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# Skill 仓库 描述 安装量
18151 docker-optimization pluginagentmarketplace/custom-plugin-docker
Docker Optimization Skill Comprehensive optimization techniques for Docker images and containers covering size reduction, build caching, and runtime performance. Purpose Reduce image size, improve build times, and optimize container performance using 2024-2025 industry best practices. Parameters Parameter Type Required Default Description target enum No all size/build/runtime/all base_image string No - Current base image current_size string No - Current image size Optimization Strategies 1. Imag...
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18152 research-ideation meleantonio/awesome-econ-ai-stuff
Research Ideation Purpose This skill helps economists generate and refine research questions by applying economic thinking frameworks. It guides the process from observing phenomena to formulating testable hypotheses. When to Use Starting a new research project Brainstorming dissertation topics Finding angles for policy analysis Developing extensions of existing work Instructions Step 1: Understand the Starting Point Ask the user: Do you have a phenomenon, puzzle, or data source in mind? What fi...
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18153 rfc-generator patricio0312rev/skills
RFC Generator Create comprehensive technical proposals with RFCs. RFC Template RFC-042: Implement Read Replicas for Analytics Status: Draft | In Review | Accepted | Rejected | Implemented Author: Alice (alice@example.com) Reviewers: Bob, Charlie, David Created: 2024-01-15 Updated: 2024-01-20 Target Date: Q1 2024 Summary Add PostgreSQL read replicas to separate analytical queries from transactional workload, improving database performance and enabling new analytics features. Problem Stat...
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18154 socratic-teaching-scaffolds lyndonkl/claude
Socratic Teaching Scaffolds guide learners to discover knowledge through strategic questioning and progressive support removal. This skill transforms passive explanation into active discovery, corrects misconceptions by revealing contradictions, and builds durable understanding through self-generated insights. When to Use Invoke this skill when you need to: - Teach complex concepts where understanding beats memorization (algorithms, scientific theories, philosophical ideas) - Correct deep m...
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18155 cypress-advanced thebushidocollective/han
cypress advanced Master advanced Cypress features including custom commands, plugins, and network stubbing. This skill provides comprehensive coverage of essential concepts, patterns, and best practices for professional Cypress development. Overview Cypress is a powerful tool for javascript development, providing robust capabilities for maintaining code quality and ensuring reliable software delivery. This skill covers the fundamental through advanced aspects of working with Cypress. Install...
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18156 prd-doc-writer yunshu0909/yunshu_skillshub
PRD文档梳理提示词 你是一个顶级的、以开发者为中心的产品经理和需求工程师。但更重要的，你是用户的“伙伴”(Partner/搭子) 。你的工作方式 绝不 是单向输出，而是通过持续的提问、沟通和阶段性确认，与用户 共同构建 PRD。每一步关键进展都 必须获得用户的明确认可。 核心理念：PRD即故事集，万物皆可归于故事 故事是唯一载体 : 整个PRD的主体是一系列按逻辑顺序排列的用户故事。 故事必须自包含 : 每个故事卡片都必须包含实现该功能所需的 需求信息 ，包括业务逻辑、用户可见行为（页面/状态/提示文案）、边界约束和验收标准。执行方阅读一张卡片即可理解“用户要什么、系统应如何表现、如何验收”。 叙事逻辑高于一切 : 功能点不能孤立存在。你必须首先引导用户建立一个宏观的"用户旅程地图"或"业务主流程"，然后将所有用户故事串联在这条主线上，形成一个连贯的、分阶段的开发蓝图。 视觉对齐是必须 : 对于任何涉及用户界面(UI)的用户故事， 必须 使用 ASCII 线框图 (ASCII Wireframe) 进行布局草稿的绘制与确认。纯文本描述不足以对齐视觉层面的共识，此环节是讨论UI故事的 ...
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18157 brand-style mediar-ai/screenpipe
Screenpipe Brand Style Guide Philosophy "Black & White Geometric Minimalism" No color. Sharp corners. Clean typography. Core Values Value Description Privacy First 100% local, data never leaves your machine Open Source Inspect, modify, own Simplicity Clean, minimal interface Transparency "You own your data" Developer-Focused APIs, extensibility, power users Typography Font Stack Purpose Font Fallbacks Headings (sans) Space Grotesk system-ui, sans-serif Body (serif) Crimson Text Baskerville, Time...
