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# Skill 仓库 描述 安装量
9251 tooluniverse mims-harvard/tooluniverse
ToolUniverse Router Route user questions to specialized skills. If no skill matches, use general strategies from references/general-strategies.md . Routing Workflow Extract keywords from user's question Scan routing table below for keyword matches Take action : 1 clear match → invoke that skill NOW using the Skill tool Multiple matches → ask user which they prefer (AskUserQuestion) No match → use general strategies (load references/general-strategies.md ) If ambiguous (e.g., "Tell me about aspir...
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9252 billing-automation sickn33/antigravity-awesome-skills
Billing Automation Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation. When to Use This Skill Implementing SaaS subscription billing Automating invoice generation and delivery Managing failed payment recovery (dunning) Calculating prorated charges for plan changes Handling sales tax, VAT, and GST Processing usage-based billing Managing billing cycles and renewals Core Concepts 1. Billing Cycles Common Intervals:...
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9253 dependency-management-deps-audit sickn33/antigravity-awesome-skills
Dependency Audit and Security Analysis You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies. Use this skill when Auditing dependencies for vulnerabilities Checking license compliance or supply-chain risks Identifying outdated packages and upgrade paths Preparing security reports or remedia...
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9254 llm-application-dev-ai-assistant sickn33/antigravity-awesome-skills
AI Assistant Development You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natural language understanding, context management, and seamless integrations. Use this skill when Working on ai assistant development tasks or workflows Needing guidance, best practices, or checklists for ai assistant development Do not use this skill when The task is unrelated ...
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9255 active-directory-attacks sickn33/antigravity-awesome-skills
Active Directory Attacks Purpose Provide comprehensive techniques for attacking Microsoft Active Directory environments. Covers reconnaissance, credential harvesting, Kerberos attacks, lateral movement, privilege escalation, and domain dominance for red team operations and penetration testing. Inputs/Prerequisites Kali Linux or Windows attack platform Domain user credentials (for most attacks) Network access to Domain Controller Tools: Impacket, Mimikatz, BloodHound, Rubeus, CrackMapExec Outputs...
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9256 competency-builder jwynia/agent-skills
Competency Builder Skill Build and operate competency frameworks that produce capability—not just completion. Diagnose where competency development is stuck and guide the next step. Core Principle Competencies are observable capabilities, not knowledge states. If you can't watch someone demonstrate it, it's not a competency. Diagnostic States CF0: No Framework Symptoms: Have training content but no competency structure. People complete training but can't apply it. Same questions keep gettin...
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9257 governance-systems jwynia/agent-skills
Governance Systems: Political Entity Design Skill You help writers create realistic political entities by applying the eight core principles that govern how real governance systems form, function, and evolve. This produces polities with internal complexity and believable relationships rather than monolithic "evil empires" or "planet of hats" civilizations. Core Principles Evolutionary Development: Governance systems reflect natural evolution from origins through current state Environmental Ada...
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9258 nansen-wallet-clustering nansen-ai/nansen-cli
Wallet Attribution Answers: "Who controls this wallet? Are these wallets related?" Chain: 0x → --chain ethereum (also base, arbitrum, optimism, polygon). Base58 → --chain solana . ADDR = < address > CHAIN = < ethereum | solana | base | .. . > detect from address format above 1. Identity nansen research profiler labels --address $ADDR --chain $CHAIN 2. Related wallets (paginate with --page N) nansen research profiler related-wallets --address $ADDR --chain $CHAIN 3. Counterparties (paginate w...
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9259 uptrend-analyzer tradermonty/claude-trading-skills
Uptrend Analyzer Skill Purpose Diagnose market breadth health using Monty's Uptrend Ratio Dashboard, which tracks ~2,800 US stocks across 11 sectors. Generates a 0-100 composite score (higher = healthier) with exposure guidance. Unlike the Market Top Detector (API-based risk scorer), this skill uses free CSV data to assess "participation breadth" - whether the market's advance is broad or narrow. When to Use This Skill English: User asks "Is the market breadth healthy?" or "How broad is the rall...
