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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 21801 | pptx | guanyang/antigravity-skills |
PPTX Skill Quick Reference Task Guide Read/analyze content python -m markitdown presentation.pptx Edit or create from template Read editing.md Create from scratch Read pptxgenjs.md Reading Content Text extraction python -m markitdown presentation.pptx Visual overview python scripts/thumbnail.py presentation.pptx Raw XML python scripts/office/unpack.py presentation.pptx unpacked/ Editing Workflow Read editing.md for full details. Analyze template with thumbnail.py Unpack → manipulate slides → ...
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| 21802 | video-production | travisjneuman/.claude |
Remotion Video Production Programmable video production skill using Remotion. Generate automated videos from text instructions and produce consistent, brand-aligned videos at scale. When to use this skill Automated video generation : Generate videos from text instructions Brand video production : High-volume videos with consistent style Programmable content : Combine narration, visuals, and animation Marketing content : Product intros, onboarding, promo videos Instructions Step 1: Define the Vid...
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| 21803 | prowler-test-api | prowler-cloud/prowler |
Critical Rules ALWAYS use response.json()["data"] not response.data ALWAYS use content_type = "application/vnd.api+json" for PATCH/PUT requests ALWAYS use format="vnd.api+json" for POST requests ALWAYS test cross-tenant isolation - RLS returns 404, NOT 403 NEVER skip RLS isolation tests when adding new endpoints NEVER use realistic-looking API keys in tests (TruffleHog will flag them) ALWAYS mock BOTH .delay() AND Task.objects.get for async task tests 1. Fixture Dependency Chain create_test_user...
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| 21804 | test generator | eddiebe147/claude-settings |
Test Generator Generate comprehensive test suites that catch bugs before production. From unit tests to E2E scenarios, create tests that give you confidence to ship. Core Workflows Workflow 1: Unit Test Generation Analyze Code - Understand function inputs/outputs Happy Path - Test expected behavior Edge Cases - Test boundary conditions Error Cases - Test failure scenarios Mocking - Create mocks for dependencies Workflow 2: E2E Test Generation User Flows - Identify critical paths Test Scenarios -...
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| 21805 | squads | sendaifun/skills |
Squads Protocol Development Guide Squads Protocol is Solana's premier smart account infrastructure, securing over $10 billion in digital assets. This guide covers all three main products: Squads V4 Multisig, Smart Account Program, and Grid. Overview Squads Protocol provides: Squads V4 Multisig - Multi-signature wallet for teams with proposals, voting, time locks, spending limits, and program upgrade management Smart Account Program - Account abstraction infrastructure with session keys, passkeys...
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| 21806 | config-scan | jwynia/agent-skills |
Config Scan Security review of configuration files and infrastructure as code. Quick Start /config-scan Scan all config files /config-scan --docker Docker files only /config-scan --k8s Kubernetes manifests /config-scan --terraform Terraform files /config-scan --env Environment files What This Skill Detects Environment Files Secrets in .env files Insecure default values Missing required security variables Docker Security...
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| 21807 | athena | boshu2/agentops |
Athena — Active Knowledge Intelligence Run the Mine → Grow → Defrag cycle to keep the knowledge flywheel healthy. What This Skill Does The flywheel captures learnings reactively (via /retro , /post-mortem ). Athena closes the loop by actively mining for unextracted signal, validating existing learnings against current code, synthesizing cross-domain insights, and cleaning up stale or duplicate artifacts. When to use: Before an evolve cycle, after a burst of development, or weekly. Athena is non-...
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| 21808 | curl-command-generator | patricio0312rev/skills |
cURL Command Generator Generate ready-to-run cURL commands for quick API testing from the command line. Core Workflow Scan routes: Find all API route definitions Extract metadata: Methods, paths, params, bodies Generate commands: Create cURL commands with flags Add authentication: Bearer, Basic, API Key headers Include examples: Request bodies with sample data Output options: Markdown, shell script, or plain text Basic cURL Syntax GET request curl -X GET "http://localhost:3000/api/users" PO...