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18158 social post creator eddiebe147/claude-settings
Social Post Creator The Social Post Creator skill helps you craft engaging, platform-optimized social media posts that drive engagement and achieve your communication goals. Whether you're sharing company updates on LinkedIn, engaging with your community on Twitter/X, building brand awareness on Instagram, or driving discussion on Threads, this skill ensures your content fits the platform and resonates with your audience. This skill understands that each social platform has its own culture, form...
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18159 lambda-labs-gpu-cloud orchestra-research/ai-research-skills
Lambda Labs GPU Cloud Comprehensive guide to running ML workloads on Lambda Labs GPU cloud with on-demand instances and 1-Click Clusters. When to use Lambda Labs Use Lambda Labs when: Need dedicated GPU instances with full SSH access Running long training jobs (hours to days) Want simple pricing with no egress fees Need persistent storage across sessions Require high-performance multi-node clusters (16-512 GPUs) Want pre-installed ML stack (Lambda Stack with PyTorch, CUDA, NCCL) Key feature...
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18160 sentence-transformers orchestra-research/ai-research-skills
Sentence Transformers - State-of-the-Art Embeddings Python framework for sentence and text embeddings using transformers. When to use Sentence Transformers Use when: Need high-quality embeddings for RAG Semantic similarity and search Text clustering and classification Multilingual embeddings (100+ languages) Running embeddings locally (no API) Cost-effective alternative to OpenAI embeddings Metrics: 15,700+ GitHub stars 5000+ pre-trained models 100+ languages supported Based on PyTorch/Tra...
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18161 senior-product-marketer ncklrs/startup-os-skills
Senior Product Marketer Expert guidance for the three pillars of SaaS product-led growth: Trial Acquisition - Getting qualified users to sign up Time to First Value - Activating users quickly to their "aha moment" Freemium to Paid Conversion - Turning free users into paying customers Philosophy Product marketing is the intersection of product, positioning, and psychology. The best product marketing: Sells the outcome, not the feature - Users don't want software; they want results Reduces frictio...
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18162 ui-components elie222/inbox-zero
UI Components Comprehensive patterns for building accessible UI component libraries with shadcn/ui and Radix Primitives. Covers CVA variants, OKLCH theming, cn() utility, component extension, asChild composition, dialog/menu patterns, and data-attribute styling. Each category has individual rule files in rules/ loaded on-demand. Quick Reference Category Rules Impact When to Use shadcn/ui 3 HIGH CVA variants, component customization, form patterns, data tables Radix Primitives 3 HIGH Dialogs, pol...
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18163 adding-models letta-ai/letta-code
Adding Models This skill guides you through adding a new LLM model to Letta Code. Quick Reference Key files : src/models.json - Model definitions (required) .github/workflows/ci.yml - CI test matrix (optional) src/tools/manager.ts - Toolset detection logic (rarely needed) Workflow Step 1: Find Valid Model Handles Query the Letta API to see available models: curl -s https://api.letta.com/v1/models/ | jq '.[] | .handle' Or filter by provider: curl -s https://api.letta.com/v1/models/ | jq '.[] | se...
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18164 newsletter openclaudia/openclaudia-skills
Newsletter Growth Skill You are a newsletter growth strategist. Help plan content, grow subscribers, improve engagement, and monetize newsletters. Newsletter Fundamentals Subject Lines Formulas that work: Formula Example Open Rate Impact Number + Benefit "7 tools that saved me 10hrs/week" High Question "Are you making this SEO mistake?" High How-to + Specific "How I grew to 10K subs in 6 months" High Curiosity gap "The strategy nobody talks about" Medium-High News/Urgency "Breaking: Google just ...
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18165 outlines orchestra-research/ai-research-skills
Outlines: Structured Text Generation When to Use This Skill Use Outlines when you need to: Guarantee valid JSON/XML/code structure during generation Use Pydantic models for type-safe outputs Support local models (Transformers, llama.cpp, vLLM) Maximize inference speed with zero-overhead structured generation Generate against JSON schemas automatically Control token sampling at the grammar level GitHub Stars: 8,000+ | From: dottxt.ai (formerly .txt) Installation Base installation pip install...
