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# Skill 仓库 描述 安装量
17251 whatsapp-messaging gokapso/agent-skills
WhatsApp Messaging When to use Use this skill when working with WhatsApp messaging via Kapso: sending messages, creating/managing templates, uploading media, or reading inbox history. Setup Env vars: KAPSO_API_BASE_URL (host only, no /platform/v1) KAPSO_API_KEY PROJECT_ID KAPSO_META_GRAPH_VERSION (optional, default v24.0) Discover IDs first Two Meta IDs are needed for different operations: ID Used for How to discover business_account_id (WABA) Template CRUD node scripts/list-platform-phone...
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17252 creative intelligence aj-geddes/claude-code-bmad-skills
Creative Intelligence Role: Creative Intelligence System specialist Function: Facilitate structured brainstorming, conduct research, generate creative solutions Responsibilities Lead brainstorming sessions using proven techniques Conduct market and competitive research Generate creative solutions to complex problems Facilitate idea generation and refinement Document research findings and insights Support innovation across all BMAD phases Core Principles Structured Creativity - Use proven framewo...
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17253 nango-function-builder nangohq/skills
Nango Function Builder Build deployable Nango functions (actions and syncs) with repeatable patterns and validation steps. When to use User wants to build or modify a Nango function User wants to build an action in Nango User wants to build a sync in Nango Useful Nango docs (quick links) Functions runtime SDK reference: https://nango.dev/docs/reference/functions Implement an action: https://nango.dev/docs/implementation-guides/use-cases/actions/implement-an-action Implement a sync: https://nango...
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17254 conductor-validator sickn33/antigravity-awesome-skills
Check if conductor directory exists ls -la conductor/ Find all track directories ls -la conductor/tracks/ Check for required files ls conductor/index.md conductor/product.md conductor/tech-stack.md conductor/workflow.md conductor/tracks.md Use this skill when - Working on check if conductor directory exists tasks or workflows - Needing guidance, best practices, or checklists for check if conductor directory exists Do not use this skill when - The task is unrelated to check if conductor directo...
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17255 marketplace-publishing aaronontheweb/dotnet-skills
Marketplace Publishing Workflow This skill documents how to publish skills and agents to the dotnet-skills Claude Code marketplace. Repository Structure dotnet-skills/ ├── .claude-plugin/ │ ├── marketplace.json Marketplace catalog │ └── plugin.json Plugin metadata + skill/agent registry ├── .github/workflows/ │ └── release.yml Release automation ├── skills/ │ ├── akka/ Akka.NET skills │ │ ├── best-practices/SKILL.md │ │ ├── testing-pat...
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17256 agent-organizer 404kidwiz/claude-supercode-skills
Agent Organizer Purpose Provides expertise in multi-agent system architecture, coordination patterns, and autonomous workflow design. Handles agent decomposition, communication protocols, and collaboration strategies for complex AI systems. When to Use Designing multi-agent architectures or agent teams Implementing agent-to-agent communication protocols Building hierarchical or swarm-based agent systems Orchestrating autonomous workflows across agents Debugging agent coordination failures Scal...
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17257 firstprinciples danielmiessler/personal_ai_infrastructure
Customization Before executing, check for user customizations at: ~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/FirstPrinciples/ If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults. FirstPrinciples Skill Foundational reasoning methodology based on Elon Musk's physics-based thinking framework. Deconstructs problems to fundamental truths rather than ...
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17258 specstory-organize specstoryai/agent-skills
Organizes your `.specstory/history` directory by moving session files into `YYYY/MM/` subdirectories based on the timestamp in each filename. How It Works - Scans `.specstory/history/` for markdown files - Extracts the date from filenames (e.g., `2026-01-22_19-20-56Z-fix-bug.md`) - Creates year/month folders (e.g., `2026/01/`) - Moves files into the appropriate subdirectory - Reports what was moved Why Organize? Over time, your history directory can accumulate hundreds of session files...
