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# Skill 仓库 描述 安装量
2801 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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2802 skill-creator aiskillstore/marketplace
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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2803 page-monitoring jamditis/claude-skills-journalism
Page monitoring methodology Patterns for tracking web page changes, detecting content removal, and preserving important pages before they disappear. Monitoring service comparison Service Free Tier Best For Storage Alert Speed Visualping 5 pages Visual changes Standard Minutes ChangeTower Yes Compliance, archiving 12 years Minutes Distill.io 25 pages Element-level tracking 12 months Seconds Wachete Limited Login-protected pages 12 months Minutes UptimeRobot 50 monitors Uptime only 2 months Minute...
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2804 unit-test-controller-layer giuseppe-trisciuoglio/developer-kit
Unit Testing REST Controllers with MockMvc Overview This skill provides patterns for unit testing @RestController and @Controller classes using MockMvc. It covers testing request/response handling, HTTP status codes, request parameter binding, validation, content negotiation, response headers, and exception handling by mocking service dependencies for isolated controller testing. When to Use Use this skill when: Testing REST controller request/response handling Verifying HTTP status codes and re...
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2805 claude-api jezweb/claude-skills
Claude API - Structured Outputs & Error Prevention Guide Package : @anthropic-ai/sdk@0.71.2 Breaking Changes : Oct 2025 - Claude 3.5/3.7 models retired, Nov 2025 - Structured outputs beta Last Updated : 2026-01-09 What's New in v0.69.0+ (Nov 2025) Major Features: 1. Structured Outputs (v0.69.0, Nov 14, 2025) - CRITICAL ⭐ Guaranteed JSON schema conformance - Claude's responses strictly follow your JSON schema with two modes. ⚠️ ACCURACY CAVEAT : Structured outputs guarantee format compliance, NOT...
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2806 user-story-mapping-workshop deanpeters/product-manager-skills
Purpose Guide product managers through creating a user story map by asking adaptive questions about the system, users, workflow, and priorities—then generating a two-dimensional map with backbone (activities), user tasks, and release slices. Use this to move from flat backlogs to visual story maps that communicate the big picture, identify missing functionality, and enable meaningful release planning—avoiding "context-free mulch" where stories lose connection to the overall system narrative. Thi...
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2807 positioning-workshop deanpeters/product-manager-skills
Purpose Guide product managers through discovering and articulating product positioning by asking adaptive questions about target customers, unmet needs, product category, benefits, and competitive differentiation. Use this to align stakeholders on strategic positioning before writing PRDs, launch plans, or marketing materials—ensuring you've made deliberate choices about who you serve, what need you address, and how you differ from alternatives. This is not a brainstorming session—it's a struct...
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2808 google-flights skillhq/flight-search
Google Flights Search Search Google Flights via agent-browser to find flight prices, schedules, and availability. When to Use User asks to search/find/compare flights or airfare User wants to know flight prices between cities User asks about flight schedules or availability User wants to find the cheapest flight for specific dates When NOT to Use Completing purchases : This skill finds flights and extracts booking links, but do not attempt to complete a purchase on a booking site. Hotels/rental ...
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2809 gws-gmail-read googleworkspace/cli
gmail +read PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Read a message and extract its body or headers Usage gws gmail +read --id < ID > Flags Flag Required Default Description --id ✓ — The Gmail message ID to read --headers — — Include headers (From, To, Subject, Date) in the output --format — text Output format (text, json) --html — — Return HTML body instead of plain text --dry-run — — Show the request...
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2810 finance-metrics-quickref deanpeters/product-manager-skills
Purpose Quick reference for any SaaS finance metric without deep teaching. Use this when you need a fast formula lookup, benchmark check, or decision framework reminder. For detailed explanations, calculations, and examples, see the related deep-dive skills. This is not a teaching tool—it's a cheat sheet optimized for speed. Scan, find, apply. Key Concepts Metric Categories Metrics are organized into four families: Revenue & Growth — Top-line money (revenue, ARPU, ARPA, MRR/ARR, churn, NRR, expa...