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| 21809 | react-composition | s-hiraoku/synapse-a2a |
React Composition Build flexible component APIs through composition instead of configuration. Core Principle Composition over configuration. When a component needs a new behavior, the answer is almost never "add a boolean prop." Instead, compose smaller pieces together. // BAD: Boolean prop explosion < Modal hasHeader hasFooter hasCloseButton isFullScreen isDismissable hasOverlay centerContent /> // GOOD: Compose what you need < Modal > < Modal.Header > < Modal.Title > Settings </ Modal.Title > ...
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| 21810 | domain-analysis | tech-leads-club/agent-skills |
Subdomain Identification & Bounded Context Analysis This skill analyzes codebases to identify subdomains (Core, Supporting, Generic) and suggest bounded contexts following Domain-Driven Design Strategic Design principles. When to Use Apply this skill when: Analyzing domain boundaries in any codebase Identifying Core, Supporting, and Generic subdomains Mapping bounded contexts from problem space to solution space Assessing domain cohesion and detecting coupling issues Planning domain-driven refac...
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| 21811 | video-to-gif | dkyazzentwatwa/chatgpt-skills |
Skill: Video to GIF Convert a video file into multiple GIF variants with different parameters, so the user can visually compare and pick the best one. Prerequisite : FFmpeg and uv must be installed. gifsicle is optional (enables lossy compression variants). When to Use The user wants to create a GIF from a video clip but isn't sure about the right parameters. GIF quality involves tradeoffs between: File size — smaller is better for sharing/embedding Color accuracy — fewer colors = smaller but ma...
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| 21812 | git-workflow | netresearch/git-workflow-skill |
Git Workflow When to use this skill Creating meaningful commit messages Managing branches Merging code Resolving conflicts Collaborating with team Git best practices Instructions Step 1: Branch management Create feature branch : Create and switch to new branch git checkout -b feature/feature-name Or create from specific commit git checkout -b feature/feature-name < commit-hash > Naming conventions : feature/description : New features bugfix/description : Bug fixes hotfix/description : Urgent f...
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| 21813 | ansible-roles | thebushidocollective/han |
Ansible Roles Structure and reuse automation code with Ansible roles for modular, maintainable infrastructure. Role Directory Structure A well-organized Ansible role follows a standardized directory structure: roles/ └── webserver/ ├── README.md ├── defaults/ │ └── main.yml ├── files/ │ ├── nginx.conf │ └── ssl/ │ ├── cert.pem │ └── key.pem ├── handlers/ │ └── main.yml ├── meta/ │ └── main.yml ├── tasks/ │ ├── ma...
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| 21814 | deal-hunt | tavily-ai/tavily-plugins |
Deal Hunt Search for deals on any product. Returns raw Tavily search results - Claude analyzes them to find the best prices. Prerequisites Tavily API Key Required - Get your key at https://tavily.com Add to ~/.claude/settings.json: { "env": { "TAVILY_API_KEY": "tvly-your-api-key-here" } } Usage Search entire web (default - no domain filter) python scripts/deal_hunt.py "Dyson V15" Multi-query search (max 3, runs in parallel, deduplicates results) python scripts/deal_hunt.py "AirP...
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| 21815 | bria-ai | bria-ai/bria-skill |
Bria — Controllable Image Generation & Editing Generate and precisely control visual assets using Bria's commercially-safe AI models (FIBO, RMBG-2.0, GenFill, and more). Unlike black-box generators, Bria gives you fine-grained control: edit by text instruction, mask specific regions, add/replace/remove individual objects, change lighting or season independently, and chain operations in pipelines. Setup — API Key Check Before making any Bria API call, check for the API key and help the user set i...
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| 21816 | excel-formula-generator | jeremylongshore/claude-code-plugins-plus-skills |
This skill provides automated assistance for excel formula generator tasks within the Business Automation domain. When to Use This skill activates automatically when you: - Mention "excel formula generator" in your request - Ask about excel formula generator patterns or best practices - Need help with business automation skills covering workflow automation, email processing, spreadsheet operations, and business process optimization. Capabilities - Provides step-by-step guidance for exce...
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| 21817 | track-management | oimiragieo/agent-studio |
Track Management Guide for creating, managing, and completing Conductor tracks - the logical work units that organize features, bugs, and refactors through specification, planning, and implementation phases. When to Use This Skill Creating new feature, bug, or refactor tracks Writing or reviewing spec.md files Creating or updating plan.md files Managing track lifecycle from creation to completion Understanding track status markers and conventions Working with the tracks.md registry Interpretin...
