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# Skill 仓库 描述 安装量
13501 ai-ml-timeseries vasilyu1983/ai-agents-public
Time Series Forecasting — Modern Patterns & Production Best Practices Modern Best Practices (January 2026): Treat time as a first-class axis: temporal splits, rolling backtests, and point-in-time correctness. Default to strong baselines (naive/seasonal naive) before complex models. Prevent leakage: feature windows and aggregations must use only information available at prediction time. Evaluate by horizon and segment; a single aggregate metric hides failures. Prefer probabilistic forecasts whe...
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13502 alicloud-media-vod cinience/alicloud-skills
Category: service ApsaraVideo VOD Validation mkdir -p output/alicloud-media-vod python -m py_compile skills/media/vod/alicloud-media-vod/scripts/list_openapi_meta_apis.py echo "py_compile_ok" > output/alicloud-media-vod/validate.txt Pass criteria: command exits 0 and output/alicloud-media-vod/validate.txt is generated. Output And Evidence Save API inventory and operation evidence under output/alicloud-media-vod/ . Keep region, media IDs, template IDs, and request parameters in evidence files. Us...
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13503 tooluniverse-gene-enrichment mims-harvard/tooluniverse
Gene Enrichment and Pathway Analysis Perform comprehensive gene enrichment analysis including Gene Ontology (GO), KEGG, Reactome, WikiPathways, and MSigDB enrichment using both Over-Representation Analysis (ORA) and Gene Set Enrichment Analysis (GSEA). Integrates local computation via gseapy with ToolUniverse pathway databases for cross-validated, publication-ready results. IMPORTANT : Always use English terms in tool calls (gene names, pathway names, organism names), even if the user writes in ...
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13504 reducing-entropy davila7/claude-code-templates
Reducing Entropy More code begets more code. Entropy accumulates. This skill biases toward the smallest possible codebase. Core question: "What does the codebase look like after ?" Before You Begin Load at least one mindset from references/ List the files in the reference directory Read frontmatter descriptions to pick which applies Load at least one State which you loaded and its core principle Do not proceed until you've done this. The Goal The goal is less total code in the final codebase - n...
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13505 axiom-background-processing-diag charleswiltgen/axiom
Background Processing Diagnostics Symptom-based troubleshooting for background task issues. Related skills: axiom-background-processing (patterns, checklists), axiom-background-processing-ref (API reference) Symptom 1: Task Never Runs Handler never called despite successful submit(). Quick Diagnosis (5 minutes) Task never runs? │ ├─ Step 1: Check Info.plist (2 min) │ ├─ BGTaskSchedulerPermittedIdentifiers contains EXACT identifier? │ │ └─ NO → Add identifier, rebuild │ ├─ UIBackgroundMo...
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13506 mvp-architect shipshitdev/library
MVP Architect - Minimum Viable Product Scoping Overview Help indie founders scope the smallest possible product that validates their core hypothesis using Hexa's methodology. Get to market in 3 months or less. Hexa's Core Principle: "Launch an MVP with key high-value features within 3 months. It's better to launch with clear, easily understood features, even if they aren't at full power yet." When This Activates "What should my MVP include" "Help me scope my MVP" "What features do I need" "Wh...
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13507 axiom-hang-diagnostics charleswiltgen/axiom
Hang Diagnostics Systematic diagnosis and resolution of app hangs. A hang occurs when the main thread is blocked for more than 1 second, making the app unresponsive to user input. Red Flags — Check This Skill When Symptom This Skill Applies App freezes briefly during use Yes — likely hang UI doesn't respond to touches Yes — main thread blocked "App not responding" system dialog Yes — severe hang Xcode Organizer shows hang diagnostics Yes — field hang reports MetricKit MXHangDiagnostic received...
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13508 travel-companion banjtheman/travel-companion-skill
Travel Companion Assist users with travel planning, destination research, and itinerary management. Quick Start Clarify the request - Confirm destination, dates, budget, and interests Research - Use browser with profile: "openclaw" to search: TikTok for trending local tips Instagram for events and spots Eventbrite for specific dates Google Maps for attractions Expedia for flights/hotels Take snapshots - Read pages with snapshotFormat: "ai" Compile - Create summary with activities, weather, costs...
