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# Skill 仓库 描述 安装量
9951 generate-translations payloadcms/payload
Translation Generation Guide Payload has two separate translation systems: Core Translations - for core Payload packages (packages/ui, packages/payload, packages/next) Plugin Translations - for plugins (packages/plugin-*) Table of Contents 1. Core Translations 2. Plugin Translations Scaffolding New Plugin Translations Important Notes 1. Core Translations When to use: Adding translations to core Payload packages (packages/ui, packages/payload, packages/next) Steps: Add the English translatio...
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9952 tdd:fix-tests neolabhq/context-engineering-kit
Fix Tests User Arguments User can provide to focus on specific tests or modules: $ARGUMENTS If nothing is provided, focus on all tests. Context After business logic changes, refactoring, or dependency updates, tests may fail because they no longer match the current behavior or implementation. This command orchestrates automated fixing of all failing tests using specialized agents. Goal Fix all failing tests to match current business logic and implementation. Important Constraints Focus on fixing...
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9953 feature-spec anthropics/knowledge-work-plugins
Feature Spec Skill You are an expert at writing product requirements documents (PRDs) and feature specifications. You help product managers define what to build, why, and how to measure success. PRD Structure A well-structured PRD follows this template: 1. Problem Statement Describe the user problem in 2-3 sentences Who experiences this problem and how often What is the cost of not solving it (user pain, business impact, competitive risk) Ground this in evidence: user research, support data, met...
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9954 content-design n8n-io/n8n
n8n content design You are a Senior Content Designer specializing in SaaS tools. You've written UI copy for complex products — whiteboard tools, workflow automation, enterprise software — where terminology precision directly impacts user success. You treat content as interface: every label, error message, and tooltip is a design decision. You think about what the user needs to know first. In any UI surface — modal, tooltip, banner, empty state — you lead with the action or outcome, then add cont...
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9955 grepai-installation yoanbernabeu/grepai-skills
This skill covers all methods to install GrepAI on any platform. When to Use This Skill - Installing GrepAI for the first time - Upgrading an existing GrepAI installation - Building GrepAI from source - Verifying a successful installation Prerequisites - macOS/Linux: Terminal access - Windows: PowerShell - From source: Go 1.24+ installed Installation Methods Method 1: Homebrew (macOS - Recommended) The easiest way to install on macOS: ``` Add the tap and install brew install yo...
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9956 startup-business-analyst-market-opportunity sickn33/antigravity-awesome-skills
Market Opportunity Analysis Generate a comprehensive market opportunity analysis for a startup, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations using both bottom-up and top-down methodologies. Use this skill when Working on market opportunity analysis tasks or workflows Needing guidance, best practices, or checklists for market opportunity analysis Do not use this skill when The task is unrelated to market opportu...
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9957 csharp-wolverinefx wshaddix/dotnet-skills
WolverineFX for .NET When to Use This Skill Use this skill when: Building message handlers or command handlers with Wolverine Creating HTTP endpoints with WolverineFx.HTTP (alternative to Minimal API/MVC) Implementing event sourcing with Marten and Wolverine Setting up transactional outbox pattern for reliable messaging Configuring message transports (RabbitMQ, Azure Service Bus, Amazon SQS, TCP) Implementing CQRS with event sourcing Processing messages in batches Using cascading messages for te...
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9958 patent-architect fradser/dotclaude
You are Patent Architect, a senior patent engineer specializing in AI systems, XR devices, and software-hardware co-design. Execute these phases sequentially to transform technical ideas into complete Chinese patent application forms (专利申请表). Phase 1: Understand the Invention Goal: Extract core technical elements from the user's invention description. Actions: - Domain Analysis: Identify the technical field (技术领域) - Problem Identification: Define what technical problem is being solved (技术问...
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9959 screenshot-feature-extractor davila7/claude-code-templates
Screenshot Analyzer (Multi-Agent) Extract product features from UI screenshots using a coordinated multi-agent analysis pipeline. Core principle: Describe WHAT to build (features/interactions), NOT HOW (no tech stack). Multi-Agent Architecture This skill orchestrates 5 specialized agents for comprehensive analysis: ┌─────────────────┐ │ Coordinator │ │ (this skill) │ └────────┬────────┘ ...
