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# Skill 仓库 描述 安装量
4451 design-task crewaiinc/skills
CrewAI Task Design Guide How to write effective tasks that produce reliable, high-quality output from your agents. The 80/20 Rule Spend 80% of your effort on task design, 20% on agent design. The task is the most important lever you have. A well-designed task with a mediocre agent will outperform a poorly designed task with an excellent agent. 1. Anatomy of an Effective Task Every task needs two things: a description (what to do and how) and an expected_output (what the result looks like). Descr...
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4452 langchain4j-vector-stores-configuration giuseppe-trisciuoglio/developer-kit
LangChain4J Vector Stores Configuration Configure vector stores for Retrieval-Augmented Generation applications with LangChain4J. Overview Vector stores are essential components for RAG (Retrieval-Augmented Generation) systems, enabling efficient storage and retrieval of document embeddings for semantic search. LangChain4J provides a unified abstraction over multiple vector database backends including PostgreSQL/pgvector, Pinecone, MongoDB Atlas, Milvus, Neo4j, and in-memory stores for developme...
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4453 content-strategy kostja94/marketing-skills
Content Strategy You are a content strategist. Your goal is to help plan content that drives traffic, builds authority, and generates leads by being either searchable, shareable, or both. Before Planning Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Gather this context (a...
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4454 terms-page-generator kostja94/marketing-skills
Pages: Terms of Service Guides Terms of Service page content, structure, and compliance. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessment Identify: Product type : SaaS, e-commerce, content, marketplace Jurisdiction : Governing law, dispute resolution User types : B2B, B2C, both Indexing : Typically noinde...
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4455 bump-deps paulrberg/agent-skills
Bump Dependencies Skill Update Node.js dependencies using taze CLI with smart prompting: auto-apply MINOR/PATCH updates, prompt for MAJOR updates individually, skip fixed-version packages. When package names are provided as arguments (e.g. /bump-deps react typescript ), scope all taze commands to only those packages using --include . When --dry-run is passed (e.g. /bump-deps --dry-run or /bump-deps --dry-run react ), scan for updates and present a summary table without applying any changes . See...
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4456 excalidraw davila7/claude-code-templates
Excalidraw Subagent Delegation Overview Core principle: Main agents NEVER read Excalidraw files directly. Always delegate to subagents to isolate context consumption. Excalidraw files are JSON with high token cost but low information density. Single files range from 4k-22k tokens (largest can exceed read tool limits). Reading multiple diagrams quickly exhausts context budget (7 files = 67k tokens = 33% of budget). The Problem Excalidraw JSON structure: Each shape has 20+ properties (x, y, w...
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4457 aws-sdk-java-v2-s3 giuseppe-trisciuoglio/developer-kit
AWS SDK for Java 2.x - Amazon S3 Overview Amazon S3 (Simple Storage Service) is object storage built to store and retrieve any amount of data from anywhere. This skill covers patterns for working with S3 using AWS SDK for Java 2.x, including bucket operations, object uploads/downloads, presigned URLs, multipart transfers, and Spring Boot integration. When to Use Use this skill when: Creating, listing, or deleting S3 buckets with proper configuration Uploading or downloading objects from S3 with ...
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4458 aws-sdk-java-v2-dynamodb giuseppe-trisciuoglio/developer-kit
AWS SDK for Java 2.x - Amazon DynamoDB Overview Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability. This skill covers patterns for working with DynamoDB using AWS SDK for Java 2.x, including the Enhanced Client for type-safe operations, batch operations, transactions, and Spring Boot integration. When to Use Use this skill when: Creating, updating, or deleting DynamoDB tables Performing CRUD operations on DynamoDB it...
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4459 unit-test-config-properties giuseppe-trisciuoglio/developer-kit
Unit Testing Configuration Properties and Profiles Overview This skill provides patterns for unit testing @ConfigurationProperties bindings, environment-specific configurations, and property validation using JUnit 5. It covers testing property name mapping, type conversions, validation constraints, nested structures, and profile-specific configurations without full Spring context startup. When to Use Use this skill when: Testing @ConfigurationProperties property binding Testing property name map...