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2811 express-rest-api pluginagentmarketplace/custom-plugin-nodejs
Express REST API Skill Master building robust, scalable REST APIs with Express.js, the de-facto standard for Node.js web frameworks. Quick Start Build a basic Express API in 5 steps: Setup Express - npm install express Create Routes - Define GET, POST, PUT, DELETE endpoints Add Middleware - JSON parsing, CORS, security headers Handle Errors - Centralized error handling Test & Deploy - Use Postman/Insomnia, deploy to cloud Core Concepts 1. Express Application Structure const express = require...
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2812 anything-to-notebooklm joeseesun/anything-to-notebooklm
多源内容 → NotebookLM 智能处理器 自动从多种来源获取内容，上传到 NotebookLM，并根据自然语言指令生成播客、PPT、思维导图等多种格式。 支持的内容源 1. 微信公众号文章 通过 MCP 服务器自动抓取微信公众号文章内容（绕过反爬虫） 2. 任意网页链接 支持任何公开可访问的网页（新闻、博客、文档等） 3. YouTube 视频 自动提取 YouTube 视频的字幕和元数据 4. Office 文档 Word (DOCX) - 保留表格和格式 PowerPoint (PPTX) - 提取幻灯片和备注 Excel (XLSX) - 表格数据 5. 电子书与文档 PDF - 全文提取 EPUB - 电子书全文提取 Markdown (.md) - 原生支持 6. 图片与扫描件 Images (JPEG, PNG, GIF, WebP) - OCR 识别文字 扫描的 PDF 文档 - OCR 提取文字 7. 音频文件 Audio (WAV, MP3) - 语音转文字 8. 结构化数据 CSV - 逗号分隔数据 JSON - JSON 数据 XML - XML 文档 9....
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2813 langchain4j-tool-function-calling-patterns giuseppe-trisciuoglio/developer-kit
LangChain4j Tool & Function Calling Patterns Define tools and enable AI agents to interact with external systems, APIs, and services using LangChain4j's annotation-based and programmatic tool system. Overview LangChain4j's tool system enables AI agents to execute external functions through declarative annotations and programmatic interfaces. Tools are defined using the @Tool annotation and automatically registered with AI services, allowing LLMs to perform actions beyond text generation such as ...
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2814 press-release deanpeters/product-manager-skills
Purpose Create a visionary press release following Amazon's "Working Backwards" methodology to define and communicate a product or feature before building it. Use this to align stakeholders on the customer value proposition, clarify the problem being solved, and test if the product story resonates—treating the press release as a forcing function for clarity and customer-centricity. This is not a marketing artifact for launch day—it's a planning tool that asks "If we shipped this perfectly, how w...
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2815 nestjs-testing-expert shipshitdev/library
NestJS Testing Expert You build reliable Jest test suites for NestJS modules, services, and controllers. When to Use Writing unit or integration tests for NestJS Setting up TestModule, mocking providers, or database fakes Debugging flaky tests Testing Pyramid Unit tests for pure logic and services Integration tests for modules with real providers E2E tests for HTTP APIs Common Patterns Use Test.createTestingModule with explicit providers. Mock external services with jest.fn or test doubles. Fo...
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2816 ai-shaped-readiness-advisor deanpeters/product-manager-skills
Purpose Assess whether your product work is "AI-first" (using AI to automate existing tasks faster) or "AI-shaped" (fundamentally redesigning how product teams operate around AI capabilities). Use this to evaluate your readiness across 5 essential PM competencies for 2026 , identify gaps, and get concrete recommendations on which capability to build first. Key Distinction: AI-first is cute (using Copilot to write PRDs faster). AI-shaped is survival (building a durable "reality layer" that both h...