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13509 nuxt-content nuxt-content/nuxt-studio
Nuxt Content v3 Progressive guidance for content-driven Nuxt apps with typed collections and SQL-backed queries. When to Use Working with: Content collections (content.config.ts, defineCollection) Remote sources (GitHub repos, external APIs via defineCollectionSource) Content queries (queryCollection, navigation, search) MDC rendering (<ContentRenderer>, prose components) Database configuration (SQLite, PostgreSQL, D1, LibSQL) Content hooks (content:file:beforeParse, content:file:afterParse)...
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13510 coding davidkiss/smart-ai-skills
General Coding Best Practices Overview This skill provides a set of core principles and practices for software development. Use this when implementing new features, refactoring existing code, or reviewing code to ensure high quality and maintainability. Core Principles DRY (Don't Repeat Yourself): Avoid logic duplication. If you find yourself writing the same code twice, abstract it. KISS (Keep It Simple, Stupid): Prefer simple, straightforward solutions over complex ones. Avoid over-engineering...
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13511 remotion-bits av/remotion-bits
Remotion Bits Animation components and utilities for building Remotion videos. The library's most powerful feature is Scene3D — a camera-based 3D presentation system (like impress.js) that enables cinematic multi-section compositions with flying camera moves, step-aware element animations, and Transform3D position management. When building any non-trivial composition, prefer Scene3D as your foundation. It handles camera movement, timing, element positioning, and responsive layout all in one syst...
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13512 svelte epicenterhq/epicenter
@json-render/svelte Svelte 5 renderer that converts json-render specs into Svelte component trees. Quick Start <JsonUIProvider> <Renderer {spec} {registry} /> </JsonUIProvider> Creating a Catalog import { defineCatalog } from "@json-render/core" ; import { schema } from "@json-render/svelte" ; import { z } from "zod" ; export const catalog = defineCatalog ( schema , { components : { Button : { props : z . object ( { label : z . string ( ) , variant : z . enum ( [ "primary" , "secondary" ] ) . n...
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13513 web-audio-api martinholovsky/claude-skills-generator
Web Audio API Skill 1. Overview This skill provides Web Audio API expertise for creating audio feedback, voice processing, and sound effects in the JARVIS AI Assistant. Risk Level: LOW - Audio processing with minimal security surface Primary Use Cases: HUD audio feedback (beeps, alerts) Voice input processing Spatial audio for 3D HUD elements Real-time audio visualization Text-to-speech integration 2. Core Responsibilities 2.1 Fundamental Principles TDD First: Write tests before implementati...
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13514 git dalestudy/skills
Git Git 버전 관리 모범 관례 및 워크플로우 가이드. 커밋 메시지 컨벤션 Conventional Commits 사용 커밋 메시지는 <type>: <description> 형식을 따른다: feat: add form validation to login page fix: prevent duplicate email check error on signup docs: add installation guide to README refactor: extract auth logic into separate module test: add payment feature tests chore: update dependencies 주요 타입 타입 설명 예시 feat 새로운 기능 추가 feat: add dark mode support fix 버그 수정 fix: prevent token deletion on logout docs 문서 변경 (코드 변경 없음) docs: update API documenta...
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13515 anime-js dylantarre/animation-principles
Anime.js Animation Guidelines You are an expert in Anime.js, JavaScript, and web animation performance. Follow these guidelines when creating animations. Core Principles Installation and Import npm install animejs // Full import import anime from "animejs" ; // Modular import for smaller bundle size import { animate , timeline , stagger } from "animejs" ; Basic Animation anime ( { targets : ".element" , translateX : 250 , rotate : "1turn" , duration : 800 , easing : "easeInOutQuad" } ) ; Perform...
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13516 mjml-email-templates aaronontheweb/dotnet-skills
MJML Email Templates When to Use This Skill Use this skill when: Building transactional emails (signup, password reset, invoices, notifications) Creating responsive email templates that work across clients Setting up MJML template rendering in .NET
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13517 swiftui-patterns johnrogers/claude-swift-engineering
SwiftUI Patterns Modern SwiftUI patterns for building declarative, performant user interfaces on Apple platforms. Covers the Observation framework, view composition, type-safe navigation, and performance optimization. When to Activate Building SwiftUI views and managing state ( @State , @Observable , @Binding ) Designing navigation flows with NavigationStack Structuring view models and data flow Optimizing rendering performance for lists and complex layouts Working with environment values and de...
