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# Skill 仓库 描述 安装量
6801 auth0-mfa auth0/agent-skills
Auth0 MFA Guide Add Multi-Factor Authentication to protect user accounts and require additional verification for sensitive operations. Overview What is MFA? Multi-Factor Authentication (MFA) requires users to provide two or more verification factors to access their accounts. Auth0 supports multiple MFA factors and enables step-up authentication for sensitive operations. When to Use This Skill Adding MFA to protect user accounts Requiring additional verification for sensitive actions (payments, s...
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6802 openapi-to-typescript davila7/claude-code-templates
OpenAPI to TypeScript Converts OpenAPI 3.0 specifications to TypeScript interfaces and type guards. Input: OpenAPI file (JSON or YAML) Output: TypeScript file with interfaces and type guards When to Use "generate types from openapi" "convert openapi to typescript" "create API interfaces" "generate types from spec" Workflow Request the OpenAPI file path (if not provided) Read and validate the file (must be OpenAPI 3.0.x) Extract schemas from components/schemas Extract endpoints from paths (reques...
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6803 c4-architecture-c4-architecture sickn33/antigravity-awesome-skills
C4 Architecture Documentation Workflow Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. [Extended thinking: This workflow implements a complete C4 architecture documentation process following the C4 model (Context, Container, Component, Code). It uses a bottom-up approach, starting from the deepest code directories and working upward, ensuring every code element is documented before synthesizing into higher-level abstra...
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6804 realtime-monitor chengzuopeng/stock-sdk-mcp
🔔 实时监控 描述 你是一个股票实时监控助手，能够帮助用户跟踪一组自选股的实时行情，并在价格变化时提供及时的信息更新。 能力范围 批量查询多只股票的实时行情 跨市场监控（A 股 + 港股 + 美股混合） 识别异动股票（大涨/大跌） 比较持仓盈亏情况 使用方法 用户可以通过以下方式触发： "帮我看看这几只股票：茅台、腾讯、苹果" "查一下我的持仓：600519 买入价 1400，00700 买入价 350" "监控一下创业板 ETF 和纳指 ETF" 执行步骤 步骤 1: 解析用户的股票列表 从用户输入中提取： 股票名称/代码列表 买入价格（如有） 持仓数量（如有） 步骤 2: 查询实时行情 使用 get_quotes_by_query 批量查询： { "tool" : "get_quotes_by_query" , "arguments" : { "queries" : [ "茅台" , "腾讯" , "苹果" ] } } 或使用分市场精确查询： { "tool" : "get_a_share_quotes" , "arguments" : { "codes" : [ "sh60051...
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6805 research jwynia/agent-skills
Research Skill Conduct comprehensive research on any topic with automatic source gathering, analysis, and response generation with citations. Authentication The script uses OAuth via the Tavily MCP server. No manual setup required - on first run, it will: Check for existing tokens in ~/.mcp-auth/ If none found, automatically open your browser for OAuth authentication Note: You must have an existing Tavily account. The OAuth flow only supports login — account creation is not available through thi...
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6806 axiom-vision-ref charleswiltgen/axiom
Vision Framework API Reference Comprehensive reference for Vision framework computer vision: subject segmentation, hand/body pose detection, person detection, face analysis, text recognition (OCR), barcode detection, and document scanning. When to Use This Reference Implementing subject lifting using VisionKit or Vision Detecting hand/body poses for gesture recognition or fitness apps Segmenting people from backgrounds or separating multiple individuals Face detection and landmarks for AR effe...
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6807 wireshark network traffic analysis davila7/claude-code-templates
Wireshark Network Traffic Analysis Purpose Execute comprehensive network traffic analysis using Wireshark to capture, filter, and examine network packets for security investigations, performance optimization, and troubleshooting. This skill enables systematic analysis of network protocols, detection of anomalies, and reconstruction of network conversations from PCAP files. Inputs / Prerequisites Required Tools Wireshark installed (Windows, macOS, or Linux) Network interface with capture permissi...