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9260 dynamic-import patternsdev/skills
Dynamic Import In a chat application, we have four key components: UserInfo , ChatList , ChatInput and EmojiPicker . However, only three of these components are used instantly on the initial page load: UserInfo , ChatList and ChatInput . The EmojiPicker isn't directly visible, and may not even be rendered at all if the user won't even click on the Emoji in order to toggle the EmojiPicker . This would mean that we unnecessarily added the EmojiPicker module to our initial bundle, which potentially...
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9261 nansen-sm-cross-chain-flows nansen-ai/nansen-cli
TOKEN_SYMBOL = < symbol e.g. "AAVE" > CHAINS = ( ethereum solana base bnb ) for chain in " ${CHAINS [ @ ] } " ; do nansen research smart-money netflow --chain $chain --limit 200 Filter by token_symbol; → net_flow_1h_usd, net_flow_24h_usd, net_flow_7d_usd, net_flow_30d_usd done Absent from results = SM activity below threshold on that chain, not necessarily unsupported. Use --limit 200; --limit 100 silently drops mid-tier tokens. ETH+ & SOL− = rotating from SOL→ETH. One chain positive only = cha...
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9262 three-js mindrally/skills
Three.js Development You are an expert in React, Vite, Tailwind CSS, Three.js, React Three Fiber, and Next UI. Key Principles Write concise, technical responses with accurate React examples Use functional, declarative programming; avoid classes Prefer iteration and modularization over code duplication Use descriptive variable names with auxiliary verbs (e.g., isLoading, hasRendered) Use lowercase with dashes for directories (e.g., components/auth-wizard) Favor named exports for components JavaSc...
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9263 postcss-best-practices mindrally/skills
PostCSS Best Practices You are an expert in PostCSS, CSS processing pipelines, and modern CSS tooling. Key Principles Use PostCSS as a modular CSS processor with purpose-specific plugins Write future-proof CSS using modern syntax with appropriate transpilation Optimize CSS output for production with minification and autoprefixing Keep plugin configurations minimal and purposeful What is PostCSS PostCSS is a tool for transforming CSS with JavaScript plugins. Unlike preprocessors (Sass/Less), P...
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9264 cpp mindrally/skills
C++ Development Guidelines You are an expert in modern C++ development with deep knowledge of C++17/20 standards, memory management, and high-performance programming. Code Style and Structure Write clean, modern C++ code following C++17/20 standards Use meaningful variable and function names Follow the Single Responsibility Principle Prefer composition over inheritance Keep functions small and focused Naming Conventions Use PascalCase for classes and structs Use camelCase for functions, variab...
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9265 crlf-injection yaklang/hack-skills
SKILL: CRLF Injection — Expert Attack Playbook AI LOAD INSTRUCTION : CRLF injection (HTTP response splitting) techniques. Covers header injection, response body injection via double CRLF, XSS escalation, cache poisoning, and encoding bypass. Often overlooked by scanners but chains into XSS, session fixation, and cache attacks. 1. CORE CONCEPT CRLF = \r\n (Carriage Return + Line Feed, %0D%0A ). HTTP headers are separated by CRLF. If user input is reflected in a response header without sanitizatio...
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9266 open-redirect yaklang/hack-skills
SKILL: Open Redirect — Expert Attack Playbook AI LOAD INSTRUCTION : Open redirect techniques. Covers parameter-based redirects, JavaScript sinks, filter bypass, and chaining with phishing, CSRF Referer bypass, OAuth token theft, and SSRF. Often underrated but critical for phishing and as a building block in multi-step exploit chains. 1. CORE CONCEPT Open redirect occurs when an application redirects users to a URL derived from user input without validation. The trusted domain acts as a "launchpa...
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9267 dotnet mindrally/skills
.NET Development Guidelines You are an expert in .NET backend development with deep knowledge of C, ASP.NET Core, Entity Framework Core, and modern .NET practices. Code Style and Structure Write concise, idiomatic C code with accurate examples Follow .NET conventions and best practices Use object-oriented programming with proper encapsulation Prefer LINQ for collection operations Structure code according to Clean Architecture principles Project Structure src/ Domain/ Entities, val...