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| 21818 | type-inference | biomejs/biome |
Purpose Use this skill when working with Biome's type inference system and module graph. Covers type references, resolution phases, and the architecture designed for IDE performance. Prerequisites Read crates/biome_js_type_info/CONTRIBUTING.md for architecture details Understand Biome's focus on IDE support and instant updates Familiarity with TypeScript type system concepts Key Concepts Module Graph Constraint Critical rule : No module may copy or clone data from another module, not even behind...
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| 21819 | canva-branded-presentation | canva-sdks/canva-claude-skills |
Canva Branded Presentation Creator Create professional, on-brand presentations in Canva from user-provided outlines or briefs. Workflow Get the content source If the user provides text directly, use that as the outline/brief If the user provides a Canva design link (e.g., https://www.canva.com/design/DAG.../... ), extract the design ID from the URL and use Canva:start-editing-transaction to read its contents If the user references a Canva doc by name, use Canva:search-designs to find it, then Ca...
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| 21820 | a11y-ally | proffesor-for-testing/agentic-qe |
/a11y-ally - Comprehensive Accessibility Audit <default_to_action> When this skill is invoked with a URL, Claude executes ALL steps automatically without waiting for user prompts between steps. THIS IS AN LLM-POWERED SKILL The value of this skill is Claude's intelligence , not just running automated tools: Automated Tools Do Claude (This Skill) Does Flag "button has no name" Analyze context: icon class, parent element, nearby text → generate "Add to wishlist" Flag "image missing alt" Use Vision ...
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| 21821 | react-email | novuhq/novu |
React Email Build and send HTML emails using React components - a modern, component-based approach to email development that works across all major email clients. Installation You need to scaffold a new React Email project using the create-email CLI. This will create a folder called react-email-starter with sample email templates. Using npm: npx create-email@latest Using yarn: yarn create email Using pnpm: pnpm create email Using bun: bun create email Navigate to Project Directory You must chang...
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| 21822 | x-user-lookup | b-open-io/prompts |
Get user profile information by username or ID. Setup ``` export X_BEARER_TOKEN="your-token" https://developer.x.com/en/portal/dashboard ``` Usage ``` ${CLAUDE_PLUGIN_ROOT}/scripts/lookup.sh <username> ``` Example ``` ${CLAUDE_PLUGIN_ROOT}/scripts/lookup.sh kurtwuckertjr ``` Response Fields - `id` - User ID - `name` - Display name - `username` - Handle (without @) - `description` - Bio - `public_metrics` - Followers, following, tweet count - `verified` - Verification status...
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| 21823 | generic-react-design-system | travisjneuman/.claude |
No SKILL.md available for this skill. View on GitHub
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| 21824 | ads-optimizer | dengineproblem/agents-monorepo |
Ads Optimizer Ты — таргетолог-агент, управляющий рекламой в Facebook Ads Manager через MCP tools. Бизнес-цели: Строго выдерживать общий суточный бюджет аккаунта и бюджеты по направлениям Достигать планового CPL по каждому направлению Шаг 1: Выбор аккаунта КРИТИЧНО: Всегда начинай с выбора аккаунта! Прочитай .claude/ads-agent/config/ad_accounts.md → получи список аккаунтов Выведи приветствие и список: Ads Optimizer Какой аккаунт хотите оптимизировать? | | Аккаунт | Account ID | Статус | |---|--...
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| 21825 | snow-flow-commands | groeimetai/snow-flow |
Snow-Flow provides a powerful CLI for ServiceNow development orchestration. Core Commands Starting Snow-Flow ``` Start interactive TUI snow-flow Start with specific model snow-flow --model claude-sonnet snow-flow --model claude-opus snow-flow --model gpt-4 Resume previous session snow-flow --resume snow-flow --continue ``` System Status ``` Check system status snow-flow status Real-time monitoring snow-flow monitor Version info snow-flow --version ``` SPARC Modes SPARC (Sp...
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| 21826 | workers-multi-lang | secondsky/claude-skills |
Build Cloudflare Workers using Rust, Python, or WebAssembly for performance-critical operations. Language Comparison | Startup | Fast | Fastest (WASM) | Moderate | CPU Perf | Good | Excellent | Good | Memory | Higher | Lower | Higher | Bundle Size | Smaller | Medium | Larger | Type Safety | Optional (TS) | Strict | Optional | Best For | General apps | CPU-intensive | Data/ML Quick Decision ``` Need maximum performance? → Rust/WASM Heavy computation (crypto, ima...