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2817 pestel-analysis deanpeters/product-manager-skills
Purpose Conduct a systematic analysis of macro-environmental factors—Political, Economic, Social, Technological, Environmental, and Legal—that could impact your product or project. Use this to identify external opportunities and threats, inform strategic planning, assess market entry risks, and make data-driven decisions about product direction in the context of broader forces beyond your control. This is not internal analysis—it's outward-facing assessment of the big-picture forces shaping your...
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2818 fp-check trailofbits/skills
False Positive Check When to Use "Is this bug real?" or "is this a true positive?" "Is this a false positive?" or "verify this finding" "Check if this vulnerability is exploitable" Any request to verify or validate a specific suspected bug When NOT to Use Finding or hunting for bugs ("find bugs", "security analysis", "audit code") General code review for style, performance, or maintainability Feature development, refactoring, or non-security tasks When the user explicitly asks for a quick scan w...
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2819 kaizen sickn33/antigravity-awesome-skills
Kaizen: Continuous Improvement Overview Small improvements, continuously. Error-proof by design. Follow what works. Build only what's needed. Core principle: Many small improvements beat one big change. Prevent errors at design time, not with fixes. When to Use Always applied for: Code implementation and refactoring Architecture and design decisions Process and workflow improvements Error handling and validation Philosophy: Quality through incremental progress and prevention, not perfectio...
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2820 parallel-agents sickn33/antigravity-awesome-skills
Native Parallel Agents Orchestration through Claude Code's built-in Agent Tool Overview This skill enables coordinating multiple specialized agents through Claude Code's native agent system. Unlike external scripts, this approach keeps all orchestration within Claude's control. When to Use Orchestration ✅ Good for: Complex tasks requiring multiple expertise domains Code analysis from security, performance, and quality perspectives Comprehensive reviews (architecture + security + testing) F...
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2821 senior-frontend alirezarezvani/claude-skills
Senior Frontend Complete toolkit for senior frontend with modern tools and best practices. Quick Start Main Capabilities This skill provides three core capabilities through automated scripts: Script 1: Component Generator python scripts/component_generator.py [ options ] Script 2: Bundle Analyzer python scripts/bundle_analyzer.py [ options ] Script 3: Frontend Scaffolder python scripts/frontend_scaffolder.py [ options ] Core Capabilities 1. Component Generator Automated tool for component gen...
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2822 android device automation web-infra-dev/midscene-skills
Android Device Automation CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW: Never run midscene commands in the background. Each command must run synchronously so you can read its output (especially screenshots) before deciding the next action. Background execution breaks the screenshot-analyze-act loop. Run only one midscene command at a time. Wait for the previous command to finish, read the screenshot, then decide the next action. Never chain multiple commands together. Allow enough time fo...
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2823 cloudflare-hyperdrive jezweb/claude-skills
Cloudflare Hyperdrive Status: Production Ready ✅ Last Updated: 2026-01-09 Dependencies: cloudflare-worker-base (recommended for Worker setup) Latest Versions: wrangler@4.58.0, pg@8.16.3+ (minimum), postgres@3.4.8, mysql2@3.16.0 Recent Updates (2025): July 2025: Configurable connection counts (min 5, max ~20 Free/~100 Paid) May 2025: 5x faster cache hits (regional prepared statement caching), FedRAMP Moderate authorization April 2025: Free plan availability (10 configs), MySQL GA support March...
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2824 automate-this github/awesome-copilot
Automate This Analyze a screen recording of a manual process and build working automation for it. The user records themselves doing something repetitive or tedious, hands you the video file, and you figure out what they're doing, why, and how to script it away. Prerequisites Check Before analyzing any recording, verify the required tools are available. Run these checks silently and only surface problems: command -v ffmpeg > /dev/null 2 > &1 && ffmpeg -version 2 > /dev/null | head -1 || echo "NO_...
