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# Skill 仓库 描述 安装量
7651 hyva-compile-tailwind-css hyva-themes/hyva-ai-tools
Compile Tailwind CSS for Hyvä Themes Compiles Tailwind CSS for Hyvä themes in Magento 2. Handles both production builds and development watch mode. Step 1: Detect Environment & Set Command Wrapper Use the hyva-exec-shell-cmd skill to detect the environment and determine the appropriate command wrapper. All npm commands below show the core command; wrap them according to the detected environment. Step 2: Identify Theme If no theme path provided, invoke the hyva-theme-list skill to discover a...
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7652 learner yeachan-heo/oh-my-claudecode
Reusable skills are not code snippets to copy-paste, but principles and decision-making heuristics that teach Claude HOW TO THINK about a class of problems. The difference: - BAD (mimicking): "When you see ConnectionResetError, add this try/except block" - GOOD (reusable skill): "In async network code, any I/O operation can fail independently due to client/server lifecycle mismatches. The principle: wrap each I/O operation separately, because failure between operations is the common case, not...
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7653 render-props-pattern patternsdev/skills
Render Props Pattern Table of Contents When to Use When NOT to Use Instructions Details Source Another way of making components very reusable, is by using the render prop pattern. A render prop is a prop on a component, which value is a function that returns a JSX element. The component itself does not render anything besides the render prop. Instead, the component simply calls the render prop, instead of implementing its own rendering logic. Imagine that we have a Title component. In this case,...
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7654 alicloud-platform-openapi-product-api-discovery cinience/alicloud-skills
Alibaba Cloud Product + API Discovery Follow this workflow to collect products, resolve API metadata, and build summaries for skill planning. Workflow Fetch product lists from the three sources Ticket System (ListProducts) Support & Service (ListProductByGroup) BSS OpenAPI (QueryProductList) Run the bundled scripts (from this skill folder): python scripts/products_from_ticket_system.py python scripts/products_from_support_service.py python scripts/products_from_bssopenapi.py Provide required env...
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7655 targeted-chatroom dontbesilent2025/claude-skills
targeted-chatroom:定向聊天室 你是定向聊天室的主持人。根据话题推荐或接受用户指定的专家,模拟多角色对话。 工作流程 第一步:检测模式 情况 A:用户指定了人物 格式: /定向聊天室 [人物1] [人物2] [人物3] 示例: /定向聊天室 查理·芒格 丹尼尔·卡尼曼 雷·达里奥 动作:直接跳到第三步 情况 B:用户未指定人物 格式: /定向聊天室 (或其他触发词) 动作:进入第二步 第二步:推荐人物(仅情况 B) 分析话题,推荐 3-5 位专家: 🎯 根据话题「{话题总结}」,推荐以下专家: 1. {人物1}:{核心观点一句话} 2. {人物2}:{核心观点一句话} 3. {人物3}:{核心观点一句话} 确认后启动聊天室。 停在这里,等用户回复「确认」「开始」或调整人选。不要继续执行。 第三步:生成对话(使用 Agent tool) 确认人物后,使用 Agent tool 并行调用多个专家。每个专家一个独立 Agent。 Prompt 模板结构 为每位专家生成如下结构的 prompt: 你是 {专家名字}。 话题:{用户的话题} 思考方式: 1. {该专家的核心思维方...
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7656 postgresql-expert-best-practices-code-review wispbit-ai/skills
PostgreSQL Expert Best Practices Simple, pragmatic, opinionated. Only what matters for writing production-grade PostgreSQL queries. When to Apply Reference these guidelines when: Writing database migrations or schema changes Creating or modifying PostgreSQL tables and columns Adding indexes, constraints, or foreign keys Reviewing database schema for performance issues Refactoring existing database structures Optimizing query performance or database design Rule Categories by Priority Priority Cat...
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7657 anomaly detection aj-geddes/useful-ai-prompts
Anomaly Detection Overview Anomaly detection identifies unusual patterns, outliers, and anomalies in data that deviate significantly from normal behavior, enabling fraud detection and system monitoring. When to Use Detecting fraudulent transactions or suspicious activity in financial data Identifying system failures, network intrusions, or security breaches Monitoring manufacturing quality and identifying defective products Finding unusual patterns in healthcare data or patient vital signs Detec...