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13518 tooluniverse-multi-omics-integration mims-harvard/tooluniverse
Multi-Omics Integration Coordinate and integrate multiple omics datasets for comprehensive systems biology analysis. Orchestrates specialized ToolUniverse skills to perform cross-omics correlation, multi-omics clustering, pathway-level integration, and unified interpretation. When to Use This Skill User has multiple omics datasets (RNA-seq + proteomics, methylation + expression, etc.) Cross-omics correlation queries (e.g., "How does methylation affect expression?") Multi-omics biomarker discover...
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13519 viem 0xsardius/onchain-typescript-skills
Viem Skill Version: Viem 2.x | Official Docs Viem is the modern TypeScript interface for Ethereum. This skill ensures correct patterns for contract interactions, client setup, and type safety. Quick Reference import { createPublicClient, createWalletClient, http } from 'viem' import { mainnet } from 'viem/chains' import { privateKeyToAccount } from 'viem/accounts' Critical Patterns 1. Client Setup Public Client (read-only operations): const publicClient = createPublicClient({ chain: main...
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13520 mermaid-diagrams hoodini/ai-agents-skills
Mermaid Diagramming Create professional software diagrams using Mermaid's text-based syntax. Mermaid renders diagrams from simple text definitions, making diagrams version-controllable, easy to update, and maintainable alongside code. Core Syntax Structure All Mermaid diagrams follow this pattern: diagramType definition content Key principles: First line declares diagram type (e.g., classDiagram , sequenceDiagram , flowchart ) Use %% for comments Line breaks and indentation improve readability b...
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13521 axiom-background-processing-ref charleswiltgen/axiom
Background Processing Reference Complete API reference for iOS background execution, with code examples from WWDC sessions. Related skills: axiom-background-processing (decision trees, patterns), axiom-background-processing-diag (troubleshooting) Part 1: BGTaskScheduler Registration Info.plist Configuration <!-- Required: List all task identifiers --> <key>BGTaskSchedulerPermittedIdentifiers</key> <array> <string>com.yourapp.refresh</string> <string>com.yourapp.maintenance</string> ...
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13522 serialization aaronontheweb/dotnet-skills
Serialization in .NET When to Use This Skill Use this skill when: Choosing a serialization format for APIs, messaging, or persistence Migrating from Newtonsoft.Json to System.Text.Json Implementing AOT-compatible serialization Designing wire formats for distributed systems Optimizing serialization performance Serialization Format Comparison Format Library AOT-Safe Human-Readable Relative Size Relative Speed Best For JSON System.Text.Json (source gen) Yes Yes Largest Good APIs, config, web client...
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13523 soul-guardian prompt-security/clawsec
soul-guardian 👻 Protects your agent's core files (SOUL.md, AGENTS.md, etc.) from unauthorized changes with automatic detection, restoration, and user alerting . Quick Start (3 Steps) Step 1: Initialize baselines cd ~/.openclaw/workspace python3 skills/soul-guardian/scripts/soul_guardian.py init --actor setup --note "initial baseline" Step 2: Enable monitoring python3 skills/soul-guardian/scripts/soul_guardian.py enable-monitoring This shows you how to add monitoring to your workflow. Step 3: Add...
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13524 file path traversal testing davila7/claude-code-templates
File Path Traversal Testing Purpose Identify and exploit file path traversal (directory traversal) vulnerabilities that allow attackers to read arbitrary files on the server, potentially including sensitive configuration files, credentials, and source code. This vulnerability occurs when user-controllable input is passed to filesystem APIs without proper validation. Prerequisites Required Tools Web browser with developer tools Burp Suite or OWASP ZAP cURL for testing payloads Wordlists for autom...
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13525 yuque-personal-reading-digest yuque/yuque-plugin
Reading Digest — Document Summarization & Reading Notes Help the user quickly distill a Yuque document into a structured reading digest with key takeaways, core arguments, and actionable insights. When to Use User wants a summary of a long Yuque document User says "帮我总结这篇文档", "summarize this doc", "生成阅读摘要" User wants to extract key points from an article for future reference User says "这篇文章讲了什么", "帮我提炼要点" Required MCP Tools All tools are from the yuque-mcp server: yuque_search — Find the target ...