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6808 actionbook-scraper actionbook/actionbook
Actionbook Scraper Skill ⚠️ CRITICAL: Two-Part Verification Every generated script MUST pass BOTH checks: Check What to Verify Failure Example Part 1: Script Runs No errors, no timeouts Selector not found Part 2: Data Correct Content matches expected Extracted "Click to expand" instead of name ┌─────────────────────────────────────────────────────┐ │ 1. Generate Script │ │ ↓ │ │ 2. Execute Script ...
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6809 obsidian-clipper-template-creator davila7/claude-code-templates
Obsidian Web Clipper Template Creator This skill helps you create importable JSON templates for the Obsidian Web Clipper. Workflow Identify User Intent: specific site (YouTube), specific type (Recipe), or general clipping? Check Existing Bases: The user likely has a "Base" schema defined in Templates/Bases/. Action: Read Templates/Bases/*.base to find a matching category (e.g., Recipes.base). Action: Use the properties defined in the Base to structure the Clipper template properties. See refer...
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6810 sred-work-summary getsentry/skills
SRED Work Summary Collect all the Github PRs, Notion docs and Linear tickets a person completed in a given year. Group the links from all of those into projects. Put everything into a private Notion document and return a link to that document. Prerequisites Before starting make sure that Github, Notion and Linear can be accessed. Notion and Linear should be connected using an MCP. Github can be connected with an MCP, but if you have access to the gh CLI tool, you can use that instead. If any of ...
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6811 cross-site scripting and html injection testing davila7/claude-code-templates
Cross-Site Scripting and HTML Injection Testing Purpose Execute comprehensive client-side injection vulnerability assessments on web applications to identify XSS and HTML injection flaws, demonstrate exploitation techniques for session hijacking and credential theft, and validate input sanitization and output encoding mechanisms. This skill enables systematic detection and exploitation across stored, reflected, and DOM-based attack vectors. Inputs / Prerequisites Required Access Target web appli...
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6812 webhook-integration aj-geddes/useful-ai-prompts
Dodo Payments Webhook Integration Reference: docs.dodopayments.com/developer-resources/webhooks Webhooks provide real-time notifications when payment events occur. Use them to automate workflows, update databases, send notifications, and keep your systems synchronized. Quick Setup 1. Configure Webhook in Dashboard Go to Dashboard → Developer → Webhooks Click "Create Webhook" Enter your endpoint URL Select events to subscribe to Copy the webhook secret 2. Environment Variables DODO_PAYMENTS_WEBHO...
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6813 vue-application-structure aj-geddes/useful-ai-prompts
Vue Application Structure Overview Build well-organized Vue 3 applications using Composition API, proper file organization, and TypeScript for type safety and maintainability. When to Use Large-scale Vue applications Component library development Reusable composable hooks Complex state management Performance optimization Implementation Examples 1. Vue 3 Composition API Component // useCounter.ts (Composable) import { ref, computed } from 'vue'; export function useCounter(initialValue = 0) { ...
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6814 competitive-analyst 404kidwiz/claude-supercode-skills
Competitive Analyst Agent Purpose Provides competitive intelligence and strategic analysis expertise specializing in systematic competitor analysis, market positioning assessment, and strategic advantage identification. Excels at multi-dimensional competitive landscape mapping, capability assessment, and strategic recommendation development. When to Use Conducting systematic competitor analysis and mapping Assessing market positioning and competitive advantages Evaluating competitor capabil...
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6815 monorepo-management aj-geddes/useful-ai-prompts
Monorepo Management Table of Contents Overview When to Use Quick Start Reference Guides Best Practices Overview Establish scalable monorepo structures that support multiple interdependent packages while maintaining build efficiency, dependency management, and deployment coordination. When to Use Multi-package projects Shared libraries across services Microservices architecture Plugin-based systems Multi-app platforms (web + mobile) Workspace dependency management Scaled team development Quick St...
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6816 mom-test wondelai/skills
The Mom Test Framework Framework for having useful customer conversations that won't lead you astray. Based on a fundamental truth: everyone is lying to you -- not because they're malicious, but because you're asking the wrong questions. Your mom will tell you your idea is great because she loves you. Investors, friends, and even potential customers will do the same. The Mom Test provides rules for asking questions so good that even your mom can't lie to you. Core Principle Good customer convers...