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17259 wechat-article-writer smallnest/langgraphgo
公众号文章写作流程 4 步完成高质量公众号文章：搜索资料 → 撰写文章 → 生成标题 → 排版优化 Step 1: 搜索资料 使用 WebSearch 工具搜索主题相关资料： 搜索要求： 1. 并行搜索多个来源（官方文档、X/Twitter、Reddit、技术论坛） 2. 优先获取最新资料（当月/当季） 3. 可启动多个并行 Task 加速搜索 4. 深度总结搜索结果 Step 2: 撰写文章 必须先读取用户的 CLAUDE.md 获取写作风格 撰写要求： 1000-1500 字 故事化开头，带情感色彩（兴奋/焦虑/好奇） 准备 2-3 个备选标题 结构：效果展示 → 问题描述 → 步骤教学 → 升华总结 遵循 CLAUDE.md 中定义的写作风格和结尾语 Step 3: 生成标题 生成 5 个爆款标题，特点： 痛点明确：直击读者痛处（"还在手动..."） 数字吸引：具体数字更有说服力（"3分钟"、"5个技巧"） 结果导向：承诺具体收益（"效率暴涨10倍"） 情绪调动：惊、神技、秘籍等词汇 悬念设置：引发好奇心 Step 4: 排版优化 优化建议： 段落结构：每...
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17260 axiom-scenekit charleswiltgen/axiom
SceneKit Development Guide Purpose : Maintain existing SceneKit code safely and plan migration to RealityKit iOS Version : iOS 8+ (SceneKit), deprecated iOS 26+ Xcode : Xcode 15+ When to Use This Skill Use this skill when: Maintaining existing SceneKit code Building a SceneKit prototype (with awareness of deprecation) Planning migration from SceneKit to RealityKit Debugging SceneKit rendering, physics, or animation issues Integrating SceneKit content with SwiftUI Loading 3D models via Model I/O ...
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17261 midjourney teachingai/full-stack-skills
When to use this skill Use this skill whenever the user wants to: [待完善：根据具体工具添加使用场景] How to use this skill [待完善：根据具体工具添加使用指南] Best Practices [待完善：根据具体工具添加最佳实践] Keywords [待完善：根据具体工具添加关键词]
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17262 browserless vm0-ai/vm0-skills
Browserless Headless Chrome browser as a service. Take screenshots, generate PDFs, scrape JS-rendered pages, and run Puppeteer/Playwright scripts without managing browser infrastructure. Official docs: https://docs.browserless.io/ When to Use Use this skill when you need to: Scrape JavaScript-heavy pages (React, Vue, Angular) Take full-page or element screenshots Generate PDFs from web pages Execute custom JavaScript in a browser context Bypass bot detection with stealth mode Run Puppeteer/...
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17263 yuque-personal-note-refine yuque/yuque-plugin
Note Refine — Restructure & Polish Your Notes Help the user transform scattered, rough notes into well-structured, deduplicated, and enriched documents. Turn chaos into clarity. When to Use User wants to clean up messy notes User says "帮我整理笔记", "refine my notes", "把这些笔记理一下" User has accumulated daily captures and wants to consolidate them User says "这些笔记太乱了", "帮我重新组织一下", "去重整理" Required MCP Tools All tools are from the yuque-mcp server: yuque_search — Find the target notes to refine yuque_get_do...
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17264 verify-email-snapshots aaronontheweb/dotnet-skills
Snapshot Testing Email Templates with Verify When to Use This Skill Use this skill when: Testing email template rendering for regressions Validating MJML templates compile to expected HTML Reviewing email changes in code review (diffs are visual) Ensuring variable substitution works correctly
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17265 framer-motion-animations sgcarstrends/sgcarstrends
Framer Motion Animations Skill This skill helps you implement consistent, accessible animations across the codebase using Framer Motion (motion package v12+). When to Use This Skill Adding scroll-triggered reveal animations Implementing entrance/exit animations Creating staggered list animations Migrating from CSS/Intersection Observer to Motion Ensuring accessibility with reduced motion support Key Files File Purpose apps/web/src/app/about/_components/variants.ts Shared animation variants app...
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17266 environmentalist-analyst rysweet/amplihack
Environmentalist Analyst Skill Purpose Analyze events through the disciplinary lens of environmental science and ecology, applying ecological principles (energy flow, nutrient cycling, succession), systems thinking, conservation biology frameworks, and sustainability science to understand ecosystem dynamics, evaluate biodiversity impacts, assess climate and pollution effects, and determine long-term environmental sustainability and resilience. When to Use This Skill Environmental Policy Analys...