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13526 tooluniverse-immunotherapy-response-prediction mims-harvard/tooluniverse
Immunotherapy Response Prediction Predict patient response to immune checkpoint inhibitors (ICIs) using multi-biomarker integration. Transforms a patient tumor profile (cancer type + mutations + biomarkers) into a quantitative ICI Response Score with drug-specific recommendations, resistance risk assessment, and monitoring plan. KEY PRINCIPLES : Report-first approach - Create report file FIRST, then populate progressively Evidence-graded - Every finding has an evidence tier (T1-T4) Quantitative ...
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13527 mistral-ocr parlamento-ai/parlamento-ai
Extract text from images and PDFs using Mistral's dedicated OCR API. No external dependencies required. Requirements This skill requires a Mistral API key. If you don't have one, follow the guide in [reference/getting-started.md](https://github.com/parlamento-ai/parlamento-ai/blob/main/skills/mistral-ocr/reference/getting-started.md). API Key The user must provide their Mistral API key. Ask for it if not available. Option 1 (Recommended for AI agents): User provides key directly in messag...
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13528 product-analytics daffy0208/ai-dev-standards
Product Analytics Define, track, and interpret product metrics across discovery, growth, and mature product stages. When To Use Use this skill for: Metric framework selection (AARRR, North Star, HEART) KPI definition by product stage (pre-PMF, growth, mature) Dashboard design and metric hierarchy Cohort and retention analysis Feature adoption and funnel interpretation Workflow Select metric framework AARRR for growth loops and funnel visibility North Star for cross-functional strategic alignment...
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13529 axiom-now-playing-carplay charleswiltgen/axiom
CarPlay Integration Time cost: 15-20 minutes (if MPNowPlayingInfoCenter already working) Key Insight CarPlay uses the SAME MPNowPlayingInfoCenter and MPRemoteCommandCenter as Lock Screen and Control Center. If your Now Playing integration works on iOS, it automatically works in CarPlay with zero additional code. What CarPlay Reads iOS Component CarPlay Display MPNowPlayingInfoCenter.nowPlayingInfo CPNowPlayingTemplate metadata (title, artist, artwork) MPRemoteCommandCenter handlers CPNowPlay...
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13530 embedded-systems 404kidwiz/claude-supercode-skills
Embedded Systems Engineer Senior embedded systems engineer with deep expertise in microcontroller programming, RTOS implementation, and hardware-software integration for resource-constrained devices. Role Definition You are a senior embedded systems engineer with 10+ years of firmware development experience. You specialize in ARM Cortex-M, ESP32, FreeRTOS, bare-metal programming, and real-time systems. You build reliable, efficient firmware that meets strict timing, power, and resource constr...
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13531 api-integration-builder daffy0208/ai-dev-standards
API Integration Builder Build reliable, maintainable integrations with third-party APIs. Core Principles Assume failure : APIs will go down, rate limits will hit, data will be inconsistent Idempotency matters : Retries shouldn't cause duplicate actions User experience first : Never show users "API Error 429" Security always : Tokens are secrets, validate all data, assume malicious input Integration Architecture Basic Integration Flow Your App ←→ Integration Layer ←→ Third-Party API ├── Auth (OAu...
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13532 context-manager 404kidwiz/claude-supercode-skills
Use this skill when Working on context manager tasks or workflows Needing guidance, best practices, or checklists for context manager Do not use this skill when The task is unrelated to context manager You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You ar...
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13533 qa-regression skillcreatorai/ai-agent-skills
QA Regression Testing Build and run automated regression tests using Playwright. Each test is a reusable skill that can be composed into full test suites. Setup npm init -y npm install playwright @playwright/test npx playwright install Test Structure Create tests in tests/ folder: tests/ ├── auth/ │ ├── login.spec.ts │ └── logout.spec.ts ├── dashboard/ │ └── load.spec.ts ├── users/ │ ├── create.spec.ts │ └── delete.spec.ts └── regression.spec.ts Full suite Common Test Skills Login T...
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13534 flipside flipsidecrypto/flipside-tools
Flipside CLI Query blockchain data, create AI agents, and build automated data pipelines. First Steps Always start by checking what's available in the user's organization: 1. Verify authentication and see the current org flipside whoami 2. List available agents (names vary by org) flipside agents list 3. List available skills flipside skills list Agent and skill names are organization-specific. Always run flipside agents list to discover what agents are available before trying to use ...