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6817 customaize-agent:agent-evaluation neolabhq/context-engineering-kit
Evaluation Methods for Claude Code Agents Evaluation of agent systems requires different approaches than traditional software or even standard language model applications. Agents make dynamic decisions, are non-deterministic between runs, and often lack single correct answers. Effective evaluation must account for these characteristics while providing actionable feedback. A robust evaluation framework enables continuous improvement, catches regressions, and validates that context engineering cho...
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6818 opentrons-integration davila7/claude-code-templates
Opentrons Integration Overview Opentrons is a Python-based lab automation platform for Flex and OT-2 robots. Write Protocol API v2 protocols for liquid handling, control hardware modules (heater-shaker, thermocycler), manage labware, for automated pipetting workflows. When to Use This Skill This skill should be used when: Writing Opentrons Protocol API v2 protocols in Python Automating liquid handling workflows on Flex or OT-2 robots Controlling hardware modules (temperature, magnetic, heate...
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6819 readme-generator jeremylongshore/claude-code-plugins-plus-skills
Readme Generator Purpose This skill provides automated assistance for readme generator tasks within the DevOps Basics domain. When to Use This skill activates automatically when you: Mention "readme generator" in your request Ask about readme generator patterns or best practices Need help with foundational devops skills covering version control, containerization, basic ci/cd, and infrastructure fundamentals. Capabilities Provides step-by-step guidance for readme generator Follows industry be...
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6820 tdd-orchestrator sickn33/antigravity-awesome-skills
Use this skill when Working on tdd orchestrator tasks or workflows Needing guidance, best practices, or checklists for tdd orchestrator Do not use this skill when The task is unrelated to tdd orchestrator 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...
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6821 ddia-systems wondelai/skills
Designing Data-Intensive Applications Framework A principled approach to building reliable, scalable, and maintainable data systems. Apply these principles when choosing databases, designing schemas, architecting distributed systems, or reasoning about consistency and fault tolerance. Core Principle Data outlives code. Applications are rewritten, languages change, frameworks come and go -- but data and its structure persist for decades. Every architectural decision must prioritize the long-term ...
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6822 sentry-android-sdk getsentry/sentry-for-ai
All Skills > SDK Setup > Android SDK Sentry Android SDK Opinionated wizard that scans your Android project and guides you through complete Sentry setup — error monitoring, tracing, profiling, session replay, logging, and more. Invoke This Skill When User asks to "add Sentry to Android" or "set up Sentry" in an Android app User wants error monitoring, crash reporting, ANR detection, tracing, profiling, session replay, or logging in Android User mentions sentry-android , io.sentry:sentry-android ,...
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6823 tanstack-table casper-studios/casper-marketplace
TanStack Table Headless data tables with server-side pagination, filtering, sorting, and virtualization for Cloudflare Workers + D1 Quick Start Last Updated : 2026-01-09 Versions : @tanstack/react-table@8.21.3, @tanstack/react-virtual@3.13.18 npm install @tanstack/react-table@latest npm install @tanstack/react-virtual@latest For virtualization Basic Setup (CRITICAL: memoize data/columns to prevent infinite re-renders): import { useReactTable , getCoreRowModel , ColumnDef } from '@tanstack/react...
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6824 model hyperparameter tuning aj-geddes/useful-ai-prompts
Model Hyperparameter Tuning Overview Hyperparameter tuning is the process of systematically searching for the best combination of model configuration parameters to maximize performance on validation data. When to Use When optimizing model performance beyond baseline configurations When comparing different parameter combinations systematically When fine-tuning complex models with many hyperparameters When seeking the best trade-off between bias, variance, and training time When improving model ge...
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6825 symfony:writing-plans makfly/superpowers-symfony
$ npx skills add https://github.com/makfly/superpowers-symfony --skill symfony:writing-plans<div
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6826 golang-database-patterns bobmatnyc/claude-mpm-skills
Go Database Patterns Overview Go's database ecosystem provides multiple layers of abstraction for SQL database integration. From the standard library's database/sql to enhanced libraries like sqlx and PostgreSQL-optimized pgx, developers can choose the right tool for their performance and ergonomics needs. Key Features: 🔌 database/sql: Standard interface for any SQL database 🚀 sqlx: Convenience methods with struct scanning and named queries 🐘 pgx: PostgreSQL-native driver with maximum perform...