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7658 x-research rohunvora/x-research-skill
X Research General-purpose agentic research over X/Twitter. Decompose any research question into targeted searches, iteratively refine, follow threads, deep-dive linked content, and synthesize into a sourced briefing. For X API details (endpoints, operators, response format): read references/x-api.md . CLI Tool All commands run from this skill directory: cd ~/clawd/skills/x-research source ~/.config/env/global.env Search bun run x-search.ts search "<query>" [ options ] Options: --sort likes|impr...
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7659 incident-response-plan aj-geddes/useful-ai-prompts
Incident Response Plan Overview Structured approach to detecting, responding to, containing, and recovering from security incidents with comprehensive playbooks and automation. When to Use Security breach detection Data breach response Malware infection DDoS attacks Insider threats Compliance violations Post-incident analysis Implementation Examples 1. Incident Response Framework incident_response.py from dataclasses import dataclass, field from typing import List, Dict, Optional from enum im...
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7660 storyboard-creation inference-sh/skills
Storyboard Creation Create visual storyboards with AI image generation via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Generate a storyboard panel infsh app run falai/flux-dev-lora --input '{ "prompt": "storyboard panel, wide establishing shot of a modern city skyline at sunset, cinematic composition, slightly desaturated colors, film still style, 16:9 aspect ratio", "width": 1248, "height": 832 }' Stitch panels into a board infsh app run...
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7661 presentation-deck owl-listener/designer-skills
Presentation Deck You are an expert in structuring design presentations that communicate clearly and persuade effectively. What You Do You structure presentations that tell a compelling design story tailored to the audience. Presentation Types Stakeholder Update Goal: Inform and align. Structure: context recap, progress, key decisions, next steps, asks. Design Review Goal: Get feedback. Structure: objectives, design walkthrough, rationale, open questions, feedback request. Final Showcase Goal: G...
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7662 prototype-strategy owl-listener/designer-skills
Prototype Strategy You are an expert in choosing prototyping approaches that efficiently answer design questions. What You Do You help teams choose the right fidelity, tool, and method for prototyping based on what they need to learn. Fidelity Spectrum Low Fidelity Paper sketches, sticky notes, rough wireframes. Best for: early exploration, information architecture, flow validation. Fast to create, easy to discard. Medium Fidelity Digital wireframes, clickable prototypes, gray-box layouts. Best ...
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7663 aiconfig-tools launchdarkly/agent-skills
AI Config Tools You're using a skill that will guide you through adding capabilities to your AI agents through tools (function calling). Your job is to identify what your AI needs to do, create tool definitions, attach them to variations, and verify they work. Prerequisites LaunchDarkly API token with /*:ai-tool/* permission Existing AI Config (use aiconfig-create skill first) Tools endpoint: /ai-tools (NOT /ai-configs/tools ) Core Principles Start with Capabilities : Think about what your AI ne...
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7664 openclaw-cli irangareddy/openclaw-essentials
OpenClaw CLI Complete reference for openclaw command-line interface operations. When to Use Managing OpenClaw gateway, agents, channels, skills, hooks, and automation. Core Commands Setup & Onboarding Initial setup: Quick onboarding with daemon install openclaw onboard --install-daemon Setup workspace and config openclaw setup --workspace ~/.openclaw/workspace Interactive configuration openclaw configure Health check: openclaw doctor Gateway Management Run gateway: Interactive mode openclaw ...
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7665 programmatic-seo davila7/claude-code-templates
Programmatic SEO You are an expert in programmatic SEO—building SEO-optimized pages at scale using templates and data. Your goal is to create pages that rank, provide value, and avoid thin content penalties. Initial Assessment Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task....
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7666 training-llms-megatron davila7/claude-code-templates
Megatron-Core - Large-Scale LLM Training Quick start Megatron-Core trains LLMs from 2B to 462B parameters with up to 47% Model FLOP Utilization on H100 GPUs through advanced parallelism strategies. Installation: Docker (recommended) docker run --gpus all -it --rm nvcr.io/nvidia/pytorch:25.04-py3 Or pip pip install megatron-core Simple distributed training: Train with 2 GPUs using data parallelism torchrun --nproc_per_node=2 examples/run_simple_mcore_train_loop.py Or LLaMA-3 8B traini...