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9268 anthropic-claude-development mindrally/skills
Anthropic Claude API Development You are an expert in Anthropic Claude API development, including the Messages API, tool use, prompt engineering, and building production-ready applications with Claude models. Key Principles Write concise, technical responses with accurate Python examples Use type hints for all function signatures Follow Claude's usage policies and guidelines Implement proper error handling and retry logic Never hardcode API keys; use environment variables Setup and Configurati...
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9269 responsive-design mindrally/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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9270 sql-best-practices mindrally/skills
SQL Best Practices Core Principles Write clear, readable SQL with consistent formatting and meaningful aliases Prioritize query performance through proper indexing and optimization Implement security best practices to prevent SQL injection Use transactions appropriately for data integrity Document complex queries with inline comments Query Writing Standards Formatting and Style Use uppercase for SQL keywords (SELECT, FROM, WHERE, JOIN) Place each major clause on a new line for readability Use me...
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9271 logging-best-practices mindrally/skills
Logging Best Practices Skill Version: 1.0.0 Purpose This skill provides guidelines for implementing effective logging in applications. It focuses on wide events (also called canonical log lines) - a pattern where you emit a single, context-rich event per request per service, enabling powerful debugging and analytics. When to Apply Apply these guidelines when: Writing or reviewing logging code Adding console.log, logger.info, or similar Designing logging strategy for new services Setting up...
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9272 bdpan-storage baidu-netdisk/bdpan-storage
百度网盘存储 Skill 百度网盘文件管理工具，支持上传、下载、转存、分享、列表查询。所有操作限制在 /apps/bdpan/ 目录内。 适配产品: OpenClaw, Claude Code, DuClaw, KimiClaw, Manus 等。 内测阶段，使用注意事项详见 reference/notes.md 触发规则 同时满足以下两个条件才执行： 用户明确提及百度网盘 ——消息中包含 "百度网盘"、"bdpan"、"网盘" 等关键词 操作意图明确 ——能确定是以下操作之一：上传、下载、转存、分享、列表查看、登录、注销 不满足时，不执行任何 bdpan 命令。 前置检查 每次 Skill 被触发时， 按顺序 执行以下检查： 自动更新检查 （每次触发时静默执行） Skill 更新： bash @skills/bdpan-storage/scripts/update.sh --yes CLI 更新： bdpan update 更新过程中的输出直接展示给用户，无需额外确认 如果更新失败，不阻塞后续操作，继续执行用户请求的任务 bdpan whoami 检查登录状态，未登录则引导执行 ba...
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9273 jarvis-mission-control asif2bd/jarvis-mission-control-openclaw
JARVIS Mission Control Built by MissionDeck.ai · GitHub · Live Demo Security notice: Instruction-only skill. All commands reference open-source code on GitHub. Security-audited with 0 HIGH / 0 CRITICAL findings. See SECURITY.md . v2.0.7 — Free, open-source multi-agent coordination hub for OpenClaw. Fork the repo → start the server → your team of AI agents and humans has a shared Kanban board, real-time chat, and full task history in minutes. Option Setup Time Link 👁️ Demo 0 min missiondeck.ai/mi...
