
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16476 inngest davila7/claude-code-templates
Inngest Integration You are an Inngest expert who builds reliable background processing without managing infrastructure. You understand that serverless doesn't mean you can't have durable, long-running workflows - it means you don't manage the workers. You've built AI pipelines that take minutes, onboarding flows that span days, and event-driven systems that process millions of events. You know that the magic of Inngest is in its steps - each one a checkpoint that survives failures. Your core...
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16477 overseer-plan dmmulroy/overseer
Converting Markdown Documents to Overseer Tasks Use /overseer-plan to convert any markdown planning document into trackable Overseer tasks. When to Use After completing a plan in plan mode Converting specs/design docs to implementation tasks Creating tasks from roadmap or milestone documents Usage /overseer-plan <markdown-file-path> /overseer-plan <file> --priority 3 Set priority (1-5) /overseer-plan <file> --parent <task-id> Create as child of existing task What It Does Reads...
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16478 tooluniverse-drug-target-validation mims-harvard/tooluniverse
Drug Target Validation Pipeline Validate drug target hypotheses using multi-dimensional computational evidence before committing to wet-lab work. Produces a quantitative Target Validation Score (0-100) with priority tier classification and GO/NO-GO recommendation. Key Principles Report-first - Create report file FIRST, then populate progressively Target disambiguation FIRST - Resolve all identifiers before analysis Evidence grading - Grade all evidence as T1 (experimental) to T4 (computational) ...
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16479 axiom-now-playing charleswiltgen/axiom
Now Playing Integration Guide Purpose: Prevent the 4 most common Now Playing issues on iOS 18+: info not appearing, commands not working, artwork problems, and state sync issues Swift Version: Swift 6.0+ iOS Version: iOS 18+ Xcode: Xcode 16+ Core Philosophy "Now Playing eligibility requires THREE things working together: AVAudioSession activation, remote command handlers, and metadata publishing. Missing ANY of these silently breaks the entire system. 90% of Now Playing issues stem from inco...
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16480 tooluniverse-adverse-event-detection mims-harvard/tooluniverse
Adverse Drug Event Signal Detection & Analysis Automated pipeline for detecting, quantifying, and contextualizing adverse drug event signals using FAERS disproportionality analysis, FDA label mining, mechanism-based prediction, and literature evidence. Produces a quantitative Safety Signal Score (0-100) for regulatory and clinical decision-making. KEY PRINCIPLES : Signal quantification first - Every adverse event must have PRR/ROR/IC with confidence intervals Serious events priority - Deaths, ho...
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16481 akshare arcaneorion/alice-single
AkShare - Chinese Financial Data Overview AkShare is a free, open-source Python library for accessing Chinese financial market data. This skill provides guidance for fetching data from Chinese exchanges including Shanghai Stock Exchange, Shenzhen Stock Exchange, Hong Kong Exchange, and more. Quick Start Install AkShare: pip install akshare Basic stock quote: import akshare as ak df = ak . stock_zh_a_spot_em ( ) Real-time A-share data Stock Data A-Shares (A股) Real-time quotes: All A-shares real...
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16482 pencil-ui-design allenai2014/pencil-ui-design
Pencil MCP 工业级 UI 设计 Skills 本 Skills 提供了一套工业级标准的 UI 设计规范，用于 Pencil MCP 设计工作。 快速开始 1. 初始化设计系统变量 在开始设计前，先设置设计系统变量： mcp_pencil_set_variables ( { filePath : "<your-file.pen>" , variables : { // 参考 design-tokens.json 中的完整变量定义 } } ) 2. 创建可复用组件 使用 reusable: true 创建组件，通过 ref 复用： // 创建组件 buttonPrimary = I ( document , { type : "frame" , reusable : true , name : "Button/Primary" , ... } ) // 使用组件 btn1 = I ( someParent , { type : "ref" , ref : "buttonPrimary" } ) 设计系统规范 颜色系统 (Color Tokens) 变量名 Light Mode D...
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16483 axiom-now-playing-musickit charleswiltgen/axiom
MusicKit Integration (Apple Music) Time cost: 5-10 minutes Key Insight MusicKit's ApplicationMusicPlayer automatically publishes to MPNowPlayingInfoCenter. You don't need to manually update Now Playing info when playing Apple Music content. What's Automatic When using ApplicationMusicPlayer: Track title, artist, album Artwork (Apple's album art) Duration and elapsed time Playback rate (playing/paused state) The system handles all MPNowPlayingInfoCenter updates for you. What's NOT Automat...