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7667 model-pruning davila7/claude-code-templates
Model Pruning: Compressing LLMs When to Use This Skill Use Model Pruning when you need to: Reduce model size by 40-60% with <1% accuracy loss Accelerate inference using hardware-friendly sparsity (2-4× speedup) Deploy on constrained hardware (mobile, edge devices) Compress without retraining using one-shot methods Enable efficient serving with reduced memory footprint Key Techniques: Wanda (weights × activations), SparseGPT (second-order), structured pruning, N:M sparsity Papers: Wanda ICLR ...
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7668 instructor davila7/claude-code-templates
Instructor: Structured LLM Outputs When to Use This Skill Use Instructor when you need to: Extract structured data from LLM responses reliably Validate outputs against Pydantic schemas automatically Retry failed extractions with automatic error handling Parse complex JSON with type safety and validation Stream partial results for real-time processing Support multiple LLM providers with consistent API GitHub Stars: 15,000+ | Battle-tested: 100,000+ developers Installation Base installation p...
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7669 outlines davila7/claude-code-templates
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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7670 risk-management-specialist davila7/claude-code-templates
Senior Risk Management Specialist Expert-level medical device risk management implementing ISO 14971 throughout the complete product lifecycle with comprehensive risk analysis, evaluation, control, and post-production monitoring capabilities. Core Risk Management Competencies 1. Risk Management Process Implementation (ISO 14971) Establish and maintain comprehensive risk management processes integrated throughout the product development and lifecycle. Risk Management Process Framework: ISO 14971 ...
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7671 imagen sanjay3290/ai-skills
Imagen - AI Image Generation Skill Overview This skill generates images using Google Gemini's image generation model (gemini-3-pro-image-preview). It enables seamless image creation during any Claude Code session - whether you're building frontend UIs, creating documentation, or need visual representations of concepts. Cross-Platform: Works on Windows, macOS, and Linux. When to Use This Skill Automatically activate this skill when: User requests image generation (e.g., "generate an image of...
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7672 musical-dna jwynia/agent-skills
Musical DNA Analysis Purpose Extract descriptive musical characteristics from any artist or band without using their name, building a vocabulary of sonic qualities for AI music generation, music description, or creative recombination. Replace "sounds like [Artist]" with specific, technique-focused descriptions. Core Principle How, not who. Describe techniques, approaches, and sonic qualities rather than referencing artists. This enables: Ethical AI music generation Precise communication abou...
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7673 clinical-decision-support davila7/claude-code-templates
Clinical Decision Support Documents Description Generate professional clinical decision support (CDS) documents for pharmaceutical companies, clinical researchers, and medical decision-makers. This skill specializes in analytical, evidence-based documents that inform treatment strategies and drug development: Patient Cohort Analysis - Biomarker-stratified group analyses with statistical outcome comparisons Treatment Recommendation Reports - Evidence-based clinical guidelines with GRADE grading...
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7674 video-ad-specs inference-sh/skills
Video Ad Specs Create platform-specific video ads via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Generate a vertical video ad scene infsh app run bytedance/seedance-1-5-pro --input '{ "prompt": "vertical video, person excitedly unboxing a product, clean modern room, bright natural lighting, social media ad style, authentic feeling, 9:16 format" }' Platform Specifications TikTok Spec Value Aspect ratio 9:16 (vertical) Resolution 1080 x 192...
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7675 repo-analyzer yzddmr6/repo-analyzer
Git 项目深度分析技能 深度分析开源项目并生成专业架构报告。报告是有深度洞察的技术研究,读完后读者能理解业务问题、掌握架构设计、产生自己的思考。 When to Use 分析开源项目的架构和设计 对比两个同类项目的设计差异 深入研究一个框架或库的实现思路 When NOT to Use 简单的代码问题或调试 单文件分析或代码审查 不涉及架构层面的代码修改 输出语言 默认中文。如果用户使用其他语言提问,则跟随用户语言。 核心原则 1. 业务视角优先 从"这个项目解决什么问题"出发,不是"这个文件里有什么函数"。 不要 要 handleRequest(ctx) 函数接收一个 Context 参数... 请求进来后,系统会经过鉴权、限流、路由分发三个阶段... interface MessageQueue { push(); pop() } 模块间通过消息队列解耦,生产者只管投递,消费者按优先级拉取 2. 抽象层次把控:不贴代码,讲设计 默认在设计模式和架构层面描述, 非必要情况下不贴原始代码 。重点突出流程、逻辑、设计思想,用架构图(Mermaid)、流程图、表格来表达,而非代码片段。只...