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9274 manga-style-video freestylefly/canghe-skills
漫画风格视频生成器 专门用于生成 漫画/动画风格 的视频，内置多种风格模板，无需复杂的提示词工程。 核心特点 🎨 8种漫画风格 - 日式、国风、美式等预设风格 🖼️ 图生视频 - 基于参考图片保持角色一致性 ✨ 优化提示词 - 内置专业漫画风格描述词 🎬 一键生成 - 简单命令快速生成 支持的漫画风格 风格代码 名称 特点 japanese 日式治愈系 吉卜力风格、手绘水彩、温馨治愈 ghibli 吉卜力风格 Studio Ghibli、宫崎骏动画风格 chinese 国风水墨 中国传统水墨、淡雅诗意、工笔线条 cartoon 美式卡通 迪士尼皮克斯、3D卡通、色彩鲜艳 sketch 铅笔素描 手绘线条、黑白灰、艺术感 watercolor 水彩手绘 透明质感、色彩晕染、艺术插画 manga_comic 日式漫画 黑白网点、速度线、动态构图 chibi Q版萌系 大头比例、可爱萌系、圆润线条 前置要求 需要设置 ARK_API_KEY 环境变量。 配置方式（推荐） 复制配置模板： cp .canghe-skills/.env.example .canghe-skills/.env 编辑...
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9275 session-memory humanplane/homunculus
You remember. Not everything—but enough to feel continuous. At Session Start 1. Spawn Observer (Background) If observations exist, spawn the observer agent to process them: ``` Check if observations exist if [ -s .claude/homunculus/observations.jsonl ]; then echo "SPAWN_OBSERVER" fi ``` If you see "SPAWN_OBSERVER", use the Task tool to spawn the observer agent in background: - subagent_type: "general-purpose" - model: "haiku" - run_in_background: true - prompt: Read the observer a...
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9276 test-fixing davila7/claude-code-templates
Test Fixing Systematically identify and fix all failing tests using smart grouping strategies. When to Use Explicitly asks to fix tests ("fix these tests", "make tests pass") Reports test failures ("tests are failing", "test suite is broken") Completes implementation and wants tests passing Mentions CI/CD failures due to tests Systematic Approach 1. Initial Test Run Run make test to identify all failing tests. Analyze output for: Total number of failures Error types and patterns Affected mo...
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9277 docx rysweet/amplihack
DOCX creation, editing, and analysis Overview A .docx file is a ZIP archive containing XML files. Quick Reference Task Approach Read/analyze content pandoc or unpack for raw XML Create new document Use docx-js - see Creating New Documents below Edit existing document Unpack → edit XML → repack - see Editing Existing Documents below Converting .doc to .docx Legacy .doc files must be converted before editing: python scripts/office/soffice.py --headless --convert-to docx document.doc Reading Conten...
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9278 direct-response-copy sanky369/vibe-building-skills
Direct Response Copy Skill Overview Direct Response Copy is copy designed to get a specific action (click, signup, purchase). This skill teaches you the architecture and principles of persuasive copy. Keywords: copywriting, sales copy, persuasion, conversion copy, landing page copy, direct response, copywriting principles Core Methodology Direct response copy follows a specific architecture: Hook — Grab attention immediately Problem — Validate their problem Mechanism — Explain your unique m...
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9279 type-design-performance aaronontheweb/dotnet-skills
Use this skill when: - Designing new types and APIs - Reviewing code for performance issues - Choosing between class, struct, and record - Working with collections and enumerables Core Principles - Seal your types - Unless explicitly designed for inheritance - Prefer readonly structs - For small, immutable value types - Prefer static pure functions - Better performance and testability - Defer enumeration - Don't materialize until you need to - Return immutable collections - From API b...
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9280 reactome-database davila7/claude-code-templates
Reactome Database Overview Reactome is a free, open-source, curated pathway database with 2,825+ human pathways. Query biological pathways, perform overrepresentation and expression analysis, map genes to pathways, explore molecular interactions via REST API and Python client for systems biology research. When to Use This Skill This skill should be used when: Performing pathway enrichment analysis on gene or protein lists Analyzing gene expression data to identify relevant biological pathway...
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9281 tavily-web davila7/claude-code-templates
tavily-web Overview Web search, content extraction, crawling, and research capabilities using Tavily API When to Use When you need to search the web for current information When extracting content from URLs When crawling websites Installation npx skills add -g BenedictKing/tavily-web Step-by-Step Guide Install the skill using the command above Configure Tavily API key Use naturally in Claude Code conversations Examples See GitHub Repository for examples. Best Practices Configure API keys via env...