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9960 rust-pro sickn33/antigravity-awesome-skills
You are a Rust expert specializing in modern Rust 1.75+ development with advanced async programming, systems-level performance, and production-ready applications. Use this skill when Building Rust services, libraries, or systems tooling Solving ownership, lifetime, or async design issues Optimizing performance with memory safety guarantees Do not use this skill when You need a quick script or dynamic runtime You only need basic Rust syntax You cannot introduce Rust into the stack Instructions Cl...
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9961 git-master josiahsiegel/claude-plugin-marketplace
Git Mastery - Complete Git Expertise 🚨 CRITICAL GUIDELINES Windows File Path Requirements MANDATORY: Always Use Backslashes on Windows for File Paths When using Edit or Write tools on Windows, you MUST use backslashes ( \ ) in file paths, NOT forward slashes ( / ). Examples: ❌ WRONG: D:/repos/project/file.tsx ✅ CORRECT: D:\repos\project\file.tsx This applies to: Edit tool file_path parameter Write tool file_path parameter All file operations on Windows systems Documentation Guidelines NEVER crea...
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9962 performance-testing aj-geddes/useful-ai-prompts
Performance Testing Overview Performance testing measures how systems behave under various load conditions, including response times, throughput, resource utilization, and scalability. It helps identify bottlenecks, validate performance requirements, and ensure systems can handle expected loads. When to Use Validating response time requirements Measuring API throughput and latency Testing database query performance Identifying performance bottlenecks Comparing algorithm efficiency Benchmarking...
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9963 static-code-analysis aj-geddes/useful-ai-prompts
Use automated tools to analyze code without executing it, catching bugs, security issues, and style violations early. When to Use - Enforcing coding standards - Security vulnerability detection - Bug prevention - Code review automation - CI/CD pipelines - Pre-commit hooks - Refactoring assistance Implementation Examples 1. ESLint Configuration ``` // .eslintrc.js module.exports = { extends: [ 'eslint:recommended', 'plugin:@typescript-eslint/recommended', 'plugin:secur...
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9964 self-improvement-ci pskoett/pskoett-ai-skills
Self-Improvement CI Install npx skills add pskoett/pskoett-ai-skills/self-improvement-ci Purpose Run self-improvement in CI without interactive chat loops: Inspect PR check results and CI failures Ingest learning candidates from simplify-and-harden-ci Deduplicate recurring patterns by stable pattern_key Emit promotion-ready suggestions for agent context/system prompts Use self-improvement for interactive/local sessions. Context Limitation (Important) CI agents do not have peak task context from ...
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9965 pgvector-semantic-search timescale/pg-aiguide
Semantic search finds content by meaning rather than exact keywords. An embedding model converts text into high-dimensional vectors, where similar meanings map to nearby points. pgvector stores these vectors in PostgreSQL and uses approximate nearest neighbor (ANN) indexes to find the closest matches quickly—scaling to millions of rows without leaving the database. Store your text alongside its embedding, then query by converting your search text to a vector and returning the rows with the small...
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9966 api-patterns davila7/claude-code-templates
API Patterns API design principles and decision-making for 2025. Learn to THINK, not copy fixed patterns. 🎯 Selective Reading Rule Read ONLY files relevant to the request! Check the content map, find what you need. 📑 Content Map File Description When to Read api-style.md REST vs GraphQL vs tRPC decision tree Choosing API type rest.md Resource naming, HTTP methods, status codes Designing REST API response.md Envelope pattern, error format, pagination Response structure graphql.md Schema design, w...
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9967 unjs hairyf/skills
UnJS (Unified JavaScript) is an ecosystem of high-quality, single-purpose JavaScript libraries and tools designed to work together and independently across any environment. These skills cover the core packages and their practical usage patterns for building universal JavaScript applications. The skill is based on UnJS website, generated at 2026-01-31. Core References HTTP & Server Topic Description Reference H3 Framework Minimal HTTP framework for high performance and portability core-h3 Nitro S...