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7676 arize-prompt-optimization arize-ai/arize-skills
Arize Prompt Optimization Skill Concepts Where Prompts Live in Trace Data LLM applications emit spans following OpenInference semantic conventions. Prompts are stored in different span attributes depending on the span kind and instrumentation: Column What it contains When to use attributes.llm.input_messages Structured chat messages (system, user, assistant, tool) in role-based format Primary source for chat-based LLM prompts attributes.llm.input_messages.roles Array of roles: system , user , as...
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7677 drupal-development mindrally/skills
Drupal Development You are an expert Drupal 10 developer with deep knowledge of PHP 8+, object-oriented programming, and SOLID principles. Core Principles Write concise, technically accurate PHP code with proper Drupal API examples Follow SOLID principles for object-oriented programming Follow the DRY principle Adhere to Drupal coding standards Leverage the service container and plugin system PHP Standards Use PHP 8.1+ features (typed properties, match expressions, named arguments) Follow PSR-...
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7678 hyva-playwright-test hyva-themes/hyva-ai-tools
Writing Playwright Tests for Hyvä + Alpine.js Overview Hyvä replaces Luma's KnockoutJS/RequireJS/jQuery with Alpine.js + Tailwind CSS. Playwright's strict mode (rejects locators matching multiple elements) conflicts with Alpine.js DOM patterns where hidden elements exist throughout the page. This skill documents pitfalls and solutions discovered while writing Playwright tests for Hyvä storefronts. The 1 Rule: Hidden Alpine Elements Hyvä templates scatter elements like <div x-show="displayErrorMe...
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7679 axiom-swiftui-architecture charleswiltgen/axiom
SwiftUI Architecture When to Use This Skill Use this skill when: You have logic in your SwiftUI view files and want to extract it Choosing between MVVM, TCA, vanilla SwiftUI patterns, or Coordinator Refactoring views to separate concerns Making SwiftUI code testable Asking "where should this code go?" Deciding which property wrapper to use (@State, @Environment, @Bindable) Organizing a SwiftUI codebase for team development Example Prompts What You Might Ask Why This Skill Helps "There's quite ...
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7680 do-work bladnman/do-work
Do-Work Skill A unified entry point for task capture and processing. Actions: do: Capture new tasks/requests → writes to do-work/ folder work: Process pending requests → executes the queue Routing Decision Step 1: Parse the Input Examine what follows "do work": Pattern Example Route Empty or bare invocation do work → Ask: "Start the work loop?" Action verbs only do work run, do work go, do work start → work Descriptive content do work add dark mode, do work [meeting notes] → do Step 2: Pres...
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7681 jira membranedev/application-skills
Jira Natural language interaction with Jira. Supports multiple backends. Backend Detection Run this check first to determine which backend to use: 1. Check if jira CLI is available: → Run: which jira → If found: USE CLI BACKEND 2. If no CLI, check for Atlassian MCP: → Look for mcp__atlassian__* tools → If available: USE MCP BACKEND 3. If neither available: → GUIDE USER TO SETUP Backend When to Use Reference CLI jira command available references/commands.md MCP Atlassian MCP tools available refer...
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7682 ln-625-dependencies-auditor levnikolaevich/claude-code-skills
Dependencies & Reuse Auditor (L3 Worker) Specialized worker auditing dependency management and code reuse. Purpose & Scope Worker in ln-620 coordinator pipeline Audit dependencies and reuse (Categories 7+8: Medium Priority) Check outdated packages, unused deps, wheel reinvention Calculate compliance score (X/10) Inputs (from Coordinator) Receives contextStore with tech stack, package manifest paths, codebase root. Workflow Parse context Run dependency checks (outdated, unused, reinvented) Co...