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18166 workers-runtime-apis secondsky/claude-skills
Master the Workers runtime APIs: Fetch, Streams, Crypto, Cache, WebSockets, and text encoding. Quick Reference | Fetch | HTTP requests | External APIs, proxying | Streams | Data streaming | Large files, real-time | Crypto | Cryptography | Hashing, signing, encryption | Cache | Response caching | Performance optimization | WebSockets | Real-time connections | Chat, live updates | Encoding | Text encoding | UTF-8, Base64 Quick Start: Fetch API ``` export default { as...
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18167 readme-generator patricio0312rev/skills
Readme Generator Purpose This skill provides automated assistance for readme generator tasks within the DevOps Basics domain. When to Use This skill activates automatically when you: Mention "readme generator" in your request Ask about readme generator patterns or best practices Need help with foundational devops skills covering version control, containerization, basic ci/cd, and infrastructure fundamentals. Capabilities Provides step-by-step guidance for readme generator Follows industry be...
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18168 content-writing eyadsibai/ltk
Collaborative writing partner for articles, blog posts, and documentation. Workflow Overview - Outline - Structure ideas collaboratively - Research - Find sources and add citations - Write - Draft section by section - Feedback - Get review on each section - Polish - Final review and refinement File Organization ``` ~/writing/article-name/ ├── outline.md Structure ├── research.md Sources and citations ├── draft-v1.md First draft ├── draft-v2.md Revis...
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18169 sharex architecture and porting sharex/xerahs
Platform Abstractions and Native Code Rules All platform specific functionality must be isolated behind platform abstraction interfaces. No code outside XerahS.Platform.* projects may reference: NativeMethods NativeConstants, NativeEnums, NativeStructs Win32 P/Invoke System.Windows.Forms Windows specific handles or messages Direct calls to Windows APIs are forbidden in Common, Core, Uploaders, Media, or other backend projects. Required Architecture Define platform neutral interfaces in XerahS.Pl...
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18170 long-context orchestra-research/ai-research-skills
Long Context: Extending Transformer Context Windows When to Use This Skill Use Long Context techniques when you need to: Process long documents (32k, 64k, 128k+ tokens) with transformer models Extend context windows of pre-trained models (LLaMA, Mistral, etc.) Implement efficient positional encodings (RoPE, ALiBi) Train models with length extrapolation capabilities Deploy models that handle variable-length inputs efficiently Fine-tune existing models for longer contexts with minimal compute K...
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18171 miniapp-develop lotosbin/claude-skills
No SKILL.md available for this skill. View on GitHub
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18172 modal-serverless-gpu orchestra-research/ai-research-skills
Modal Serverless GPU Comprehensive guide to running ML workloads on Modal's serverless GPU cloud platform. When to use Modal Use Modal when: Running GPU-intensive ML workloads without managing infrastructure Deploying ML models as auto-scaling APIs Running batch processing jobs (training, inference, data processing) Need pay-per-second GPU pricing without idle costs Prototyping ML applications quickly Running scheduled jobs (cron-like workloads) Key features: Serverless GPUs: T4, L4, A10G,...
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18173 database-testing proffesor-for-testing/agentic-qe
Database Testing <default_to_action> When testing database operations: VALIDATE schema (tables, columns, constraints exist as expected) TEST data integrity (unique, foreign key, check constraints) VERIFY migrations (forward works, rollback works, data preserved) CHECK transaction isolation (ACID properties, concurrent access) MEASURE query performance (indexes used, execution time) Quick DB Testing Checklist: Schema matches specification Unique constraints prevent duplicates Foreign keys prevent...
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18174 copilot-sdk sickn33/antigravity-awesome-skills
GitHub Copilot SDK Embed Copilot's agentic workflows in any application using Python, TypeScript, Go, or .NET. Overview The GitHub Copilot SDK exposes the same engine behind Copilot CLI: a production-tested agent runtime you can invoke programmatically. No need to build your own orchestration - you define agent behavior, Copilot handles planning, tool invocation, file edits, and more. Prerequisites GitHub Copilot CLI installed and authenticated ( Installation guide ) Language runtime : Node.js 1...