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2825 pulumi-esc pulumi/agent-skills
Pulumi ESC is a centralized service for managing environments, secrets, and configuration across cloud infrastructure and applications. What is ESC? ESC enables teams to: - Centralize secrets and configuration in one secure location - Compose environments by importing and layering configuration - Generate dynamic credentials via OIDC for AWS, Azure, GCP - Integrate external secret stores (AWS Secrets Manager, Azure Key Vault, Vault, 1Password) - Version and audit all configuration change...
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2826 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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2827 mongoose-mongodb pluginagentmarketplace/custom-plugin-nodejs
Mongoose & MongoDB Skill Master MongoDB database integration in Node.js with Mongoose, the elegant object modeling library. Quick Start Connect and CRUD in 4 steps: Install - npm install mongoose Connect - mongoose.connect(uri) Define Schema - Create data models CRUD - Create, Read, Update, Delete Core Concepts Connection Setup const mongoose = require('mongoose'); mongoose.connect(process.env.MONGODB_URI, { useNewUrlParser: true, useUnifiedTopology: true }); mongoose.connection.on('co...
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2828 csv-excel-merger onewave-ai/claude-skills
CSV/Excel Merger Intelligently merge multiple CSV or Excel files with automatic column matching and data deduplication. Instructions When a user needs to merge CSV or Excel files: Analyze Input Files: How many files need to be merged? What format (CSV, Excel, TSV)? Are the files provided or need to be read from disk? Do columns have the same names across files? What is the primary key (unique identifier)? Inspect File Structures: Read headers from each file Identify column names and data ...
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2829 documentation mcollina/skills
When to use Use this skill when you need to create, review, or improve technical documentation following the Diátaxis framework. Examples include: Creating user guides API documentation Tutorial content Restructuring existing documentation to better serve different user needs and contexts Instructions Organize documentation into four distinct types — tutorials, how-to guides, reference material, and explanations — each serving different user needs and contexts. Always ask clarifying questions ab...
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2830 file-uploads sickn33/antigravity-awesome-skills
File Uploads & Storage Role: File Upload Specialist Careful about security and performance. Never trusts file extensions. Knows that large uploads need special handling. Prefers presigned URLs over server proxying. ⚠️ Sharp Edges Issue Severity Solution Trusting client-provided file type critical CHECK MAGIC BYTES No upload size restrictions high SET SIZE LIMITS User-controlled filename allows path traversal critical SANITIZE FILENAMES Presigned URL shared or cached incorrectly medium CON...
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2831 flutter alinaqi/claude-bootstrap
Flutter Skill Load with: base.md Project Structure project/ ├── lib/ │ ├── core/ Core utilities │ │ ├── constants/ App constants │ │ ├── extensions/ Dart extensions │ │ ├── router/ go_router configuration │ │ │ └── app_router.dart │ │ └── theme/ App theme │ │ └── app_theme.dart │ ├── data/ Data layer │ │ ├── models/ ...
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2832 dhh-rails-style everyinc/compound-engineering-plugin
<essential_principles> Core Philosophy "The best code is the code you don't write. The second best is the code that's obviously correct." Vanilla Rails is plenty: Rich domain models over service objects CRUD controllers over custom actions Concerns for horizontal code sharing Records as state instead of boolean columns Database-backed everything (no Redis) Build solutions before reaching for gems What they deliberately avoid: devise (custom ~150-line auth instead) pundit/cancancan (simple ...
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2833 azure-functions sickn33/antigravity-awesome-skills
Azure Functions Patterns Isolated Worker Model (.NET) Modern .NET execution model with process isolation Node.js v4 Programming Model Modern code-centric approach for TypeScript/JavaScript Python v2 Programming Model Decorator-based approach for Python functions Anti-Patterns ❌ Blocking Async Calls ❌ New HttpClient Per Request ❌ In-Process Model for New Projects ⚠️ Sharp Edges Issue Severity Solution Issue high Use async pattern with Durable Functions Issue high Use IHttpClientFactory (R...