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7683 tour parcadei/continuous-claude-v3
Tour: What Can I Do? Friendly onboarding when users ask about capabilities. Triggers Activate when user says things like: "what can you do?" "what can I do?" "help me get started" "show me around" "what features are available?" "how does this work?" Response Template Give a warm, practical overview: What I Can Do I'm Claude Code with persistent memory and specialized capabilities. Here's what makes me useful: Code & Development Write & edit code - any language, any framework Debug issues...
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7684 angular-module-design aj-geddes/useful-ai-prompts
Angular Module Design Overview Architect scalable Angular applications using feature modules, lazy loading, services, and RxJS for reactive programming patterns. When to Use Large Angular applications Feature-based organization Lazy loading optimization Dependency injection patterns Reactive state management Implementation Examples 1. Feature Module Structure // users.module.ts import { NgModule } from '@angular/core'; import { CommonModule } from '@angular/common'; import { ReactiveFormsModul...
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7685 file-upload-handling aj-geddes/useful-ai-prompts
File Upload Handling Overview Build secure and robust file upload systems with validation, sanitization, virus scanning, efficient storage management, CDN integration, and proper file serving mechanisms across different backend frameworks. When to Use Implementing file upload features Managing user-uploaded documents Storing and serving media files Implementing profile picture uploads Building document management systems Handling bulk file imports Instructions 1. Python/Flask File Upload conf...
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7686 concurrency-patterns aj-geddes/useful-ai-prompts
Concurrency Patterns Overview Implement safe concurrent code using proper synchronization primitives and patterns for parallel execution. When to Use Multi-threaded applications Parallel data processing Race condition prevention Resource pooling Task coordination High-performance systems Async operations Worker pools Implementation Examples 1. Promise Pool (TypeScript) class PromisePool { private queue: Array<() => Promise<any>> = []; private active = 0; constructor(private concurrency:...
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7687 progressive-web-app aj-geddes/useful-ai-prompts
Progressive Web App Overview Build progressive web applications with offline support, installability, service workers, and web app manifests to deliver app-like experiences in the browser. When to Use App-like web experiences Offline functionality needed Mobile installation required Push notifications Fast loading experiences Implementation Examples 1. Web App Manifest // public/manifest.json { "name": "My Awesome App", "short_name": "AwesomeApp", "description": "A progressive web applic...
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7688 deployment-automation aj-geddes/useful-ai-prompts
Deployment Automation When to use this skill New Projects : Set up automated deployment from scratch Manual Deployment Improvement : Automate repetitive manual tasks Multi-Environment : Separate dev, staging, and production environments Scaling : Introduce Kubernetes to handle traffic growth Instructions Step 1: Docker Containerization Package the application as a Docker image. Dockerfile (Node.js app): Multi-stage build for smaller image size FROM node:18-alpine AS builder WORKDIR /app Copy p...
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7689 aws-cloudfront-cdn aj-geddes/useful-ai-prompts
AWS CloudFront CDN Overview Amazon CloudFront is a fast, globally distributed content delivery network (CDN). Cache content at edge locations worldwide to reduce latency, improve performance, and provide high availability with DDoS protection. When to Use Static website hosting and assets API acceleration and dynamic content Video and media streaming Mobile application content Large file downloads Real-time data distribution DDoS protection for origins Origin isolation and security Implementat...
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7690 firecrawl connorads/dotfiles
Firecrawl CLI Web scraping, search, and browser automation CLI. Returns clean markdown optimized for LLM context windows. Run firecrawl --help or firecrawl <command> --help for full option details. Prerequisites Must be installed and authenticated. Check with firecrawl --status . 🔥 firecrawl cli v1.8.0 ● Authenticated via FIRECRAWL_API_KEY Concurrency: 0/100 jobs (parallel scrape limit) Credits: 500,000 remaining Concurrency : Max parallel jobs. Run parallel operations up to this limit. Credits ...
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7691 product-hunt-launch inference-sh/skills
Product Hunt Launch Optimize your Product Hunt launch with research and visuals via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Generate gallery hero image infsh app run falai/flux-dev-lora --input '{ "prompt": "clean product showcase, modern SaaS dashboard interface on laptop screen, floating UI elements around it, soft gradient background from blue to purple, professional marketing hero shot, minimal clean design", "width": 1248, "height...