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18175 product-ux-expert majiayu000/claude-arsenal
Product UX Expert Core Principles Reduce Cognitive Load — Minimize mental effort required for every interaction Accessibility First — WCAG 2.2 AA is the baseline, not an afterthought Evidence-Based — Decisions backed by user research, not assumptions Anticipatory Design — Predict user needs before they ask Ethical Design — No dark patterns, transparent data practices Mobile First — Design for smallest screens, enhance for larger Quick Reference Nielsen's 10 Heuristics Heuristic Key Question 1 V...
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18176 diagram-to-image sugarforever/01coder-agent-skills
Diagram to Image Convert Mermaid diagrams and Markdown tables to PNG images via the mermaid-red API (diagramless.xyz). Produces high-quality, styled output with custom themes — no heavy local dependencies needed. When to Use Use this skill when: User has a Mermaid diagram that needs to be converted to an image User has a Markdown table that needs to be converted to an image User is writing content for X/Twitter and needs visual exports User asks to "convert to image", "export as PNG", "make this...
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18177 physics-intuition dylantarre/animation-principles
Physics Intuition Think like a physicist watching the world move. Every object has mass. Every motion has cause and consequence. Core Mental Model Before animating anything, ask: What does this weigh? A feather and a bowling ball both fall, but they tell completely different stories. Your job is to make the audience feel that weight without thinking about it. The 12 Principles Through Physics Squash & Stretch — Mass is conserved. When something compresses, it must bulge. A bouncing ball fl...
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18178 typo3-ddev dirnbauer/webconsulting-skills
TYPO3 DDEV Local Development Compatibility: TYPO3 v13.x and v14.x (v14 preferred) All configurations in this skill support both TYPO3 v13 and v14. Container Priority Always check for existing containers first: Check .ddev/ exists → use ddev exec Check docker-compose.yml exists → use docker compose exec Only use system tools if no container environment Critical: Use the project's configured PHP version, not system PHP. 1. Project Initialization New TYPO3 Project (v14 - Preferred) Create pr...
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18179 performance-benchmark-specialist manutej/luxor-claude-marketplace
Performance Benchmark Specialist Comprehensive performance benchmarking expertise for shell-based tools, focusing on rigorous measurement, statistical analysis, and actionable performance optimization using patterns from the unix-goto project. When to Use This Skill Use this skill when: Creating performance benchmarks for shell scripts Measuring and validating performance targets Implementing statistical analysis for benchmark results Designing benchmark workspaces and test environments Gene...
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18180 skill-composer-studio onewave-ai/claude-skills
Skill Composer Studio CHAIN multiple existing skills into custom multi-step workflows. Programmable skill combinations with automatic handoffs. Create composite skills from building blocks with conditional logic. Instructions You are a master workflow orchestrator and skill integrator. When user describes a multi-step workflow, map it to a sequence of existing skills with automatic handoffs between steps. Output from step N becomes input for step N+1. Support conditional logic (if-then-else base...
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18181 mamba-architecture orchestra-research/ai-research-skills
Mamba - Selective State Space Models Quick start Mamba is a state-space model architecture achieving O(n) linear complexity for sequence modeling. Installation: Install causal-conv1d (optional, for efficiency) pip install causal-conv1d>=1.4.0 Install Mamba pip install mamba-ssm Or both together pip install mamba-ssm[causal-conv1d] Prerequisites: Linux, NVIDIA GPU, PyTorch 1.12+, CUDA 11.6+ Basic usage (Mamba block): import torch from mamba_ssm import Mamba batch, length, dim = 2, 64,...
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18182 search-console openclaudia/openclaudia-skills
Google Search Console Pull search performance data, index coverage, and Core Web Vitals from Google Search Console API. Prerequisites Requires Google OAuth credentials: GOOGLE_CLIENT_ID GOOGLE_CLIENT_SECRET A valid OAuth access token with https://www.googleapis.com/auth/webmasters.readonly scope Set credentials in .env , .env.local , or ~/.claude/.env.global . Getting an Access Token Step 1: Authorization URL (user visits in browser) echo "https://accounts.google.com/o/oauth2/v2/auth?client_id=...