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6827 unocss uni-helper/skills
UnoCSS is an instant atomic CSS engine designed to be flexible and extensible. The core is un-opinionated - all CSS utilities are provided via presets. It's a superset of Tailwind CSS, so you can reuse your Tailwind knowledge for basic syntax usage. Important: Before writing UnoCSS code, agents should check for `uno.config.*` or `unocss.config.*` files in the project root to understand what presets, rules, and shortcuts are available. If the project setup is unclear, avoid using attributify mod...
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6828 axiom-sqlitedata-ref charleswiltgen/axiom
SQLiteData Advanced Reference Overview Advanced query patterns and schema composition techniques for SQLiteData by Point-Free. Built on GRDB and StructuredQueries. For core patterns (CRUD, CloudKit setup, @Table basics), see the axiom-sqlitedata discipline skill. This reference covers advanced querying, schema composition, views, and custom aggregates. Requires iOS 17+, Swift 6 strict concurrency Framework SQLiteData 1.4+ Column Groups and Schema Composition SQLiteData provides powerful to...
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6829 task-breakdown jwynia/agent-skills
Task Breakdown: Executive Function Support Skill You help people with ADHD, autism, and other executive function differences transform overwhelming tasks into manageable action steps. Your role is to provide external scaffolding, not motivation lectures. Core Principle Executive dysfunction is neurological, not motivational. External systems compensate for working memory limitations. You're not here to "fix" anyone. You're providing prosthetic executive function—tools that help navigate a wo...
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6830 memory-retrieval-learning lyndonkl/claude
Create evidence-based learning plans that maximize long-term retention through spaced repetition, retrieval practice, and interleaving. When to Use Use memory-retrieval-learning when you need to: Exam & Certification Prep: - Study for professional certifications (AWS, CPA, PMP, bar exam, medical boards) - Prepare for academic exams (SAT, GRE, finals) - Master substantial material over weeks/months - Retain knowledge for high-stakes tests Professional Learning: - Learn new technology st...
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6831 eachlabs-image-edit eachlabs/skills
EachLabs Image Edit Edit, transform, and enhance existing images using 130+ AI models via the EachLabs Predictions API. Authentication Header: X-API-Key: <your-api-key> Set the EACHLABS_API_KEY environment variable. Get your key at eachlabs.ai . Model Selection Guide General Image Editing Model Slug Best For Flux 2 Turbo Edit flux-2-turbo-edit Fast high quality editing Flux 2 Flash Edit flux-2-flash-edit Fastest editing Flux 2 Max Edit flux-2-max-edit Highest quality editing Flux 2 Pro Edit flux...
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6832 data-engineering-data-driven-feature sickn33/antigravity-awesome-skills
Data-Driven Feature Development Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation. [Extended thinking: This workflow orchestrates a comprehensive data-driven development process from initial data analysis and hypothesis formulation through feature implementation with integrated analytics, A/B testing infrastructure, and post-launch analysis. Each phase leverages specialized agents to ensure f...
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6833 api-filtering-sorting aj-geddes/useful-ai-prompts
API Filtering & Sorting Overview Build flexible filtering and sorting systems that handle complex queries efficiently with proper validation, security, and performance optimization. When to Use Building search and filter interfaces Implementing advanced query capabilities Creating flexible data retrieval endpoints Optimizing query performance Validating user input for queries Supporting complex filtering logic Instructions 1. Query Parameter Filtering // Node.js filtering implementation app.ge...
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6834 debug lobehub/lobe-chat
Debug Package Usage Guide Basic Usage import debug from 'debug' ; // Format: lobe-[module]:[submodule] const log = debug ( 'lobe-server:market' ) ; log ( 'Simple message' ) ; log ( 'With variable: %O' , object ) ; log ( 'Formatted number: %d' , number ) ; Namespace Conventions Desktop: lobe-desktop:[module] Server: lobe-server:[module] Client: lobe-client:[module] Router: lobe-[type]-router:[module] Format Specifiers %O - Object expanded (recommended for complex objects) %o - Object %s - String ...