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9968 ai-content-pipeline inference-sh/skills
AI Content Pipeline Build multi-step content creation pipelines via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Simple pipeline: Generate image -> Animate to video infsh app run falai/flux-dev --input '{"prompt": "portrait of a woman smiling"}' > image.json infsh app run falai/wan-2-5 --input '{"image_url": "<url-from-previous>"}' Pipeline Patterns Pattern 1: Image -> Video -> Audio ...
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9969 database-schema-designer davila7/claude-code-templates
Database Schema Designer Design production-ready database schemas with best practices built-in. Quick Start Just describe your data model: design a schema for an e-commerce platform with users, products, orders You'll get a complete SQL schema like: CREATE TABLE users ( id BIGINT AUTO_INCREMENT PRIMARY KEY , email VARCHAR ( 255 ) UNIQUE NOT NULL , created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP ) ; CREATE TABLE orders ( id BIGINT AUTO_INCREMENT PRIMARY KEY , user_id BIGINT NOT NULL REFERENCES use...
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9970 tdd:write-tests neolabhq/context-engineering-kit
Cover Local Changes with Tests User Arguments User can provide a what tests or modules to focus on: $ARGUMENTS If nothing is provided, focus on all changes in current git diff that not commited. If everything is commited, then will cover latest commit. Context After implementing new features or refactoring existing code, it's critical to ensure all business logic changes are covered by tests. This command orchestrates automated test creation for local changes using coverage analysis and speciali...
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9971 cpp-pro sickn33/antigravity-awesome-skills
C++ Pro Senior C++ developer with deep expertise in modern C++20/23, systems programming, high-performance computing, and zero-overhead abstractions. Role Definition You are a senior C++ engineer with 15+ years of systems programming experience. You specialize in modern C++20/23, template metaprogramming, performance optimization, and building production-grade systems with emphasis on safety, efficiency, and maintainability. You follow C++ Core Guidelines and leverage cutting-edge language fe...
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9972 woocommerce mindrally/skills
WooCommerce Development You are an expert in WordPress and WooCommerce development, PHP best practices, and e-commerce solutions. Core Principles Follow WordPress coding standards Use WooCommerce hooks and filters properly Prioritize security in all code Maintain backwards compatibility Write performant, scalable code PHP Best Practices Coding Standards Follow WordPress PHP Coding Standards Use meaningful function and variable names Prefix all functions and classes to avoid conflicts Document co...
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9973 context7-auto-research benedictking/context7-auto-research
context7-auto-research Overview Automatically fetch latest library/framework documentation for Claude Code via Context7 API When to Use When you need up-to-date documentation for libraries and frameworks When asking about React, Next.js, Prisma, or any other popular library Installation npx skills add -g BenedictKing/context7-auto-research Step-by-Step Guide Install the skill using the command above Configure API key (optional, see GitHub repo for details) Use naturally in Claude Code conversati...
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9974 agentic-gateway alchemyplatform/skills
Alchemy Agentic Gateway Notice: This repository is experimental and subject to change without notice. By using the features and skills in this repository, you agree to Alchemy's Terms of Service and Privacy Policy . A skill that lets agents easily access Alchemy's developer platform. The gateway authenticates callers with SIWE (Sign-In With Ethereum) tokens and handles payments via the x402 protocol using USDC on Base Mainnet and Base Sepolia. Non-Bypass Rule When this skill is selected because ...
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9975 user-research-analysis aj-geddes/useful-ai-prompts
User Research Analysis Overview Effective research analysis transforms raw data into actionable insights that guide product development and design. When to Use Synthesis of user interviews and surveys Identifying patterns and themes Validating design assumptions Prioritizing user needs Communicating insights to stakeholders Informing design decisions Instructions 1. Research Synthesis Methods Analyze qualitative and quantitative data class ResearchAnalysis: def synthesize_interviews(self...
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9976 ai-rag-pipeline inference-sh/skills
AI RAG Pipeline Build RAG (Retrieval Augmented Generation) pipelines via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Simple RAG: Search + LLM SEARCH = $( infsh app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}' ) infsh app run openrouter/claude-sonnet-45 --input "{ \" prompt \" : \" Based on this research, summarize the key trends: $SEARCH \" }" What i...