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16484 axiom-objc-block-retain-cycles charleswiltgen/axiom
Objective-C Block Retain Cycles Overview Block retain cycles are the 1 cause of Objective-C memory leaks. When a block captures self and is stored on that same object (directly or indirectly through an operation/request), you create a circular reference: self → block → self. Core principle 90% of block memory leaks stem from missing or incorrectly applied weak-strong patterns, not genuine Apple framework bugs. Red Flags — Suspect Block Retain Cycle If you see ANY of these, suspect a block ret...
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16485 tanstack-table secondsky/claude-skills
Overview TanStack Table is a headless UI library for building data tables and datagrids. It provides logic for sorting, filtering, pagination, grouping, expanding, column pinning/ordering/visibility/resizing, and row selection - without rendering any markup or styles. Package: @tanstack/react-table Utilities: @tanstack/match-sorter-utils (fuzzy filtering) Current Version: v8 Installation npm install @tanstack/react-table Core Architecture Building Blocks Column Definitions - describe columns (da...
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16486 axiom-metal-migration-diag charleswiltgen/axiom
Metal Migration Diagnostics Systematic diagnosis for common Metal porting issues. When to Use This Diagnostic Skill Use this skill when: Screen is black after porting to Metal Shaders fail to compile in Metal Colors or coordinates are wrong Performance is worse than the original Rendering artifacts appear App crashes during GPU work Mandatory First Step: Enable Metal Validation Time cost: 30 seconds setup vs hours of blind debugging Before ANY debugging, enable Metal validation: Xcode → E...
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16487 polymarket-trading niller2005/polyflup
Terminology & Concepts Exit Plan: Automated limit sell at $0.99 placed as soon as position opens. Hedged Reversal: Holding both UP and DOWN positions simultaneously when trend flips. Midpoint Stop Loss: Market sell triggered by midpoint price dropping to/below $0.30. Scale-In: Adding capital to winning positions via Market Orders (FAK). Underdog: Side trading below $0.50. Requires >40% confidence for entry. Tick Size: Minimum price increment allowed for a market (e.g., 0.01 or 0.001). Strategy N...
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16488 protein interaction network analysis mims-harvard/tooluniverse
Protein Interaction Network Analysis Comprehensive protein interaction network analysis using ToolUniverse tools. Analyzes protein networks through a 4-phase workflow: identifier mapping, network retrieval, enrichment analysis, and optional structural data. Features ✅ Identifier Mapping - Convert protein names to database IDs (STRING, UniProt, Ensembl) ✅ Network Retrieval - Get interaction networks with confidence scores (0-1.0) ✅ Functional Enrichment - GO terms, KEGG pathways, Reactome pathway...
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16489 fal-platform fal-ai-community/skills
fal.ai Platform Platform APIs for model management, pricing, usage tracking, and cost estimation. Scripts Script Purpose setup.sh Setup FAL_KEY and configuration pricing.sh Get model pricing information usage.sh Check usage and billing estimate-cost.sh Estimate costs for operations requests.sh List and manage requests Setup & Configuration Add FAL_KEY Interactive setup bash /mnt/skills/user/fal-platform/scripts/setup.sh --add-fal-key Set key directly bash /mnt/skills/user/fal-platform/scripts/...
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16490 app-store rshankras/claude-code-apple-skills
App Store Optimization Skills Skills for optimizing your app's App Store presence, from compelling descriptions to keyword strategy. When This Skill Activates Use this skill when the user: Needs to write App Store description or promotional text Wants to plan screenshot sequence and captions Asks about ASO (App Store Optimization) or keywords Needs help responding to App Store reviews Wants to improve app discoverability Available Skills app-description-writer/ Generate compelling App Store...
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16491 rust-expert-best-practices-code-review wispbit-ai/skills
Rust Expert Best Practices Simple, pragmatic, opinionated. Only what matters for writing production-grade Rust code. When to Apply Reference these guidelines when: Writing Rust code (structs, functions, enums, traits) Implementing error handling and Result types Reviewing Rust code for safety or performance issues Refactoring existing Rust codebases Designing APIs and public interfaces Optimizing Rust code for performance or clarity Rule Categories by Priority Priority Category Impact Prefix 1 T...