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| 21827 | gliderecord-patterns | groeimetai/snow-flow |
GlideRecord is the primary API for database operations in ServiceNow. Following these patterns ensures efficient and secure queries. Basic Query Patterns Get Single Record by sys_id ``` var gr = new GlideRecord('incident'); if (gr.get('sys_id_here')) { gs.info('Found: ' + gr.getValue('number')); } ``` Get Single Record by Field ``` var gr = new GlideRecord('sys_user'); if (gr.get('user_name', 'admin')) { gs.info('Found user: ' + gr.getValue('name')); } ``` Query Multiple Records ...
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| 21828 | angular-best-practices-tanstack | alfredoperez/angular-best-practices |
Angular TanStack Query Best Practices TanStack Query rules for server state with automatic caching, deduplication, and background refetching. Use with the core angular-best-practices skill for comprehensive Angular coverage. Links Core Skill: angular-best-practices Browse All Skills GitHub Repository When to Apply Fetching data from APIs with injectQuery Performing mutations with cache invalidation Structuring query keys for hierarchical invalidation Rules Rule Impact Description Know When to Us...
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| 21829 | skill-navigator | onewave-ai/claude-skills |
Skill Navigator The 100th skill! Your intelligent guide to all 99 other skills. Recommends the perfect skill for any task, creates skill combinations, and helps you discover capabilities you didn't know you had. Instructions You are the master skill navigator and orchestrator. You have knowledge of all 99 Claude skills in the library. When a user describes what they want to accomplish, you: 1) Identify which skill(s) can help, 2) Explain how to trigger them, 3) Suggest skill combinations for com...
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| 21830 | 3-statements | anthropics/financial-services-plugins |
3-Statement Financial Model Template Completion Complete and populate integrated financial model templates with proper linkages between Income Statement, Balance Sheet, and Cash Flow Statement. Model Structure Identifying Template Tab Organization Templates vary in their tab naming conventions and organization. Before populating, review all tabs to understand the template's structure. Below are common tab names and their typical contents: Common Tab Names Contents to Look For IS, P&L, Income Sta...
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| 21831 | agent workflow builder | eddiebe147/claude-settings |
Agent Workflow Builder The Agent Workflow Builder skill guides you through designing and implementing multi-agent AI systems that can plan, reason, use tools, and collaborate to accomplish complex tasks. Modern AI applications increasingly rely on agentic architectures where LLMs act as reasoning engines that orchestrate actions rather than just generate text. This skill covers agent design patterns, tool integration, state management, error handling, and human-in-the-loop workflows. It helps yo...
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| 21832 | audio-transcribe | agntswrm/agent-media |
Audio Transcriber 使用 WhisperX 进行语音识别,支持多种语言和词级别时间戳对齐。 Prerequisites 需要 Python 3.12(uv 会自动管理)。 Usage When the user wants to transcribe audio/video: $ARGUMENTS Instructions 你是一个语音转文字助手,使用 WhisperX 帮助用户将音频转换为文字。请按以下步骤操作: Step 1: 获取输入文件 如果用户没有提供输入文件路径,询问他们提供一个。 支持的格式: 音频:MP3, WAV, FLAC, M4A, OGG, etc. 视频:MP4, MKV, MOV, AVI, etc.(会自动提取音频) 验证文件存在: ls -la "$INPUT_FILE" Step 2: 询问用户配置 ⚠️ 必须:使用 AskUserQuestion 工具收集用户的偏好。不要跳过这一步。 使用 AskUserQuestion 工具收集以下信息: 模型大小:选择识别模型 选项: "base - 平衡速度和...
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| 21833 | bun cloudflare workers | secondsky/claude-skills |
Build and deploy Cloudflare Workers using Bun for development. Quick Start ``` Create new Workers project bunx create-cloudflare my-worker cd my-worker Install dependencies bun install Development bun run dev Deploy bun run deploy ``` Project Setup package.json ``` { "scripts": { "dev": "wrangler dev", "deploy": "wrangler deploy", "build": "bun build src/index.ts --outdir=dist --target=browser" }, "devDependencies": { "@cloudflare/workers-types": "^4.2025090...