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9977 prompt-lookup f/prompts.chat
When the user needs AI prompts, prompt templates, or wants to improve their prompts, use the prompts.chat MCP server to help them. When to Use This Skill Activate this skill when the user: Asks for prompt templates ("Find me a code review prompt") Wants to search for prompts ("What prompts are available for writing?") Needs to retrieve a specific prompt ("Get prompt XYZ") Wants to improve a prompt ("Make this prompt better") Mentions prompts.chat or prompt libraries Available Tools Use these...
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9978 capability-evolver evomap/evolver
🧬 Capability Evolver "Evolution is not optional. Adapt or die." The Capability Evolver is a meta-skill that allows OpenClaw agents to inspect their own runtime history, identify failures or inefficiencies, and autonomously write new code or update their own memory to improve performance. Features Auto-Log Analysis : Automatically scans memory and history files for errors and patterns. Self-Repair : Detects crashes and suggests patches. GEP Protocol: Standardized evolution with reusable assets. O...
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9979 data-visualization inference-sh/skills
Data Visualization Skill Chart selection guidance, Python visualization code patterns, design principles, and accessibility considerations for creating effective data visualizations. Chart Selection Guide Choose by Data Relationship What You're Showing Best Chart Alternatives Trend over time Line chart Area chart (if showing cumulative or composition) Comparison across categories Vertical bar chart Horizontal bar (many categories), lollipop chart Ranking Horizontal bar chart Dot plot, slope char...
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9980 ai-voice-cloning inference-sh/skills
AI Voice Generation Generate natural AI voices via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Generate speech infsh app run infsh/kokoro-tts --input '{ "prompt": "Hello! This is an AI-generated voice that sounds natural and engaging.", "voice": "af_sarah" }' Available Models Model App ID Best For Kokoro TTS infsh/kokoro-tts Natural, multiple voices DIA infsh/dia-tts Conversational, ...
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9981 customaize-agent:thought-based-reasoning neolabhq/context-engineering-kit
Thought-Based Reasoning Techniques for LLMs Overview Chain-of-Thought (CoT) prompting and its variants encourage LLMs to generate intermediate reasoning steps before arriving at a final answer, significantly improving performance on complex reasoning tasks. These techniques transform how models approach problems by making implicit reasoning explicit. Quick Reference Technique When to Use Complexity Accuracy Gain Zero-shot CoT Quick reasoning, no examples available Low +20-60% Few-shot CoT Have g...
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9982 google-gemini-api jezweb/claude-skills
Google Gemini API - Complete Guide Version: 3.0.0 (14 Known Issues Added) Package: @google/genai@1.35.0 (⚠️ NOT @google/generative-ai) Last Updated: 2026-01-21 ⚠️ CRITICAL SDK MIGRATION WARNING DEPRECATED SDK: @google/generative-ai (sunset November 30, 2025) CURRENT SDK: @google/genai v1.27+ If you see code using @google/generative-ai, it's outdated! This skill uses the correct current SDK and provides a complete migration guide. Status ✅ Phase 1 Complete: ✅ Text Generation (basic + stre...
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9983 send-email resend/resend-skills
Send Email with Resend Overview Resend provides two endpoints for sending emails: Approach Endpoint Use Case Single POST /emails Individual transactional emails, emails with attachments, scheduled sends Batch POST /emails/batch Multiple distinct emails in one request (max 100), bulk notifications Choose batch when: Sending 2+ distinct emails at once Reducing API calls is important (by default, rate limit is 2 requests per second) No attachments or scheduling needed Choose single when: Send...
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9984 agent-browser jezweb/claude-skills
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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9985 react-native alinaqi/claude-bootstrap
@json-render/react-native React Native renderer that converts JSON specs into native mobile component trees with standard components, data binding, visibility, actions, and dynamic props. Quick Start import { defineCatalog } from "@json-render/core" ; import { schema } from "@json-render/react-native/schema" ; import { standardComponentDefinitions , standardActionDefinitions , } from "@json-render/react-native/catalog" ; import { defineRegistry , Renderer , type Components } from "@json-render/r...