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18183 react-performance s-hiraoku/synapse-a2a
React Performance Optimization Master react performance optimization for building high-performance, scalable React applications with industry best practices. React.memo and Component Memoization React.memo prevents unnecessary re-renders by memoizing component output: import { memo } from 'react' ; interface Props { name : string ; onClick : ( ) => void ; } // Basic memoization const ExpensiveComponent = memo ( function ExpensiveComponent ( { name , onClick } : Props ) { console . log ( 'Renderi...
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18184 nanogpt orchestra-research/ai-research-skills
nanoGPT - Minimalist GPT Training Quick start nanoGPT is a simplified GPT implementation designed for learning and experimentation. Installation: pip install torch numpy transformers datasets tiktoken wandb tqdm Train on Shakespeare (CPU-friendly): Prepare data python data/shakespeare_char/prepare.py Train (5 minutes on CPU) python train.py config/train_shakespeare_char.py Generate text python sample.py --out_dir=out-shakespeare-char Output: ROMEO: What say'st thou? Shall I speak, ...
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18185 bevy-ecs-expert sickn33/antigravity-awesome-skills
Bevy ECS Expert Overview A guide to building high-performance game logic using Bevy's data-oriented ECS architecture. Learn how to structure systems, optimize queries, manage resources, and leverage parallel execution. When to Use This Skill Use when developing games with the Bevy engine in Rust. Use when designing game systems that need to run in parallel. Use when optimizing game performance by minimizing cache misses. Use when refactoring object-oriented logic into data-oriented ECS patterns....
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18186 zcl marcohefti/zero-context-lab
ZCL Orchestrator (Codex Skill) This skill is for the orchestrator (you), not the spawned mission agent. Native Runtime Boundary (Current) ZCL has first-class native runtime execution in zcl suite run and campaign flows via runner.type=codex_app_server . Runtime selection is strategy-based and deterministic via ordered fallback chains ( --runtime-strategies , ZCL_RUNTIME_STRATEGIES ). Process runner mode remains supported as explicit fallback ( --session-isolation process ). Native runtime strate...
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18187 torchforge-rl-training orchestra-research/ai-research-skills
torchforge: PyTorch-Native Agentic RL Library torchforge is Meta's PyTorch-native RL library that separates infrastructure concerns from algorithm concerns. It enables rapid RL research by letting you focus on algorithms while handling distributed training, inference, and weight sync automatically. When to Use torchforge Choose torchforge when you need: Clean separation between RL algorithms and infrastructure PyTorch-native abstractions (no Ray dependency) Easy algorithm experimentation (GRPO, ...
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18188 ios-unit-test dengineproblem/agents-monorepo
iOS Unit Testing Expert Expert in iOS testing with XCTest framework and best practices. Core Testing Principles Test Structure and Organization Follow the Arrange-Act-Assert (AAA) pattern Use descriptive test method names explaining scenario and expected outcome Group related tests using nested test classes or test suites Maintain test independence - each test should run in isolation XCTest Framework Fundamentals import XCTest @testable import YourApp class UserServiceTests : XCTestCase { // Sys...
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18189 nodejs-development manutej/luxor-claude-marketplace
Node.js Development Guidelines You are an expert in Node.js development with TypeScript, covering various frameworks and patterns. Payload CMS with Next.js Project Setup project/ ├── src/ │ ├── app/ Next.js app directory │ ├── collections/ Payload collections │ ├── blocks/ Custom blocks │ ├── fields/ Custom fields │ └── access/ Access control functions ├── payload.config.ts Payload configuration └── next.config.js Next.js con...
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18190 prospect-investigation qodex-ai/ai-agent-skills
Lead Research Assistant This skill helps you identify and qualify potential leads for your business by analyzing your product/service, understanding your ideal customer profile, and providing actionable outreach strategies. When to Use This Skill Finding potential customers or clients for your product/service Building a list of companies to reach out to for partnerships Identifying target accounts for sales outreach Researching companies that match your ideal customer profile Preparing for bus...
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18191 vercel-composition-patterns vercel-labs/vercel-skills
React Composition Patterns Composition patterns for building flexible, maintainable React components. Avoid boolean prop proliferation by using compound components, lifting state, and composing internals. These patterns make codebases easier for both humans and AI agents to work with as they scale. When to Apply Reference these guidelines when: Refactoring components with many boolean props Building reusable component libraries Designing flexible component APIs Reviewing component architecture W...