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4460 website-structure kostja94/marketing-skills
Strategy: Website Structure Guides website structure planning: which pages to build, page priority, and how structure supports UX, SEO, and growth. Structure is the organization and connection of pages; it affects user navigation, Google's understanding of content importance, crawlability, and sitelinks in SERPs. See serp-features for sitelinks and SERP optimization. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the ...
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4461 tushare-data waditu-tushare/skills
tushare-data 把自然语言财经数据请求，转成可执行的 Tushare 数据工作流。 这是一个面向自然语言的金融数据研究 skill。 What this skill is for 使用这个 skill 的典型场景： 看某只股票、指数、ETF 最近走势 查公司基本资料、估值、财务趋势 做多标的横向对比 看资金流、北向资金、龙虎榜、板块强弱 梳理公告、新闻、研报、政策线索 查看 CPI / PPI / PMI / 社融 / 利率等宏观数据 导出 CSV / parquet 供后续分析或回测使用 生成简洁研究摘要，而不是只吐原始字段表 先理解用户要解决什么问题，再去选接口、取数、整理、解释、交付。 When to use 当用户表达以下意图时，优先使用本 skill： 行情 / 趋势 看下 XX 最近怎么样 XX 这段时间涨得怎么样 今年以来表现如何 最近有没有放量 这票最近强不强 财务 / 估值 / 公司质量 看下 XX 财报 最近几个季度利润趋势 财务质量怎么样 现金流好不好 现在估值算高吗 帮我看 PE / PB / ROE / 毛利率 对比 / 排行 / 筛选 XX 和 Y...
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4462 clerk-auth sickn33/antigravity-awesome-skills
Clerk Authentication Patterns Next.js App Router Setup Complete Clerk setup for Next.js 14/15 App Router. Includes ClerkProvider, environment variables, and basic sign-in/sign-up components. Key components: ClerkProvider: Wraps app for auth context , : Pre-built auth forms : User menu with session management Middleware Route Protection Protect routes using clerkMiddleware and createRouteMatcher. Best practices: Single middleware.ts file at project root Use createRouteMatcher for route groups aut...
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4463 unit-test-caching giuseppe-trisciuoglio/developer-kit
Unit Testing Spring Caching Overview This skill provides patterns for unit testing Spring caching annotations (@Cacheable, @CacheEvict, @CachePut) without full Spring context. It covers testing cache behavior, hits/misses, invalidation strategies, cache key generation, and conditional caching using in-memory cache managers. When to Use Use this skill when: Testing @Cacheable method caching Testing @CacheEvict cache invalidation Testing @CachePut cache updates Verifying cache key generation Testi...
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4464 twitter-automation inference-sh/skills
Twitter/X Automation Automate Twitter/X via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Post a tweet infsh app run x/post-tweet --input '{"text": "Hello from inference.sh!"}' Available Apps App App ID Description Post Tweet x/post-tweet Post text tweets Create Post x/post-create Post with media Like Post x/post-like Like a tweet Retweet x/post-retweet Retweet a post Delete Post x/pos...
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4465 create-prd phuryn/pm-skills
Create a Product Requirements Document Purpose You are an experienced product manager responsible for creating a comprehensive Product Requirements Document (PRD) for $ARGUMENTS. This document will serve as the authoritative specification for your product or feature, aligning stakeholders and guiding development. Context A well-structured PRD clearly communicates the what, why, and how of your product initiative. This skill uses an 8-section template proven to communicate product vision effectiv...
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4466 competitor-research kostja94/marketing-skills
SEO Content: Competitor Research Guides competitor research for SEO, content, backlinks, and positioning. Use when planning content, auditing articles, building links, or evaluating market position. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Research Types Type Purpose Output Keyword/topic Topics competitors rank for;...
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4467 git-workflow jezweb/claude-skills
Git Workflow When to use this skill Creating meaningful commit messages Managing branches Merging code Resolving conflicts Collaborating with team Git best practices Instructions Step 1: Branch management Create feature branch : Create and switch to new branch git checkout -b feature/feature-name Or create from specific commit git checkout -b feature/feature-name < commit-hash > Naming conventions : feature/description : New features bugfix/description : Bug fixes hotfix/description : Urgent f...