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2834 langchain4j-spring-boot-integration giuseppe-trisciuoglio/developer-kit
LangChain4j Spring Boot Integration To accomplish integration of LangChain4j with Spring Boot applications, follow this comprehensive guidance covering auto-configuration, declarative AI Services, chat models, embedding stores, and production-ready patterns for building AI-powered applications. When to Use To accomplish integration of LangChain4j with Spring Boot when: Integrating LangChain4j into existing Spring Boot applications Building AI-powered microservices with Spring Boot Setting up aut...
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2835 flutter-navigation madteacher/mad-agents-skills
Flutter Navigation Overview Implement navigation and routing in Flutter applications across mobile and web platforms. Choose the right navigation approach, configure deep linking, manage data flow between screens, and handle browser history integration. Choosing an Approach Use Navigator API (Imperative) When: Simple apps without deep linking requirements Single-screen to multi-screen transitions Basic navigation stacks Quick prototyping Example: assets/navigator_basic.dart Use go_router (De...
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2836 react vercel-labs/json-render
React Component Writing Guide Use antd-style for complex styles; for simple cases, use inline style attribute Use Flexbox and Center from @lobehub/ui for layouts (see references/layout-kit.md ) Component priority: src/components > installed packages > @lobehub/ui > antd Use selectors to access zustand store data @lobehub/ui Components If unsure about component usage, search existing code in this project. Most components extend antd with additional props. Reference: node_modules/@lobehub/ui/es/in...
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2837 unit-test-utility-methods giuseppe-trisciuoglio/developer-kit
Unit Testing Utility Classes and Static Methods Overview This skill provides comprehensive patterns for testing utility classes and static methods using JUnit 5. It covers testing pure functions without side effects, edge case handling, boundary conditions, and common utility patterns like string manipulation, calculations, collections, and data validation. When to Use Use this skill when: Testing utility classes with static helper methods Testing pure functions with no state or side effects Tes...
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2838 product-strategist davila7/claude-code-templates
Product Strategist Strategic toolkit for Head of Product to drive vision, alignment, and organizational excellence. Core Capabilities OKR cascade generation and alignment Market and competitive analysis Product vision and strategy frameworks Team scaling and organizational design Metrics and KPI definition Key Scripts okr_cascade_generator.py Automatically cascades company OKRs down to product and team levels with alignment tracking. Usage: python scripts/okr_cascade_generator.py [strategy] ...
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2839 workshop-facilitation deanpeters/product-manager-skills
Purpose Provide the canonical facilitation pattern for interactive skills: one step at a time, with clear progress, adaptive recommendations at decision points, and predictable interruption handling. Key Concepts One-step-at-a-time: Ask a single targeted question per turn. Session heads-up + entry mode: Start by setting expectations and offering Guided , Context dump , or Best guess mode. Progress visibility: Show user-facing progress labels like Context Qx/8 and Scoring Qx/5 . Decision-point re...
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2840 data-analysis bytedance/deer-flow
Data Analysis When to use this skill Data exploration : Understand a new dataset Report generation : Derive data-driven insights Quality validation : Check data consistency Decision support : Make data-driven recommendations Instructions Step 1: Load and explore data Python (Pandas) : import pandas as pd import numpy as np Load CSV df = pd . read_csv ( 'data.csv' ) Basic info print ( df . info ( ) ) print ( df . describe ( ) ) print ( df . head ( 10 ) ) Check missing values print ( df . isnul...
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2841 cloud assistant-ui/skills
assistant-ui Cloud Always consult assistant-ui.com/llms.txt for latest API. Cloud persistence for threads, messages, and files. References ./references/persistence.md -- Thread and message persistence ./references/authorization.md -- Authentication patterns Installation npm install assistant-cloud Quick Start import { AssistantCloud } from "assistant-cloud"; import { useChatRuntime, AssistantChatTransport } from "@assistant-ui/react-ai-sdk"; import { AssistantRuntimeProvider, Thread, ThreadL...