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7692 video-prompting-guide inference-sh/skills
Video Prompting Guide Best practices for writing effective AI video generation prompts via inference.sh . Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Well-structured video prompt infsh app run google/veo-3-1-fast --input '{ "prompt": "Cinematic tracking shot of a red sports car driving through Tokyo at night, neon lights reflecting on wet streets, rain falling, 4K, shallow depth of field" }' Prompt St...
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7693 character-design-sheet inference-sh/skills
Character Design Sheet Create consistent characters across multiple AI-generated images via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Generate a character concept infsh app run falai/flux-dev-lora --input '{ "prompt": "character design reference sheet, front view of a young woman with short red hair, green eyes, wearing a blue jacket and white t-shirt, full body, white background, clean lines, concept art style, character turnaround", "w...
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7694 knip brianlovin/agent-config
Knip Code Cleanup Run knip to find and remove unused files, dependencies, and exports from this codebase. Setup Check if knip is available: Run npx knip --version to test If it fails or is very slow, check if knip is in package.json devDependencies If not installed locally, install with npm install -D knip (or pnpm/yarn equivalent based on lockfile present) If no knip.json or knip.jsonc config exists and knip reports many false positives, consider creating a minimal config based on the fram...
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7695 webpack-bundler mindrally/skills
Webpack Bundler You are an expert in Webpack, the powerful module bundler for JavaScript applications. Follow these guidelines when working with Webpack configurations and related code. Core Principles Webpack is a static module bundler that builds a dependency graph from entry points Focus on optimal bundle size, build performance, and developer experience Use Webpack 5+ features for best practices and performance Understand the plugin and loader ecosystem Project Structure project/ ├── src/ ...
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7696 responsive-design owl-listener/designer-skills
Responsive Design When to use this skill New website/app : Layout design for combined mobile-desktop use Legacy improvement : Converting fixed layouts to responsive Performance optimization : Image optimization per device Multiple screens : Tablet, desktop, and large screen support Instructions Step 1: Mobile-First Approach Design from small screens and progressively expand. Example : /* Default: Mobile (320px~) */ .container { padding : 1 rem ; font-size : 14 px ; } .grid { display : grid ; gri...
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7697 deep-learning-python mindrally/skills
Deep Learning Python Development You are an expert in deep learning, transformers, diffusion models, and LLM development using Python libraries like PyTorch, Diffusers, Transformers, and Gradio. Follow these guidelines when writing deep learning code. Core Principles Write concise, technical responses with accurate Python examples Prioritize clarity and efficiency in deep learning workflows Use object-oriented programming for architectures; functional programming for data pipelines Implement p...
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7698 webapp-testing davila7/claude-code-templates
Web Application Testing To test local web applications, write native Python Playwright scripts. Helper Scripts Available : scripts/with_server.py - Manages server lifecycle (supports multiple servers) Always run scripts with --help first to see usage. DO NOT read the source until you try running the script first and find that a customized solution is abslutely necessary. These scripts can be very large and thus pollute your context window. They exist to be called directly as black-box scripts ra...
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7699 blip-2-vision-language davila7/claude-code-templates
BLIP-2: Vision-Language Pre-training Comprehensive guide to using Salesforce's BLIP-2 for vision-language tasks with frozen image encoders and large language models. When to use BLIP-2 Use BLIP-2 when: Need high-quality image captioning with natural descriptions Building visual question answering (VQA) systems Require zero-shot image-text understanding without task-specific training Want to leverage LLM reasoning for visual tasks Building multimodal conversational AI Need image-text retrieva...
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7700 alphaear-sentiment rkiding/awesome-finance-skills
AlphaEar Sentiment Skill Overview This skill provides sentiment analysis capabilities tailored for financial texts, supporting both FinBERT (local model) and LLM-based analysis modes. Capabilities Capabilities 1. Analyze Sentiment (FinBERT / Local) Use scripts/sentiment_tools.py for high-speed, local sentiment analysis using FinBERT. Key Methods: analyze_sentiment(text) : Get sentiment score and label using localized FinBERT model. Returns : {'score': float, 'label': str, 'reason': str} . Score ...
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