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4468 design-audit bencium/bencium-marketplace
Design Audit Skill You are a UI/UX architect. You do not write features or touch functionality. You make apps feel inevitable — like no other design was ever possible. If a user needs to think about how to use it, you've failed. If an element can be removed without losing meaning, it must be removed. Before You Start Read and internalize before forming any opinion: DESIGN_SYSTEM (.md) — tokens, colors, typography, spacing, shadows, radii FRONTEND_GUIDELINES (.md) — component engineering, state m...
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4469 ask-docs crewaiinc/skills
Ask CrewAI Docs Answer CrewAI questions by looking up the official documentation at docs.crewai.com . When to Use This Skill Use this skill when: The user asks about a CrewAI feature, parameter, or behavior not covered in detail by the other skills You need to verify current API syntax, method signatures, or configuration options The user hits an error and needs troubleshooting guidance from official docs The question is about a newer or less common CrewAI feature (e.g., telemetry, testing, CLI ...
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4470 skill-creator jezweb/claude-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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4471 annotating-task-lineage astronomer/agents
Annotating Task Lineage with Inlets & Outlets This skill guides you through adding manual lineage annotations to Airflow tasks using inlets and outlets . Reference: See the OpenLineage provider developer guide for the latest supported operators and patterns. On Astro Lineage annotations defined with inlets and outlets are visualized in Astro's enhanced Lineage tab , which provides cross-DAG and cross-deployment lineage views. This means your annotations are immediately visible in the Astro UI, g...
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4472 frontend-developer sickn33/antigravity-awesome-skills
You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture. Use this skill when Building React or Next.js UI components and pages Fixing frontend performance, accessibility, or state issues Designing client-side data fetching and interaction flows Do not use this skill when You only need backend API architecture You are building native apps outside the web stack You need pure visual design without implementation guidance Instr...
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4473 fiction-workshop rhavekost/author-toolkit
Editorial workflow for collaborative fiction writing in three stages: Story Bible Building, Chapter Development, and Reader Testing. When to Use This skill is for: - ✅ Long-form fiction (novels, novellas, short story collections) - ✅ Multi-chapter manuscripts requiring character/plot consistency - ✅ Fiction projects needing developmental or line editing - ✅ Stories with complex worldbuilding or multiple POV characters When NOT to Use This skill is NOT for: - ❌ Flash fiction or single ...
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4474 backend-code-review langgenius/dify
Backend Code Review When to use this skill Use this skill whenever the user asks to review, analyze, or improve backend code (e.g., .py ) under the api/ directory. Supports the following review modes: Pending-change review : when the user asks to review current changes (inspect staged/working-tree files slated for commit to get the changes). Code snippets review : when the user pastes code snippets (e.g., a function/class/module excerpt) into the chat and asks for a review. File-focused review :...
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4475 flowstudio-power-automate-governance github/awesome-copilot
Power Automate Governance with FlowStudio MCP Classify, tag, and govern Power Automate flows at scale through the FlowStudio MCP cached store — without Dataverse, without the CoE Starter Kit, and without the Power Automate portal. This skill uses update_store_flow to write governance metadata and the monitoring tools ( list_store_flows , get_store_flow , list_store_makers , etc.) to read tenant state. For monitoring and health-check workflows, see the flowstudio-power-automate-monitoring skill. ...
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4476 flowstudio-power-automate-monitoring github/awesome-copilot
Power Automate Monitoring with FlowStudio MCP Monitor flow health, track failure rates, and inventory tenant assets through the FlowStudio MCP cached store — fast reads, no PA API rate limits, and enriched with governance metadata and remediation hints. Requires: A FlowStudio for Teams or MCP Pro+ subscription. Start every session with tools/list to confirm tool names and parameters. This skill covers response shapes, behavioral notes, and workflow patterns — things tools/list cannot tell you. I...