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2842 prompt-caching sickn33/antigravity-awesome-skills
Prompt Caching You're a caching specialist who has reduced LLM costs by 90% through strategic caching. You've implemented systems that cache at multiple levels: prompt prefixes, full responses, and semantic similarity matches. You understand that LLM caching is different from traditional caching—prompts have prefixes that can be cached, responses vary with temperature, and semantic similarity often matters more than exact match. Your core principles: Cache at the right level—prefix, response...
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2843 spring-boot-saga-pattern giuseppe-trisciuoglio/developer-kit
Spring Boot Saga Pattern When to Use Implement this skill when: Building distributed transactions across multiple microservices Needing to replace two-phase commit (2PC) with a more scalable solution Handling transaction rollback when a service fails in multi-service workflows Ensuring eventual consistency in microservices architecture Implementing compensating transactions for failed operations Coordinating complex business processes spanning multiple services Choosing between choreography-base...
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2844 skill-developer sickn33/antigravity-awesome-skills
Skill Developer Guide Purpose Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the 500-line rule and progressive disclosure pattern. When to Use This Skill Automatically activates when you mention: Creating or adding skills Modifying skill triggers or rules Understanding how skill activation works Debugging skill activation issues Working with skill-rules.json Hook system mechanics Claude ...
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2845 weather-query vikiboss/60s-skills
Weather Query Skill This skill enables AI agents to fetch real-time weather information and forecasts for locations in China using the 60s API. When to Use This Skill Use this skill when users: Ask about current weather conditions Want weather forecasts Need temperature, humidity, wind information Request air quality data Plan outdoor activities and need weather info API Endpoints 1. Real-time Weather URL: https://60s.viki.moe/v2/weather/realtime Method: GET 2. Weather Forecast URL: https://60s....
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2846 wordpress-performance-best-practices bartekmis/wordpress-performance-best-practises
WordPress Performance Best Practices Comprehensive performance optimization guide for WordPress development, designed for AI agents and LLMs. Contains 34 rules across 8 categories, prioritized by impact to guide code review and generation. When to Apply Reference these guidelines when: Writing WordPress plugins or themes Working with WP_Query or database operations Implementing caching (transients, object cache) Optimizing asset loading (scripts, styles) Reviewing WordPress code for performa...
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2847 github-release jezweb/claude-skills
GitHub Release Sanitize and release projects to GitHub. Two-phase workflow: safety checks first, then tag and publish. Prerequisites gh CLI installed and authenticated ( gh auth status ) gitleaks installed for secrets scanning ( brew install gitleaks or download from GitHub) Git repository with a remote configured Workflow Phase 1: Sanitize Run these checks before any public release. Stop on blockers. 1. Scan for Secrets (BLOCKER) gitleaks detect --no-git --source = . --verbose If secrets found:...
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2848 brand-voice anthropics/knowledge-work-plugins
Brand Voice Skill Frameworks for documenting, applying, and enforcing brand voice and style guidelines across marketing content. Brand Voice Documentation Framework A complete brand voice document should cover these areas. Use this framework to help users define their brand voice or to understand an existing brand voice configuration. 1. Brand Personality Define the brand as if it were a person. What are its defining traits? Example: "If our brand were a person, they would be a knowledgeable col...
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2849 video-frames steipete/clawdis
Video Frames (ffmpeg) Extract a single frame from a video, or create quick thumbnails for inspection. Quick start First frame: { baseDir } /scripts/frame.sh /path/to/video.mp4 --out /tmp/frame.jpg At a timestamp: { baseDir } /scripts/frame.sh /path/to/video.mp4 --time 00:00:10 --out /tmp/frame-10s.jpg Notes Prefer --time for “what is happening around here?”. Use a .jpg for quick share; use .png for crisp UI frames.
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2850 nextjs16-skills gocallum/nextjs16-agent-skills
No SKILL.md available for this skill. View on GitHub
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