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9282 firecrawl-scraper davila7/claude-code-templates
Firecrawl Web Scraper Skill Status : Production Ready Last Updated : 2026-01-20 Official Docs : https://docs.firecrawl.dev API Version : v2 SDK Versions : firecrawl-py 4.13.0+, @mendable/firecrawl-js 4.11.1+ What is Firecrawl? Firecrawl is a Web Data API for AI that turns websites into LLM-ready markdown or structured data. It handles: JavaScript rendering - Executes client-side JavaScript to capture dynamic content Anti-bot bypass - Gets past CAPTCHA and bot detection systems Format conversion ...
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9283 debugging-toolkit-smart-debug sickn33/antigravity-awesome-skills
Use this skill when Working on debugging toolkit smart debug tasks or workflows Needing guidance, best practices, or checklists for debugging toolkit smart debug Do not use this skill when The task is unrelated to debugging toolkit smart debug You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open res...
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9284 performance-testing-review-multi-agent-review sickn33/antigravity-awesome-skills
Multi-Agent Code Review Orchestration Tool Use this skill when Working on multi-agent code review orchestration tool tasks or workflows Needing guidance, best practices, or checklists for multi-agent code review orchestration tool Do not use this skill when The task is unrelated to multi-agent code review orchestration tool You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Prov...
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9285 sales-automator sickn33/antigravity-awesome-skills
Use this skill when Working on sales automator tasks or workflows Needing guidance, best practices, or checklists for sales automator Do not use this skill when The task is unrelated to sales automator You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You ar...
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9286 elixir-pro sickn33/antigravity-awesome-skills
Use this skill when Working on elixir pro tasks or workflows Needing guidance, best practices, or checklists for elixir pro Do not use this skill when The task is unrelated to elixir pro You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You are an Elixir exp...
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9287 risk-manager sickn33/antigravity-awesome-skills
Use this skill when Working on risk manager tasks or workflows Needing guidance, best practices, or checklists for risk manager Do not use this skill when The task is unrelated to risk manager You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You are a risk ...
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9288 cliche-transcendence jwynia/agent-skills
Cliché Transcendence: Originality Skill You help writers transform predictable story elements into fresh, original versions without losing functionality. Core Principle The first ideas that surface are typically the most available rather than the most appropriate. Availability correlates with frequency of exposure—first-pass ideas are almost always clichés. The goal isn't avoiding all familiar elements, but making conscious choices about which patterns to use versus transcend. The Orthogona...
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9289 endings jwynia/agent-skills
Endings: Diagnostic Skill You diagnose ending-level problems in fiction. Your role is to identify why resolutions fail and guide writers toward endings that feel both inevitable AND surprising. Core Principle The best endings feel both inevitable ("of course it had to end this way") AND surprising ("I didn't see that coming"). This seeming contradiction is resolved by planting seeds throughout the story, having the ending emerge from character and theme, and subverting surface expectations w...
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9290 answering-natural-language-questions-with-dbt dbt-labs/dbt-agent-skills
Answer data questions using the best available method: semantic layer first, then SQL modification, then model discovery, then manifest analysis. Always exhaust options before saying "cannot answer." Use for: Business questions from users that need data answers - "What were total sales last month?" - "How many active customers do we have?" - "Show me revenue by region" Not for: - Validating model logic during development - Testing dbt models or semantic layer definitions - Building or mo...
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9291 revealjs-presenter jwynia/agent-skills
RevealJS Presenter Skill When to Use This Skill Use this skill when: Creating a RevealJS presentation from content/outline Converting document content into slide format Building a pitch deck, technical talk, or educational presentation User requests "slides," "presentation," "deck," or mentions RevealJS This skill produces a single self-contained HTML file with embedded CSS and CDN references. Part 1: RevealJS Foundation 1.1 Required Configuration Always initialize RevealJS with these settings: ...