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4477 azure-image-builder hashicorp/agent-skills
Build Azure managed images and Azure Compute Gallery images using Packer's `azure-arm` builder. Reference: [Azure ARM Builder](https://developer.hashicorp.com/packer/integrations/hashicorp/azure/latest/components/builder/arm) Note: Building Azure images incurs costs (compute, storage, data transfer). Builds typically take 15-45 minutes depending on provisioning and OS. Basic Managed Image ``` packer { required_plugins { azure = { source = "github.com/hashicorp/azure" vers...
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4478 inngest-events inngest/inngest-skills
Inngest Events Master Inngest event design and delivery patterns. Events are the foundation of Inngest - learn to design robust event schemas, implement idempotency, leverage fan-out patterns, and handle system events effectively. These skills are focused on TypeScript. For Python or Go, refer to the Inngest documentation for language-specific guidance. Core concepts apply across all languages. Event Payload Format Every Inngest event is a JSON object with required and optional properties: Requi...
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4479 framer-motion mindrally/skills
Framer Motion / Motion Animation Guidelines You are an expert in Framer Motion (now Motion), React, and TypeScript. Follow these guidelines when creating animations. Core Principles Import from the Correct Package Use import { motion } from "motion/react" for React projects (not "framer-motion" - this is outdated) The library was renamed from Framer Motion to Motion Always use the latest Motion API Performance-First Approach Animate transform properties (x, y, scale, rotate) and opacity for be...
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4480 skill-router charon-fan/agent-playbook
An intelligent router that analyzes user requests and recommends the most appropriate Claude Code skill for the task. When This Skill Activates This skill activates when you: - Ask "which skill should I use?" or "what skill can help with...?" - Say "use a skill" without specifying which one - Express a need but aren't sure which skill fits - Mention "skill router" or "help me find a skill" Available Skills Catalog Core Development | `commit-helper` | Writing Git commit messages, for...
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4481 mcp-security-audit github/awesome-copilot
MCP Security Audit Audit MCP server configurations for security issues — secrets exposure, shell injection, unpinned dependencies, and unapproved servers. Overview MCP servers give agents direct tool access to external systems. A misconfigured .mcp.json can expose credentials, allow shell injection, or connect to untrusted servers. This skill catches those issues before they reach production. .mcp.json → Parse Servers → Check Each Server: 1. Secrets in args/env? 2. Shell injection patterns? 3. U...
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4482 tanstack-table jezweb/claude-skills
Overview TanStack Table is a headless UI library for building data tables and datagrids. It provides logic for sorting, filtering, pagination, grouping, expanding, column pinning/ordering/visibility/resizing, and row selection - without rendering any markup or styles. Package: @tanstack/react-table Utilities: @tanstack/match-sorter-utils (fuzzy filtering) Current Version: v8 Installation npm install @tanstack/react-table Core Architecture Building Blocks Column Definitions - describe columns (da...
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4483 unit-test-application-events giuseppe-trisciuoglio/developer-kit
Unit Testing Application Events Overview This skill provides comprehensive patterns for testing Spring ApplicationEvent publishers and event listeners using JUnit 5. It covers testing event publishing, listener execution, event propagation, and both synchronous and asynchronous event handling without requiring full Spring context startup. When to Use Use this skill when: Testing ApplicationEventPublisher event publishing Testing @EventListener method invocation Verifying event listener logic and...
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4484 jwt-security mindrally/skills
JWT Security You are an expert in JSON Web Token (JWT) security implementation. Follow these guidelines when working with JWTs for authentication and authorization. Core Principles JWTs are not inherently secure - security depends on implementation Always validate tokens server-side, even for internal services Use asymmetric signing (RS256, ES256) when possible Keep tokens short-lived and implement proper refresh mechanisms Never store sensitive data in JWT payloads Token Structure A JWT cons...
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4485 asc-id-resolver rudrankriyam/asc-skills
asc id resolver Use this skill to map names to IDs needed by other commands. App ID By bundle ID or name: asc apps list --bundle-id "com.example.app" asc apps list --name "My App" Fetch everything: asc apps --paginate Set default: ASC_APP_ID=... Build ID Latest build: asc builds latest --app "APP_ID" --version "1.2.3" --platform IOS Recent builds: asc builds list --app "APP_ID" --sort -uploadedDate --limit 5 Version ID asc versions list --app "APP_ID" --paginate TestFlight IDs Groups: asc beta-g...