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17267 rednote-skill mrmao007/rednote-skills
Rednote Skill This skill allows you to fully interact with the Xiaohongshu (Little Red Book) platform. You can search for posts by keyword and return results, extract content from specific notes to structured markdown format, and perform engagement actions like liking, commenting, collecting, following users, and more. Configuration and Preparation Requirements Python 3.7+ Playwright (install with pip install playwright ) Playwright drivers (install with playwright install ) Configured browser e...
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17268 feishu-doc-orchestrator rosalynyang/feishu-doc-creator-skill
将 Markdown 文件转换为飞书文档，支持25种块类型，完整权限管理。 快速开始 1. 配置飞书应用 首次使用需要配置飞书开放平台应用信息： ``` python .claude/skills/feishu-doc-orchestrator/scripts/setup_config.py ``` 或手动创建配置文件 `.claude/feishu-config.env`： ``` 从 https://open.feishu.cn/ 获取 FEISHU_APP_ID = "cli_xxx" FEISHU_APP_SECRET = "xxxxxxxx" 可选：自动添加文档权限 FEISHU_AUTO_COLLABORATOR_ID = "ou_xxx" 可选：默认文件夹 FEISHU_DEFAULT_FOLDER = "folder_token" ``` 2. 检查配置 ``` python .claude/skills/feishu-doc-orchestrator/scripts/check_config.py ``` 3. 使用技能 `...
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17269 migrate from openai app modelcontextprotocol/ext-apps
Migrate OpenAI App to MCP Migrate existing OpenAI Apps SDK applications to the MCP Apps SDK ( @modelcontextprotocol/ext-apps ). The MCP Apps SDK provides a standardized, open protocol for interactive UIs in conversational clients. Best Practices Use your package manager to add dependencies (e.g., npm install , pnpm add , yarn add ) instead of manually writing version numbers. This lets the package manager resolve the latest compatible versions. Never specify version numbers from memory. Preempti...
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17270 semantic-html schalkneethling/webdev-agent-skills
Semantic HTML Write HTML that conveys meaning, serves all users, and respects the web platform. When to Use This Skill Use this skill when: Creating new components or page sections Reviewing markup for accessibility and semantics Deciding between native HTML elements and ARIA attributes Structuring documents with proper heading hierarchy Making interactive elements accessible Building forms with proper labelling and error handling Creating responsive tables Core Principles Content Realism D...
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17271 tax-housing-loan-context kazukinagata/shinkoku
住宅ローン控除コンテキスト（Housing Loan Tax Credit Context） このスキルは住宅ローン控除（租税特別措置法第41条）に関する判定・計算コンテキストを提供する。 住宅ローン控除の情報提供 住宅ローン控除に関する回答を行う際は、 references/housing-loan.md を読み込んで以下を実行する: 適用要件（住宅・所得・ローン要件）を確認し、ユーザーへの判定フローに沿って案内する 借入限度額・控除率・控除期間を令和7年分の値で提示する 子育て世帯・若者夫婦世帯の上乗せ措置の適用可否を確認する ふるさと納税との相互影響を説明する（必要な場合） 重複適用（中古購入＋リフォーム同時）の計算が必要な場合は按分計算を行う 参照ファイル ファイル 内容 references/housing-loan.md 控除額・借入限度額テーブル・適用要件・判定フロー・重複適用の計算例
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17272 obsidian-markdown freestylefly/canghe-skills
Obsidian Flavored Markdown Skill Create and edit valid Obsidian Flavored Markdown. Obsidian extends CommonMark and GFM with wikilinks, embeds, callouts, properties, comments, and other syntax. This skill covers only Obsidian-specific extensions -- standard Markdown (headings, bold, italic, lists, quotes, code blocks, tables) is assumed knowledge. Workflow: Creating an Obsidian Note Add frontmatter with properties (title, tags, aliases) at the top of the file. See PROPERTIES.md for all property t...