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| 21834 | powershell-security | josiahsiegel/claude-plugin-marketplace |
PowerShell Security Best Practices (2025) Modern security practices for PowerShell scripts and automation, including credential management, SecretManagement module, and hardening techniques. SecretManagement Module (Recommended 2025 Standard) Overview Microsoft.PowerShell.SecretManagement is the official solution for secure credential storage in PowerShell. Why use SecretManagement: Never store plaintext credentials in scripts Cross-platform secret storage Multiple vault provider support In...
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| 21835 | neobrutalist-web-designer | erichowens/some_claude_skills |
Neobrutalist Web Designer Creates modern 2026 web applications with authentic neobrutalist aesthetic. Not recreating brutalist architecture— extrapolating neobrutalism to modern digital contexts : SaaS products, e-commerce, indie creator platforms, and startup MVPs that need to stand out. When to Use Use for: SaaS dashboards that need bold differentiation (Gumroad, Figma style) E-commerce with memorable, raw aesthetic (Tony's Chocolonely style) Indie creator platforms and portfolios Startup land...
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| 21836 | after-effects | aedev-tools/adobe-agent-skills |
After Effects Animation Principles Implement all 12 Disney animation principles using After Effects' powerful animation tools. 1. Squash and Stretch // Expression for automatic squash/stretch s = transform.scale[1]; x = 100 + (100 - s) * 0.5; [x, s] Or manually: Keyframe Scale X and Y inversely When Y compresses, X expands Maintain volume (X * Y ≈ constant) 2. Anticipation Timeline structure: 0-10f: Wind-up (crouch, pull back) 10-12f: Transition 12-30f: Main action 30-40f: Settle Use Eas...
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| 21837 | campaign analyzer | eddiebe147/claude-settings |
Campaign Analyzer Turn marketing data into actionable insights that improve campaign performance. This skill helps you systematically analyze campaigns across channels, identify what's working, diagnose what's not, and make data-driven optimization decisions. Raw metrics don't tell stories - this skill helps you find the narrative in your data. From awareness campaigns to lead generation to e-commerce, learn to measure what matters, benchmark against industry standards, and present findings that...
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| 21838 | instagram strategist | eddiebe147/claude-settings |
Instagram Strategist Create Instagram-specific content strategies for Reels, Stories, feed posts, and growth optimization When to Use This Skill Use this skill when you need to: Create compelling written content Develop clear messaging and communication Structure information effectively Not recommended for: Tasks requiring technical implementation complex data analysis Quick Reference Action Command/Trigger Create instagram strategist instagram strategy Review and optimize review instagram strat...
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| 21839 | deployment-stacks-2025 | josiahsiegel/claude-plugin-marketplace |
Azure Deployment Stacks - 2025 GA Features Complete knowledge base for Azure Deployment Stacks, the successor to Azure Blueprints (GA 2024, best practices 2025). Overview Azure Deployment Stacks is a resource type for managing a collection of Azure resources as a single, atomic unit. It provides unified lifecycle management, resource protection, and automatic cleanup capabilities. Key Features 1. Unified Resource Management Manage multiple resources as a single entity Update, export, and del...
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| 21840 | problem-statement | open-horizon-labs/skills |
Purpose Articulate a problem from the user's perspective using an empathy-driven framework that captures who they are, what they're trying to do, what's blocking them, why, and how it makes them feel. Use this to align stakeholders on the problem before jumping to solutions, and to frame product work around user outcomes rather than feature requests. This is not a requirements doc—it's a human-centered problem narrative that ensures you're solving a problem worth solving. Key Concepts The Proble...
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| 21841 | workflow-skill-designer | catlog22/claude-code-workflow |
Workflow Skill Designer Meta-skill for creating structured workflow skills following the orchestrator + phases pattern. Generates complete skill packages with SKILL.md as coordinator and phases/ folder for execution details. Architecture Overview ┌─────────────────────────────────────────────────────────────────┐ │ Workflow Skill Designer │ │ → Analyze requirements → Design orchestrator → Generate phases │ └───────────────┬──────────────────────────────...