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4486 topic-monitor sundial-org/awesome-openclaw-skills
Topic Monitor Monitor what matters. Get notified when it happens. Topic Monitor transforms your assistant from reactive to proactive by continuously monitoring topics you care about and intelligently alerting you only when something truly matters. Core Capabilities Topic Configuration - Define subjects with custom parameters Scheduled Monitoring - Automated searches at configurable intervals AI Importance Scoring - Smart filtering: immediate alert vs digest vs ignore Contextual Summaries - Not j...
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4487 legal-page-generator kostja94/marketing-skills
Pages: Legal Guides legal page content, structure, and SEO handling. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessment Identify: Page type : Privacy Policy, Terms of Service, Cookie Policy, etc. Jurisdiction : GDPR, CCPA, etc. Business model : SaaS, e-commerce, content site Indexing : Index or noindex (oft...
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4488 functions browserbase/skills
Browserbase Functions Deploy serverless browser automation using the official bb CLI. Prerequisites Get API key and Project ID from: https://browserbase.com/settings export BROWSERBASE_API_KEY = "your_api_key" export BROWSERBASE_PROJECT_ID = "your_project_id" Creating a Function Project 1. Initialize pnpm dlx @browserbasehq/sdk-functions init my-function cd my-function This creates: my-function/ ├── package.json ├── index.ts Your function code └── .env Add credentials here 2....
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4489 flutter-networking madteacher/mad-agents-skills
Flutter Networking Quick Start Add HTTP dependency to pubspec.yaml: dependencies: http: ^1.6.0 Basic GET request: import 'package:http/http.dart' as http; import 'dart:convert'; Future<Album> fetchAlbum() async { final response = await http.get( Uri.parse('https://api.example.com/albums/1'), ); if (response.statusCode == 200) { return Album.fromJson(jsonDecode(response.body)); } else { throw Exception('Failed to load album'); } } Use in UI with FutureBuilder: Fu...
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4490 langchain4j-testing-strategies giuseppe-trisciuoglio/developer-kit
LangChain4J Testing Strategies Overview LangChain4J testing requires specialized strategies due to the non-deterministic nature of LLM responses and the complexity of AI workflows. This skill provides comprehensive patterns for unit testing with mocks, integration testing with Testcontainers, and end-to-end testing for RAG systems, AI Services, and tool execution. When to Use This Skill Use this skill when: Building AI-powered applications with LangChain4J Writing unit tests for AI services and ...
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4491 aws-rds-spring-boot-integration giuseppe-trisciuoglio/developer-kit
AWS RDS Spring Boot Integration Overview Configure AWS RDS databases (Aurora, MySQL, PostgreSQL) with Spring Boot applications for production-ready connectivity. This skill provides patterns for datasource configuration, connection pooling with HikariCP, SSL connections, environment-specific configurations, and integration with AWS Secrets Manager for secure credential management. When to Use This Skill Use this skill when: Setting up AWS RDS Aurora with Spring Data JPA Configuring datasource pr...
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4492 windows-builder hashicorp/agent-skills
Platform-agnostic patterns for building Windows images with Packer. Reference: [Windows Builders](https://developer.hashicorp.com/packer/guides/windows) Note: Windows builds incur significant costs and time. Expect 45-120 minutes per build due to Windows Updates. Failed builds may leave resources running - always verify cleanup. WinRM Communicator Setup Windows requires WinRM for Packer communication. AWS Example ``` source "amazon-ebs" "windows" { region = "us-west-2" instanc...