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6835 writing-humanizer-zh hairyf/skills
Humanizer-zh: 去除 AI 写作痕迹 你是一位文字编辑，专门识别和去除 AI 生成文本的痕迹，使文字听起来更自然、更有人味。本指南基于维基百科的"AI 写作特征"页面，由 WikiProject AI Cleanup 维护。 你的任务 当收到需要人性化处理的文本时： 识别 AI 模式 - 扫描下面列出的模式 重写问题片段 - 用自然的替代方案替换 AI 痕迹 保留含义 - 保持核心信息完整 维持语调 - 匹配预期的语气（正式、随意、技术等） 注入灵魂 - 不仅要去除不良模式，还要注入真实的个性 核心规则速查 在处理文本时，牢记这 5 条核心原则： 删除填充短语 - 去除开场白和强调性拐杖词 打破公式结构 - 避免二元对比、戏剧性分段、修辞性设置 变化节奏 - 混合句子长度。两项优于三项。段落结尾要多样化 信任读者 - 直接陈述事实，跳过软化、辩解和手把手引导 删除金句 - 如果听起来像可引用的语句，重写它 个性与灵魂 避免 AI 模式只是工作的一半。无菌、没有声音的写作和机器生成的内容一样明显。好的写作背后有一个真实的人。 缺乏灵魂的写作迹象（即使技术上"干净"）： 每个句...
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6836 runbook-creation aj-geddes/useful-ai-prompts
Runbook Creation Overview Create comprehensive operational runbooks that provide step-by-step procedures for common operational tasks, incident response, and system maintenance. When to Use Incident response procedures Standard operating procedures (SOPs) On-call playbooks System maintenance guides Disaster recovery procedures Deployment runbooks Escalation procedures Service restoration guides Incident Response Runbook Template Incident Response Runbook Quick Reference Severity Levels: - ...
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6837 axiom-cloud-sync-diag charleswiltgen/axiom
iCloud Sync Diagnostics Overview Core principle 90% of cloud sync problems stem from account/entitlement issues, network connectivity, or misunderstanding sync timing—not iCloud infrastructure bugs. iCloud (both CloudKit and iCloud Drive) handles billions of sync operations daily across all Apple devices. If your data isn't syncing, the issue is almost always configuration, connectivity, or timing expectations. Red Flags — Suspect Cloud Sync Issue If you see ANY of these: Files/data not app...
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6838 alicloud-network-esa cinience/alicloud-skills
Category: service Edge Security Acceleration (ESA) Validation mkdir -p output/alicloud-network-esa python -m py_compile skills/network/esa/alicloud-network-esa/scripts/list_openapi_meta_apis.py echo "py_compile_ok" > output/alicloud-network-esa/validate.txt Pass criteria: command exits 0 and output/alicloud-network-esa/validate.txt is generated. Output And Evidence Save API inventory and operation evidence under output/alicloud-network-esa/ . Keep command parameters and region scope in evidence ...
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6839 sentry-react-native-setup getsentry/sentry-agent-skills
Sentry React Native Setup Install and configure Sentry in React Native projects using the official wizard CLI. Invoke This Skill When User asks to "add Sentry to React Native" or "install Sentry" in a React Native app User wants error monitoring, logging, or tracing in React Native or Expo User mentions "@sentry/react-native" or mobile error tracking Wizard Setup (Recommended) npx @sentry/wizard@latest -i reactNative What the Wizard Does Task Description Install SDK Adds @sentry/react-native ...
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6840 better-all casper-studios/casper-marketplace
Documentation GitHub Repository: https://github.com/shuding/better-all Note: This library is not yet indexed in DeepWiki or Context7. better-all Library better-all provides Promise.all with automatic dependency optimization. Instead of manually analyzing which tasks can run in parallel, tasks declare dependencies inline and execution is automatically optimized. Installation pnpm add better-all Basic Usage import { all } from "better-all" ; const results = await all ( { // Independent tasks run i...
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6841 add-provider-package vercel/ai
Adding a New Provider Package This guide covers the process of creating a new @ai-sdk/<provider> package to integrate an AI service into the AI SDK. First-Party vs Third-Party Providers Third-party packages : Any provider can create a third-party package. We're happy to link to it from our documentation. First-party @ai-sdk/<provider> packages : If you prefer a first-party package, please create an issue first to discuss. Reference Example See https://github.com/vercel/ai/pull/8136/files for a c...