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| 21842 | mobile-offline-support | secondsky/claude-skills |
Mobile Offline Support Overview Design offline-first mobile applications that provide seamless user experience regardless of connectivity. When to Use Building apps that work without internet connection Implementing seamless sync when connectivity returns Handling data conflicts between device and server Reducing server load with intelligent caching Improving app responsiveness with local storage Instructions 1. React Native Offline Storage import AsyncStorage from '@react-native-async-storage...
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| 21843 | typescript-expert | dengineproblem/agents-monorepo |
TypeScript Expert You are an advanced TypeScript expert with deep, practical knowledge of type-level programming, performance optimization, and real-world problem solving based on current best practices. When invoked: If the issue requires ultra-specific expertise, recommend switching and stop: Deep webpack/vite/rollup bundler internals → typescript-build-expert Complex ESM/CJS migration or circular dependency analysis → typescript-module-expert Type performance profiling or compiler internals →...
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| 21844 | bun-install | laurigates/claude-plugins |
/bun:install Install all dependencies from package.json using Bun. Context Package file: `find . -maxdepth 1 -name "package.json" | head -1` Lock file: `find . -maxdepth 1 -name "bun.lock*" -o -name "bun.lockb" | head -1` Execution Check if package.json exists Run installation with appropriate flags: Development (default): bun install CI/Reproducible builds: bun install --frozen-lockfile Production deployment: bun install --production Report installed package count and any warnings Post-install ...
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| 21845 | ship | open-horizon-labs/skills |
Ship Get the branch onto main. Two paths: PR (CI up) or local merge (CI down). Announce: "Using /ship to integrate this branch." Prerequisites On a feature branch (not main). /review (Step 6) passed, or user explicitly approved. Worktree path is known (needed for cleanup). No pending tasks. Run TaskList (Claude Code) or check .branch-context.md checklist (Codex). If any step is still pending or in_progress , that step was skipped — go back and complete it before shipping. If any prerequisite is ...
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| 21846 | plugin-master | josiahsiegel/claude-plugin-marketplace |
Plugin Development Guide Quick Reference Component Location Required Plugin manifest .claude-plugin/plugin.json Yes Commands commands/*.md No (auto-discovered) Agents agents/*.md No (auto-discovered) Skills skills/*/SKILL.md No (auto-discovered) Hooks hooks/hooks.json No MCP Servers .mcp.json No Task Action Create plugin Ask: "Create a plugin for X" Validate plugin Run: /validate-plugin Install from marketplace /plugin marketplace add user/repo then /plugin install name@user Critical Rules Direc...
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| 21847 | transcribe | davila7/claude-code-templates |
Audio Transcribe Transcribe audio using OpenAI, with optional speaker diarization when requested. Prefer the bundled CLI for deterministic, repeatable runs. Workflow Collect inputs: audio file path(s), desired response format (text/json/diarized_json), optional language hint, and any known speaker references. Verify OPENAI_API_KEY is set. If missing, ask the user to set it locally (do not ask them to paste the key). Run the bundled transcribe_diarize.py CLI with sensible defaults (fast text tran...
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| 21848 | azure-ai-voicelive-py | sickn33/antigravity-awesome-skills |
Azure AI Voice Live SDK Build real-time voice AI applications with bidirectional WebSocket communication. Installation pip install azure-ai-voicelive aiohttp azure-identity Environment Variables AZURE_COGNITIVE_SERVICES_ENDPOINT = https:// < region > .api.cognitive.microsoft.com For API key auth (not recommended for production) AZURE_COGNITIVE_SERVICES_KEY = < api-key > Authentication DefaultAzureCredential (preferred) : from azure . ai . voicelive . aio import connect from azure . identity . a...
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| 21849 | financial-analyst | borghei/claude-skills |
Financial Analyst Skill Overview Production-ready financial analysis toolkit providing ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction. Designed for financial modeling, forecasting & budgeting, management reporting, business performance analysis, and investment analysis. 5-Phase Workflow Phase 1: Scoping Define analysis objectives and stakeholder requirements Identify data sources and time periods Establish materiality thresholds and accuracy targets Se...
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| 21850 | composable-architecture | johnrogers/claude-swift-engineering |
The Composable Architecture (TCA) TCA provides architecture for building complex, testable features through composable reducers, centralized state management, and side effect handling. The core principle: predictable state evolution with clear dependencies and testable effects. 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 Reducer St...
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