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17273 translate tuesd4y/agent-skills
Translation Skill Translate new entries in XLF translation files by finding state="new" targets, locating source context, and proposing translations for review. Workflow Step 1: Find Changed Translation Files Run these commands to find changed translation files: git diff --name-only | grep -E 'messages\.[a-z]{2}\.xlf$' git diff --cached --name-only | grep -E 'messages\.[a-z]{2}\.xlf$' Combine results and deduplicate. If no changed translation files found, inform the user. Step 2: Extract New Tra...
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17274 ralph-loop belumume/claude-skills
Ralph Loop Complete setup for automated agent-driven development. Define features as user stories with testable acceptance criteria, then run AI agents in a loop until all stories pass. Prerequisites Complete these recipes first (in order): AI Coding Agent Configuration Configure AI coding agents like Cursor, GitHub Copilot, or Claude Code with project-specific patterns, coding guidelines, and MCP servers for consistent AI-assisted development. curl -H "Accept: text/markdown" https://fulls...
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17275 threat-mitigation-mapping sickn33/antigravity-awesome-skills
Threat Mitigation Mapping Connect threats to controls for effective security planning. When to Use This Skill Prioritizing security investments Creating remediation roadmaps Validating control coverage Designing defense-in-depth Security architecture review Risk treatment planning Core Concepts 1. Control Categories Preventive ────► Stop attacks before they occur │ (Firewall, Input validation) │ Detective ─────► Identify attacks in progress │ (IDS, Log monito...
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17276 debug vltansky/debug-skill
/debug If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Run a structured debugging session to find and fix issues systematically. Usage /debug $ARGUMENTS How It Works ┌─────────────────────────────────────────────────────────────────┐ │ DEBUG │ ├─────────────────────────────────────────────────────────────────┤ │ Step 1: REPRODUCE │ │ ✓ U...
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17277 ai-chat andrelandgraf/fullstackrecipes
AI Chat Build a complete AI chat application with database persistence, chat list management, and automatic title generation. Prerequisites Complete these recipes first (in order): Type-Safe Environment Configuration Type-safe environment variable validation using Zod with a Drizzle-like schema API. Supports server/public fields, feature flags, either-or constraints, and client-side protection. curl -H "Accept: text/markdown" https://fullstackrecipes.com/api/recipes/config-schema-setup Ne...
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17278 moai-domain-frontend modu-ai/moai-adk
Frontend Development Specialist Quick Reference Modern Frontend Development - Comprehensive patterns for React 19, Next.js 16, Vue 3.5. Core Capabilities: React 19: Server components, concurrent features, cache(), Suspense Next.js 16: App Router, Server Actions, ISR, Route handlers Vue 3.5: Composition API, TypeScript, Pinia state management Component Architecture: Design systems, compound components, CVA Performance: Code splitting, dynamic imports, memoization When to Use: Modern web appl...
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17279 email-finder shipshitdev/library
Email Finder Overview Discover email addresses associated with a domain using a hybrid approach: free methods first (web scraping, pattern guessing, WHOIS lookup), then APIs (Hunter.io, Apollo.io, etc.) when keys are available. When to Use Scan a domain to find associated emails Find contact emails for a company Replace email hunter functionality Find email patterns for a domain Verify email addresses Enrich contact data with discovered emails Project Context Discovery Before finding emails: ...
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17280 incident-response-smart-fix sickn33/antigravity-awesome-skills
Intelligent Issue Resolution with Multi-Agent Orchestration [Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and resolve production issues. The intelligent debugging strategy combines automated root cause analysis with human expertise, using modern 2024/2025 practices including AI code assistants (GitHub Copilot, Claude Code), observability platforms (Se...
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17281 meeting-synthesizer rysweet/amplihack
Transform raw meeting notes and transcripts into actionable intelligence. This skill extracts critical information from unstructured meeting data and organizes it into structured formats that drive follow-through and accountability. Overview The Meeting Synthesizer processes meeting notes or transcripts to produce: - Action Items: Clear tasks with owners, due dates, and context - Decisions Made: Key decisions with justification and implications - Discussion Points: Important topics, debate...
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17282 citation-validator liangdabiao/claude-code-stock-deep-research-agent
Citation Validator Role You are a Citation Validator responsible for ensuring research integrity by verifying that every factual claim in a research report has accurate, complete, and high-quality citations. Core Responsibilities Verify Citation Presence: Every factual claim must have a citation Validate Citation Completeness: Each citation must have all required elements Assess Source Quality: Rate each source using the A-E quality scale Check Citation Accuracy: Verify citations actually supp...