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6842 asr answerzhao/agent-skills
When to Use User wants to transcribe an audio file to text User provides an audio file path and asks for transcription User says "转录", "识别", "transcribe", "语音转文字" When NOT to Use User wants to synthesize speech from text (use /tts ) User wants to create a podcast or explainer (use /podcast or /explainer ) Purpose Transcribe audio files to text using coli asr , which runs fully offline via local speech recognition models. No API key required. Supports Chinese, English, Japanese, Korean, and Canto...
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6843 tailwind-design-system giuseppe-trisciuoglio/developer-kit
Tailwind Design System (v4) Build production-ready design systems with Tailwind CSS v4, including CSS-first configuration, design tokens, component variants, responsive patterns, and accessibility. Note : This skill targets Tailwind CSS v4 (2024+). For v3 projects, refer to the upgrade guide . When to Use This Skill Creating a component library with Tailwind v4 Implementing design tokens and theming with CSS-first configuration Building responsive and accessible components Standardizing UI patte...
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6844 django-pro sickn33/antigravity-awesome-skills
Use this skill when Working on django pro tasks or workflows Needing guidance, best practices, or checklists for django pro Do not use this skill when The task is unrelated to django 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 a Django expe...
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6845 kaizen:kaizen neolabhq/context-engineering-kit
Kaizen: Continuous Improvement Apply continuous improvement mindset - suggest small iterative improvements, error-proof designs, follow established patterns, avoid over-engineering; automatically applied to guide quality and simplicity 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 implemen...
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6846 convex best practices waynesutton/convexskills
Convex Best Practices Build production-ready Convex applications by following established patterns for function organization, query optimization, validation, TypeScript usage, and error handling. Code Quality All patterns in this skill comply with @convex-dev/eslint-plugin . Install it for build-time validation: npm i @convex-dev/eslint-plugin --save-dev // eslint.config.js import { defineConfig } from "eslint/config" ; import convexPlugin from "@convex-dev/eslint-plugin" ; export default define...
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6847 scipy-best-practices mindrally/skills
SciPy Best Practices Expert guidelines for SciPy development, focusing on scientific computing, optimization, signal processing, and statistical analysis. Code Style and Structure Write concise, technical Python code with accurate SciPy examples Prioritize numerical accuracy and computational efficiency Use functional programming patterns for mathematical operations Prefer vectorized operations over explicit loops Use descriptive variable names reflecting scientific context Follow PEP 8 style ...
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6848 fba fastapi-practices/skills
官方文档: [https://fastapi-practices.github.io/fastapi_best_architecture_docs/](https://fastapi-practices.github.io/fastapi_best_architecture_docs/) 项目结构 ``` backend/ ├── main.py 应用入口 ├── run.py 启动脚本（IDE 调试） ├── cli.py CLI 命令行工具 ├── app/ 核心业务模块 │ ├── router.py 主路由汇总 │ ├── admin/ 管理后台应用 │ │ ├── api/v1/ API 路由 │ │ │ ├── auth/ 认证模块 │ │ │ ...
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6849 typescript-core bobmatnyc/claude-mpm-skills
TypeScript Core Patterns Modern TypeScript development patterns for type safety, runtime validation, and optimal configuration. Quick Start New Project: Use 2025 tsconfig → Enable strict + noUncheckedIndexedAccess → Choose Zod for validation Existing Project: Enable strict: false initially → Fix any with unknown → Add noUncheckedIndexedAccess API Development: Zod schemas at boundaries → z.infer<typeof Schema> for types → satisfies for routes Library Development: Enable declaration: true → ...
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6850 typescript-expert martinholovsky/claude-skills-generator
TypeScript Expert You are an advanced TypeScript expert with deep, practical knowledge of type-level programming, performance optimization, and real-world problem solving based on current best practices. When invoked: If the issue requires ultra-specific expertise, recommend switching and stop: Deep webpack/vite/rollup bundler internals → typescript-build-expert Complex ESM/CJS migration or circular dependency analysis → typescript-module-expert Type performance profiling or compiler interna...
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