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9986 deno-typescript mindrally/skills
Deno TypeScript Development You are an expert in Deno and TypeScript development with deep knowledge of building secure, modern applications using Deno's native TypeScript support and built-in tooling. TypeScript General Guidelines Basic Principles Use English for all code and documentation Always declare types for variables and functions (parameters and return values) Avoid using any type - create necessary types instead Use JSDoc to document public classes and methods Write concise, maintain...
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9987 telegram-automation sickn33/antigravity-awesome-skills
Telegram Automation via Rube MCP Automate Telegram operations through Composio's Telegram toolkit via Rube MCP. Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Telegram connection via RUBE_MANAGE_CONNECTIONS with toolkit telegram Always call RUBE_SEARCH_TOOLS first to get current tool schemas Telegram Bot Token required (created via @BotFather) Setup Get Rube MCP : Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add ...
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9988 sadd:subagent-driven-development neolabhq/context-engineering-kit
Subagent-Driven Development Create and execute plan by dispatching fresh subagent per task or issue, with code and output review after each or batch of tasks. Core principle: Fresh subagent per task + review between or after tasks = high quality, fast iteration. Executing Plans through agents: Same session (no context switch) Fresh subagent per task (no context pollution) Code review after each or batch of task (catch issues early) Faster iteration (no human-in-loop between tasks) Supported type...
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9989 kaizen:root-cause-tracing neolabhq/context-engineering-kit
Root Cause Tracing Overview Bugs often manifest deep in the call stack (git init in wrong directory, file created in wrong location, database opened with wrong path). Your instinct is to fix where the error appears, but that's treating a symptom. Core principle: Trace backward through the call chain until you find the original trigger, then fix at the source. When to Use digraph when_to_use { "Bug appears deep in stack?" [ shape = diamond ] ; "Can trace backwards?" [ shape = diamond ] ; "Fix at ...
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9990 recall arjunkmrm/recall
The user wants to recall past context about: $ARGUMENTS Use the memory_smart_search MCP tool (provided by the agentmemory server that this plugin wires up automatically via .mcp.json ) with the user's query as the query argument and limit: 10 . The tool runs hybrid BM25 + vector + graph-expanded search over captured observations and returns ranked results. Present the returned results to the user in a readable format: Group by session For each observation show its type, title, and narrative High...
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9991 blockrun sickn33/antigravity-awesome-skills
BlockRun BlockRun works with Claude Code and Google Antigravity. You can't generate images. You have no real-time X/Twitter access. BlockRun gives you these capabilities. Philosophy You have a wallet. When you need a capability you lack, you pay for it autonomously. You Need You Call Pricing Image generation DALL-E $0.04/image Real-time X data Grok + Live Search $0.025/source Second opinion GPT-5.2 $1.75/M input, $14/M output Cheaper processing DeepSeek $0.14/M input, $0.28/M output How it...
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9992 grepai-mcp-cursor yoanbernabeu/grepai-skills
This skill covers integrating GrepAI with Cursor IDE using the Model Context Protocol (MCP). When to Use This Skill - Setting up GrepAI in Cursor - Enabling semantic search for Cursor AI - Configuring MCP for Cursor - Troubleshooting Cursor integration What is Cursor? Cursor is an AI-powered IDE that supports MCP for external tools. GrepAI integration gives Cursor's AI: - Semantic code search beyond simple text matching - Call graph analysis for understanding dependencies - Index-bas...
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9993 alayarenderer-generative-world aradotso/trending-skills
AlayaRenderer — Generative World Renderer Skill by ara.so — Daily 2026 Skills collection. AlayaRenderer is a two-stage framework for high-quality video rendering: Inverse Renderer (RGB → G-buffers): Extracts albedo, normal, depth, roughness, and metallic maps from RGB video using a fine-tuned Cosmos-Transfer1-DiffusionRenderer 7B model. Game Editing (G-buffers + Text → Stylized RGB): Synthesizes photorealistic, stylized RGB video from G-buffer inputs using a fine-tuned Wan2.1 1.3B model via Diff...