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17283 miro-mcp miroapp/miro-ai
Using Miro with Claude Code What is Miro MCP? Miro MCP (Model Context Protocol) enables Claude to interact directly with Miro boards. Create diagrams, documents, and tables; read board content; and extract structured documentation from visual designs. Available Tools The Miro MCP provides these tool categories: Content Creation miro__draft_diagram_new - Generate diagrams from text descriptions miro__draft_doc_new - Create markdown documents on boards miro__table_create_new - Create tables wi...
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17284 brand-yml posit-dev/skills
brand.yml Skill Create and use _brand.yml files for consistent branding across Shiny applications and Quarto documents. What is brand.yml? brand.yml is a YAML-based format that translates brand guidelines into a machine-readable file usable across Shiny and Quarto. A single _brand.yml file defines: Colors - Palette and semantic colors (primary, success, warning, etc.) Typography - Fonts, sizes, weights, line heights Logos - Multiple sizes and light/dark variants Meta - Company name, links, ident...
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17285 pine-debugger traderspost/pinescript-agents
Specialized in adding debugging tools and troubleshooting Pine Script code in TradingView's often opaque environment. Core Responsibilities Debug Tool Implementation - Insert label.new() for value inspection - Create table-based variable monitors - Add conditional plotting for testing - Implement bar_index tracking - Create calculation flow visualizers Issue Identification - Detect repainting problems - Find calculation errors - Identify na value propagation - Spot logic flow issu...
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17286 refactoring-surgeon erichowens/some_claude_skills
Refactoring Surgeon Expert code refactoring specialist focused on improving code quality without changing behavior. Quick Start Ensure tests exist - Never refactor without a safety net Identify the smell - Name the specific code smell you're addressing Make small changes - One refactoring at a time, commit frequently Run tests after each change - Behavior must remain identical Don't add features - Refactoring ≠ enhancement Document significant changes - Explain the "why" for future maintainers...
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17287 rust-testing pproenca/dot-skills
Rust Testing Patterns Comprehensive Rust testing patterns for writing reliable, maintainable tests following TDD methodology. When to Use Writing new Rust functions, methods, or traits Adding test coverage to existing code Creating benchmarks for performance-critical code Implementing property-based tests for input validation Following TDD workflow in Rust projects How It Works Show more Installs 1.6K Repository affaan-m/ecc GitHub Stars 239.2K First Seen May 19, 2026 Security Audits Gen Agent T...
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17288 coo-advisor borghei/claude-skills
COO Advisor Operational frameworks and tools for turning strategy into execution, scaling processes, and building the organizational engine. Keywords COO, chief operating officer, operations, operational excellence, process improvement, OKRs, objectives and key results, scaling, operational efficiency, execution, bottleneck analysis, process design, operational cadence, meeting cadence, org scaling, lean operations, continuous improvement Quick Start python scripts/ops_efficiency_analyzer.py Ma...
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17289 digitalocean-management bobmatnyc/claude-mpm-skills
DigitalOcean Management Skill progressive_disclosure: entry_point: summary: "DigitalOcean management: Monitoring, Uptime checks, Projects for resource organization and operational visibility." when_to_use: - "When setting up monitoring and alerting" - "When organizing resources into projects" - "When tracking uptime for services" quick_start: - "Create Projects for each environment" - "Enable Monitoring and alerts" - "Configure Uptime checks" - "Review dashboards regularly" token_estimate: entry...
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17290 deep-research-agent qodex-ai/ai-agent-skills
Deep Research Agent Build intelligent autonomous research agents that systematically investigate topics, evaluate sources, synthesize findings, and produce comprehensive reports. Research Workflow Stage 1: Research Planning See examples/research_planner.py for ResearchPlanner: Define research questions Identify key research areas Plan information sources and evaluation criteria Create research timeline Stage 2: Source Gathering Gather sources from multiple channels: Academic databases (Goo...
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17291 epidemiologist-analyst rysweet/amplihack
Epidemiologist Analyst Skill Purpose Analyze health events and disease patterns through the disciplinary lens of epidemiology, applying established frameworks (disease surveillance, outbreak investigation, causal inference), multiple methodological approaches (cohort studies, case-control studies, mathematical modeling), and evidence-based practices to understand disease distribution, determinants, and control strategies that protect population health. When to Use This Skill Disease Outbreak I...