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16492 ln-001-standards-researcher levnikolaevich/claude-code-skills
This skill researches industry standards and architectural patterns using MCP Ref to generate Standards Research for Story Technical Notes. When to Use This Skill This skill should be used when: - Need to research standards and patterns BEFORE Story generation (ensures tasks follow industry best practices) - Epic Technical Notes mention specific standards requiring documentation (OAuth, OpenAPI, WebSocket) - Prevent situations where tasks use outdated patterns or violate RFC compliance - ...
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16493 og-image stevysmith/og-image-skill
This skill creates professional Open Graph images for social media sharing. It analyzes the existing codebase to match the project's design system, generates a dedicated OG image page, screenshots it, and configures all necessary meta tags. Workflow Phase 1: Codebase Analysis Explore the project to understand: Framework Detection Check package.json for Next.js, Vite, Astro, Remix, etc. Identify the routing pattern (file-based, config-based) Find where to create the /og-image route Design Sy...
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16494 tooluniverse-spatial-omics-analysis mims-harvard/tooluniverse
Spatial Multi-Omics Analysis Pipeline Comprehensive biological interpretation of spatial omics data. Transforms spatially variable genes (SVGs), domain annotations, and tissue context into actionable biological insights. KEY PRINCIPLES : Report-first approach - Create report file FIRST, then populate progressively Domain-by-domain analysis - Characterize each spatial region independently before comparison Gene-list-centric - Analyze user-provided SVGs and marker genes with ToolUniverse databases...
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16495 brand-architect shipshitdev/library
Brand Architect - Day-One Brand Strategy Overview Help indie founders build brands that scale using Hexa's "Branding from Day One" methodology. Execute strategic brand development by guiding users through naming, positioning, voice, and visual identity foundations. Hexa's Core Principle: "The name of your business should reflect not only your initial point of entry in the market but also where you aim to be in the future." When This Activates "What should I name it" Brand name questions Brand...
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16496 product manager aj-geddes/claude-code-bmad-skills
Product Manager Skill Role: Phase 2 - Planning and requirements specialist Function: Create comprehensive requirements documents (PRDs), define functional and non-functional requirements, prioritize features, break down work into epics and user stories, and create lightweight technical specifications for smaller projects. When to Use This Skill Use this skill when you need to: Create Product Requirements Documents (PRDs) for Level 2+ projects Create Technical Specifications for Level 0-1 project...
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16497 landing-page-designer eddiebe147/claude-settings
No SKILL.md available for this skill. View on GitHub
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16498 secondme-nextjs mindverse/second-me-skills
SecondMe Next.js 项目生成 基于 /secondme-init 的配置和 /secondme-prd 的需求定义，生成完整的 Next.js 项目。 前置条件检查 1. 检查 state.json 首先检查 .secondme/state.json 是否存在： 不存在 → 提示： 请先运行 /secondme-init 初始化项目配置 存在 → 继续 2. 检查执行模式 检查参数是否包含 --quick ： 快速模式 (--quick) ： 跳过 stage 检查 使用默认 PRD 配置 直接开始生成项目 标准模式 ： 检查 stage >= "prd" 如果 stage == "init" → 提示： 请先运行 /secondme-prd 定义需求，或使用 /secondme-nextjs --quick 快速生成 如果 stage >= "prd" → 继续 读取配置 从 .secondme/state.json 读取： const state = { app_name : "secondme-tinder" , // 应用名称 modules : [ "auth"...
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16499 avalonia-layout-zafiro davila7/claude-code-templates
Avalonia Layout with Zafiro.Avalonia Master modern, clean, and maintainable Avalonia UI layouts. Focus on semantic containers, shared styles, and minimal XAML. 🎯 Selective Reading Rule Read ONLY files relevant to the layout challenge! 📑 Content Map File Description When to Read themes.md Theme organization and shared styles Setting up or refining app themes containers.md Semantic containers ( HeaderedContainer , EdgePanel , Card ) Structuring views and layouts icons.md Icon usage with IconExtens...
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16500 extract-transcripts 0xbigboss/claude-code
Extract Transcripts Extracts readable markdown transcripts from Claude Code and Codex CLI session JSONL files. Scripts Claude Code Sessions Extract a single session uv run ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl> With tool calls and thinking blocks uv run ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl> --include-tools --include-thinking Extract all sessions from a directory uv run ~/.claude/skills/extract-transcripts/extract_tra...
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