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4493 file-manager rtgs2017/nagaagent
文件管理技能 本技能提供文件和文件夹管理能力。 核心功能 1. 文件操作 创建文件 复制/移动文件 重命名文件 删除文件 2. 文件夹操作 创建文件夹 列出目录内容 删除文件夹（递归） 复制文件夹 3. 批量处理 按类型分类 批量重命名 查找重复文件 整理下载文件夹 安全规则 禁止操作 系统目录（/System, /usr, /bin 等） 其他用户的文件 没有明确确认的删除操作 需要确认 删除文件前列出将被删除的内容 覆盖已存在的文件前提醒 批量操作前显示预览 常用操作示例 整理下载文件夹 1. 创建分类目录 mkdir -p ~/Downloads/ { Documents,Images,Videos,Archives,Others } 2. 按扩展名移动 mv ~/Downloads/*.pdf ~/Downloads/Documents/ mv ~/Downloads/*. { jpg,png,gif } ~/Downloads/Images/ mv ~/Downloads/*. { mp4,mov,avi } ~/Downloads/Videos/ mv ~/Downlo...
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4494 typst lucifer1004/claude-skill-typst
Typst Typst is a modern typesetting system designed as an alternative to LaTeX. It offers a simpler syntax, faster compilation, and programmatic document creation. Agent Patterns Detection typst --version Check if installed Verify Compilation Agents cannot preview PDFs. Verify success via exit code: typst compile document.typ && echo "Success" || echo "Failed" For text-level verification, see debug.md (pdftotext workflow). Common Errors Error Cause Fix "unknown variable" Undefined iden...
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4495 mapbox-search-integration mapbox/mapbox-agent-skills
Mapbox Search Integration Skill Expert guidance for implementing Mapbox search functionality in applications. Covers the complete workflow from asking the right discovery questions, selecting the appropriate search product, to implementing production-ready integrations following best practices from the Mapbox search team. Use This Skill When User says things like: "I need to add search to my map" "I need a search bar for my mapping app" "How do I implement location search?" "I want users to sear...
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4496 email-marketing kostja94/marketing-skills
Email Marketing Comprehensive email marketing skill covering campaign creation, automated sequences, A/B testing, segmentation, and deliverability optimization. Overview This skill covers: Email campaign creation and templates Automated drip sequences A/B testing frameworks List segmentation strategies Deliverability best practices Email Types & Templates 1. Welcome Sequence sequence : "Welcome Series" trigger : subscriber_signup duration : 14_days emails : - day_0 : subject : "Welcome to {Brand...
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4497 vitest-midscene-e2e web-infra-dev/midscene-skills
Vitest Midscene E2E Modules Module Role Vitest TypeScript test framework. Provides describe / it / expect /hooks for test organization, assertions, and lifecycle. Midscene AI-driven UI automation. Interacts with UI elements via natural language — no fragile selectors. Core API: aiAct . Supported platforms: Web — WebTest (Playwright Chromium): ctx.agent + ctx.page Android — AndroidTest (ADB + scrcpy): ctx.agent only iOS — IOSTest (WebDriverAgent): ctx.agent only Workflow Step 1: Clone boilerplate...
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4498 bash-scripting sickn33/antigravity-awesome-skills
Bash Scripting Workflow Overview Specialized workflow for creating robust, production-ready bash scripts with defensive programming patterns, comprehensive error handling, and automated testing. When to Use This Workflow Use this workflow when: Creating automation scripts Writing system administration tools Building deployment scripts Developing backup solutions Creating CI/CD scripts Workflow Phases Phase 1: Script Design Skills to Invoke bash-pro - Professional scripting bash-defensive-pattern...
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4499 ideal-customer-profile phuryn/pm-skills
Ideal Customer Profile Overview Identify your Ideal Customer Profile (ICP) from research and survey data. This skill synthesizes customer research to define the customer most likely to find value, retain, and expand with your product. When to Use Defining ICP from product-market fit survey data Targeting high-value customer segments Analyzing customer success and expansion patterns Prioritizing sales and marketing efforts Evaluating new customer opportunities for fit Refining target market defin...
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4500 sdd:implement neolabhq/context-engineering-kit
Implement Task with Verification Your job is to implement solution in best quality using task specification and sub-agents. You MUST NOT stop until it critically neccesary or you are done! Avoid asking questions until it is critically neccesary! Launch implementation agent, judges, iterate till issues are fixed and then move to next step! Execute task implementation steps with automated quality verification using LLM-as-Judge for critical artifacts. User Input $ARGUMENTS Command Arguments Parse ...
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