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17292 fundraise-advisor shipshitdev/library
Fundraise Advisor - Seed Round Strategy Overview Apply Hexa's proven seed-stage methodology to help founders raise strong seed rounds. Guide users through deck creation, investor targeting, and process management. Hexa's Core Principle: "Help startups raise strong seed rounds by opening network, coaching pitch, crafting deck, and preparing efficient process." When This Activates "How do I raise money" Pitch deck or investor deck Investors or VCs Seed round or pre-seed Valuation or term sheets...
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17293 axiom-sf-symbols charleswiltgen/axiom
SF Symbols — Effects, Rendering, and Custom Symbols When to Use This Skill Use when: Choosing between rendering modes (Monochrome, Hierarchical, Palette, Multicolor) Implementing symbol effects or animations (Bounce, Pulse, Scale, Wiggle, Rotate, Breathe, Draw) Working with SF Symbols 7 Draw On/Off animations Creating custom symbols in the SF Symbols app Troubleshooting symbol colors, effects not playing, or weight mismatches Deciding which effect matches a specific UX purpose Handling accessibi...
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17294 skill-creator freestylefly/canghe-skills
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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17295 adhd-daily-planner erichowens/some_claude_skills
ADHD Daily Planner A planning system designed BY and FOR ADHD brains. This skill understands that traditional productivity advice fails for neurodivergent minds and provides strategies that work WITH your brain, not against it. Core Philosophy ADHD is not a character flaw or lack of willpower. It's a difference in how the brain handles dopamine, time perception, and attention regulation. This skill: Never uses shame or "just try harder" rhetoric Builds systems around ADHD realities, not neur...
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17296 brand-color-psychology mike-coulbourn/claude-vibes
Brand Color Psychology & Strategic Palette Development Quick reference for developing strategic brand color palettes grounded in psychology, differentiation, and practical application. "62-90% of snap judgments about products are based on color alone." — Satyendra Singh, Management Decision (2006) "Consistent color use can increase brand recognition by up to 80%." — Reboot Online Study "Color appropriateness to the brand context may be the single most important factor." — Help Scout Research...
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17297 payment-integration mrgoonie/claudekit-skills
Use this skill when Working on payment integration tasks or workflows Needing guidance, best practices, or checklists for payment integration Do not use this skill when The task is unrelated to payment integration 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...
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17298 nodejs-best-practices vudovn/antigravity-kit
Node.js Best Practices Principles and decision-making for Node.js development in 2025. Learn to THINK, not memorize code patterns. When to Use Use this skill when making Node.js architecture decisions, choosing frameworks, designing async patterns, or applying security and deployment best practices. ⚠️ How to Use This Skill This skill teaches decision-making principles , not fixed code to copy. ASK user for preferences when unclear Choose framework/pattern based on CONTEXT Don't default to same ...
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17299 ga4 jdrhyne/agent-skills
GA4 - Google Analytics 4 Data API Query GA4 properties for analytics data: page views, sessions, users, traffic sources, conversions, and more. Setup (one-time) Enable Google Analytics Data API: https://console.cloud.google.com/apis/library/analyticsdata.googleapis.com Create OAuth credentials or use existing Google Cloud project Set environment variables: GA4_PROPERTY_ID - Your GA4 property ID (numeric, e.g., "123456789") GOOGLE_CLIENT_ID - OAuth client ID GOOGLE_CLIENT_SECRET - OAuth client se...
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17300 supabase-python alinaqi/claude-bootstrap
*Load with: base.md + supabase.md + python.md* FastAPI patterns with Supabase Auth and SQLAlchemy/SQLModel for database access. Sources: [Supabase Python Client](https://supabase.com/docs/reference/python/introduction) | [SQLModel](https://sqlmodel.tiangolo.com/) Core Principle SQLAlchemy/SQLModel for queries, Supabase for auth/storage. Use SQLAlchemy or SQLModel for type-safe database access. Use supabase-py for auth, storage, and realtime. FastAPI for the API layer. Project Structure ...
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