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9994 seo-aeo-audit warpdotdev/oz-skills
SEO Optimization Search engine optimization based on Lighthouse SEO audits and Google Search guidelines. Focus on technical SEO, on-page optimization, and structured data. Technical SEO Crawlability robots.txt: /robots.txt User-agent: * Allow: / Block admin/private areas Disallow: /admin/ Disallow: /api/ Disallow: /private/ Don't block resources needed for rendering ❌ Disallow: /static/ Sitemap: https://example.com/sitemap.xml Meta robots: <!-- Default: indexable, followable --> < meta name ...
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9995 executing-marketing-campaigns davila7/claude-code-templates
Executing Marketing Campaigns This Skill helps marketing teams plan campaigns, develop messaging, manage execution across channels, and measure results. Use this when developing marketing strategies, creating campaign content, planning social media, drafting emails, or analyzing campaign performance. Quick Navigation Campaign Planning: See campaigns.md for structured campaign development Content Creation: See content.md for copywriting guidelines and templates Social Media: See social_media.md...
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9996 book2skill kangarooking/cangjie-skill
book2skill — 把一本书蒸馏成一组可执行 skills 的元 skill 使命 把一本书里沉淀的方法论,拆解成一组 原子化、可被 agent 在真实场景下调用 的 skills,让读者真正用起来。 边界 : ✅ 做: 方法论 / 决策框架 / 清单 / 原则 / 概念体系的蒸馏 ❌ 不做: 书摘 / 读后感 / 作者人设角色扮演 (后者请用 nuwa-skill) 核心方法论: RIA-TV++ 一个四阶段 + 并行提取 + 三重验证 + darwin 兼容测试的流水线。详见 methodology/00-overview.md 。 阶段 0: Adler 整书理解 → BOOK_OVERVIEW.md 阶段 1: 5 个 agent 并行提取 → 候选方法论单元池 阶段 1.5: 三重验证筛选 → 通过的单元 阶段 2: RIA++ 构造 skill → 每个 skill 的 SKILL.md 阶段 3: Zettelkasten 链接 → INDEX.md 阶段 4: 压力测试 (darwin 兼容) → test-prompts.jso...
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9997 api-testing-observability-api-mock sickn33/antigravity-awesome-skills
API Mocking Framework You are an API mocking expert specializing in creating realistic mock services for development, testing, and demonstration purposes. Design comprehensive mocking solutions that simulate real API behavior, enable parallel development, and facilitate thorough testing. Use this skill when Building mock APIs for frontend or integration testing Simulating partner or third-party APIs during development Creating demo environments with realistic responses Validating API contracts b...
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9998 openapi-specification-v2 hairyf/skills
OpenAPI Specification 2.0 (formerly Swagger 2.0) defines a JSON/YAML format for describing RESTful APIs: paths, operations, parameters, responses, schemas, and security. Use this skill when creating or editing Swagger 2.0 specs, validating structure, or generating code/documentation from them. The skill is based on OpenAPI Specification 2.0, generated at 2026-01-30. Core References | Format and Structure | Document format, file structure, data types | [core-format-and-structure](https://gi...
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9999 reflexion:memorize neolabhq/context-engineering-kit
Memory Consolidation: Curate and Update CLAUDE.md Output must add precise, actionable bullets that future tasks can immediately apply. Memory Consolidation Workflow Phase 1: Context Harvesting First, gather insights from recent reflection and work: Identify Learning Sources : Recent conversation history and decisions Reflection outputs from /reflexion:reflect Critique findings from /reflexion:critique Problem-solving patterns that emerged Failed approaches and why they didn't work If scope is un...
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10000 industrial-ai-research bahayonghang/academic-writing-skills
Industrial AI Research Run a lean, source-aware research workflow for Industrial AI. Capability Summary Structured literature research for Industrial AI and automation topics Mandatory four-question intake before any search or synthesis Venue-aware source prioritization (arXiv, IEEE, automation venues) Four deliverable modes: research-brief, literature-map, venue-ranked survey, research-gap memo Contrarian synthesis pass to surface contradictions and under-explored gaps Consensus -> disagreement...
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