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18192 agent-browser code-yeongyu/oh-my-opencode
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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18193 issues-workflow terrylica/cc-skills
GitHub Issues-First Workflow Default : Use GitHub Issues exclusively for all content, hierarchy, and tracking. Optional : Link to Projects v2 for cross-repo visualization only. Critical Principle: Issues Are Everything GitHub Issues = Content + Hierarchy + Status + History. GitHub Projects v2 = Visualization layer only (no content, no history). With sub-issues (GA April 2025), Issues now handle hierarchy natively. Projects v2 is reduced to an optional visualization dashboard. Issues vs Projects ...
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18194 performance-audit mgd34msu/goodvibes-plugin
Resources scripts/ validate-performance-audit.sh references/ performance-patterns.md Performance Audit This skill guides you through performing comprehensive performance audits on web applications to identify bottlenecks, optimization opportunities, and performance regressions. Use this when preparing for production deployments, investigating performance issues, or conducting periodic performance reviews. When to Use This Skill Conducting pre-deployment performance reviews Investigating slow pag...
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18195 design-master huangserva/skill-prompt-generator
No SKILL.md available for this skill. View on GitHub
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18196 runway vm0-ai/vm0-skills
Runway API Use the Runway API via direct curl calls to generate AI videos from images, text, or video inputs. Official docs: https://docs.dev.runwayml.com/ When to Use Use this skill when you need to: Generate video from images (image-to-video) Generate video from text prompts (text-to-video) Transform existing videos (video-to-video) Generate images from text (text-to-image) Upscale video resolution (4X upscale) Generate sound effects or speech Prerequisites Sign up at Runway Developer Portal P...
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18197 cass dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations
CASS - Coding Agent Session Search Unified, high-performance CLI/TUI to index and search your local coding agent history. Aggregates sessions from 11 agents : Codex, Claude Code, Gemini CLI, Cline, OpenCode, Amp, Cursor, ChatGPT, Aider, Pi-Agent, and Factory (Droid). CRITICAL: Robot Mode Required for AI Agents NEVER run bare cass - it launches an interactive TUI that blocks your session! WRONG - blocks terminal cass CORRECT - JSON output for agents cass search "query" --robot cass search "quer...
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18198 resend vm0-ai/vm0-skills
Resend Quick Send — Node.js import { Resend } from 'resend' ; const resend = new Resend ( process . env . RESEND_API_KEY ) ; const { data , error } = await resend . emails . send ( { from : 'Acme <onboarding@resend.dev>' , to : [ 'delivered@resend.dev' ] , subject : 'Hello World' , html : '<p>Email body here</p>' , } , { idempotencyKey : ` welcome-email/ ${ userId } ` } ) ; if ( error ) { console . error ( 'Failed:' , error . message ) ; return ; } console . log ( 'Sent:' , data . id ) ; Key got...
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18199 godot-performance-optimization thedivergentai/gd-agentic-skills
Performance Optimization Profiler-driven analysis, object pooling, and visibility culling define optimized game performance. Available Scripts custom_performance_monitor.gd Manager for adding and updating custom performance monitors in the Godot debugger. multimesh_foliage_manager.gd Expert MultiMesh pattern for rendering thousands of foliage instances efficiently. NEVER Do in Performance Optimization NEVER optimize without profiling first — "I think physics is slow" without data? Premature opti...
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18200 vueuse-integrations-skilld harlan-zw/vue-ecosystem-skills
vueuse/vueuse @vueuse/integrations Integration wrappers for utility libraries Version: 14.2.1 (Feb 2026) Deps: @vueuse/core@14.2.1, @vueuse/shared@14.2.1 Tags: next: 5.0.0 (Jun 2021), alpha: 14.0.0-alpha.3 (Sep 2025), beta: 14.0.0-beta.1 (Sep 2025), latest: 14.2.1 (Feb 2026) References: Docs — API reference, guides API Changes This section documents version-specific API changes — prioritize recent major/minor releases. BREAKING: Requires Vue 3.5+ — v14.x now requires Vue 3.5.0 as a peer dependen...
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