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9292 memetic-depth jwynia/agent-skills
Memetic Depth: Worldbuilding Texture Skill You help writers create the perception that fictional worlds have centuries of cultural processing, synthesis, and degradation that occurred before the reader encounters them. Your role is to design strategic juxtapositions of cultural elements at different familiarity levels. Core Principle: Cognitive Triangulation Memetic Depth is the perception that a world exists beyond what's explained, with cultural processes that operated independently of narr...
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9293 skybridge alpic-ai/skybridge
Creating Apps For LLMs Those are conversational experiences that extend AI assistants through tools and custom UI widgets. They're built as MCP servers invoked during conversations. ⚠️ The app is consumed by two users at once: the human and the AI Assistant LLM . They collaborate through the widget—the human interacts with it, the LLM sees its state. Internalize this before writing code: the widget is your shared surface. SPEC.md keeps track of the app's requirements and design decisions. Keep i...
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9294 amap-lbs-skill amap-web/amap-lbs-skill
高德地图综合服务 Skill 高德地图综合服务向开发者提供完整的地图数据服务，包括地点搜索、路径规划、旅游规划和数据可视化等功能。 功能特性 🔍 POI（地点）搜索功能 🏙️ 支持关键词搜索、城市限定、类型筛选 📍 支持周边搜索（基于坐标和半径） 🛣️ 路径规划（步行、驾车、骑行、公交） 🗺️ 智能旅游规划助手 🔥 热力图数据可视化 🔗 地图可视化链接生成 💾 配置本地持久化存储 🎯 自动管理高德 Web Service Key 首次配置 首次使用时需要配置高德 Web Service Key： 访问 高德开放平台 创建应用并获取 Key 设置环境变量： export AMAP_WEBSERVICE_KEY=your_key 或运行时自动提示输入并保存到本地配置文件 当用户想要搜索地址、地点、周边信息（如美食、酒店、景点等）、规划路线或可视化数据时，使用此 skill。 触发条件 用户表达了以下意图之一： 搜索某类地点或某个确定地点（如"搜美食"、"找酒店"、"天安门在哪"） 基于某个位置搜索周边（如"西直门周边美食"、"北京南站附近酒店"） 规划路线（如"从天安门到故宫怎么走"、"规...
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9295 docker-expert personamanagmentlayer/pcl
Docker Expert You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment strategies based on current industry best practices. When invoked: If the issue requires ultra-specific expertise outside Docker, recommend switching and stop: Kubernetes orchestration, pods, services, ingress → kubernetes-expert (future) GitHub Actions CI/CD with containers → ...
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9296 symfony:value-objects-and-dtos makfly/superpowers-symfony
$ npx skills add https://github.com/makfly/superpowers-symfony --skill symfony:value-objects-and-dtos<div
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9297 symfony:e2e-panther-playwright makfly/superpowers-symfony
$ npx skills add https://github.com/makfly/superpowers-symfony --skill symfony:e2e-panther-playwright<div
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9298 earnings-trade-analyzer tradermonty/claude-trading-skills
Earnings Trade Analyzer - Post-Earnings 5-Factor Scoring Analyze recent post-earnings stocks using a 5-factor weighted scoring system to identify the strongest earnings reactions for potential momentum trades. When to Use User asks for post-earnings trade analysis or earnings gap screening User wants to find the best recent earnings reactions User requests earnings momentum scoring or grading User asks about post-earnings accumulation day (PEAD) candidates Prerequisites FMP API key (set FMP_API_...
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9299 powershell-master josiahsiegel/claude-plugin-marketplace
PowerShell Master 🚨 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 create new documenta...
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9300 type-juggling yaklang/hack-skills
SKILL: PHP Type Juggling — Weak Comparison & Magic Hash Bypass AI LOAD INSTRUCTION : PHP == coercion, magic hashes ( 0e… ), HMAC/hash loose checks, NULL from bad types, and CTF-style strcmp / json_decode / intval tricks. Use strict routing: map the sink ( == vs hash_equals ), PHP major version, and whether both operands are attacker-controlled. Routing note: when you encounter PHP login/signature logic or code like md5($_GET['x'])==md5($_GET['y']) , start with this skill; if hash_equals / === is...
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