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13535 skill-create skillscatalog/registry
Instructions Use this skill to create new Agent Skills from templates. It generates a properly structured skill directory with a valid SKILL.md file and optional scripts/assets folders. When to Use Starting a new skill from scratch Ensuring proper skill structure and naming Quickly prototyping new skill ideas Teaching others how to structure skills How to Use Create a new skill with a name: Create a new skill called "pdf-tools" Create a skill with a specific template: Create a new skill called "...
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13536 alicloud-media-ice cinience/alicloud-skills
Category: service Intelligent Cloud Editing (ICE) Validation mkdir -p output/alicloud-media-ice python -m py_compile skills/media/ice/alicloud-media-ice/scripts/list_openapi_meta_apis.py echo "py_compile_ok" > output/alicloud-media-ice/validate.txt Pass criteria: command exits 0 and output/alicloud-media-ice/validate.txt is generated. Output And Evidence Save API inventory and operation evidence under output/alicloud-media-ice/ . Keep region, workflow IDs, job IDs, and request parameters in evid...
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13537 uniapp-uview teachingai/full-stack-skills
Use this skill whenever the user wants to: - Integrate uView UI into UniApp projects - Configure UniApp projects to work with uView UI (pages.json, manifest.json, easycom) - Handle platform-specific behaviors when using uView in UniApp (H5, mini-program, App, nvue) - Use UniApp features (navigation, APIs, lifecycle) with uView components - Build cross-platform UniApp applications with uView UI components - Configure easycom for automatic uView component import in UniApp - Handle navigatio...
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13538 axiom-metal-migration-ref charleswiltgen/axiom
Metal Migration Reference Complete reference for converting OpenGL/DirectX code to Metal. When to Use This Reference Use this reference when: Converting GLSL shaders to Metal Shading Language (MSL) Converting HLSL shaders to MSL Looking up GL/D3D API equivalents in Metal Setting up MTKView or CAMetalLayer Building render pipelines Using Metal Shader Converter for DirectX Part 1: GLSL to MSL Conversion Type Mappings GLSL MSL Notes void void bool bool int int 32-bit signed uint uint 32-bit u...
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13539 react-flow-code-review existential-birds/beagle
React Flow Code Review Critical Anti-Patterns 1. Defining nodeTypes/edgeTypes Inside Components Problem: Causes all nodes to re-mount on every render. // BAD - recreates object every render function Flow() { const nodeTypes = { custom: CustomNode }; // WRONG return <ReactFlow nodeTypes={nodeTypes} />; } // GOOD - defined outside component const nodeTypes = { custom: CustomNode }; function Flow() { return <ReactFlow nodeTypes={nodeTypes} />; } // GOOD - useMemo if dynamic function Flow...
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13540 audit-ui mblode/agent-skills
No SKILL.md available for this skill. View on GitHub
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13541 analytics-expert shipshitdev/library
Content Analytics Expert Overview This skill enables Claude to analyze content analytics data, generate comprehensive reports, identify performance trends, calculate ROI and revenue attribution, and provide actionable insights for content optimization. When to Use This Skill This skill activates automatically when users: Ask analytics questions or request performance reports Need help analyzing content performance data Want ROI calculations or revenue attribution analysis Request trend ident...
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13542 pydantic-ai-agent-creation existential-birds/beagle
Creating PydanticAI Agents Quick Start from pydantic_ai import Agent Minimal agent (text output) agent = Agent('openai:gpt-4o') result = agent.run_sync('Hello!') print(result.output) str Model Selection Model strings follow provider:model-name format: OpenAI agent = Agent('openai:gpt-4o') agent = Agent('openai:gpt-4o-mini') Anthropic agent = Agent('anthropic:claude-sonnet-4-5') agent = Agent('anthropic:claude-haiku-4-5') Google agent = Agent('google-gla:gemini-2.0-flash') agent = Age...
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13543 axiom-storage-management-ref charleswiltgen/axiom
iOS Storage Management Reference Purpose: Comprehensive reference for storage pressure, purging policies, disk space, and URL resource values Availability: iOS 5.0+ (basic), iOS 11.0+ (modern capacity APIs) Context: Answer to "Does iOS provide any way to mark files as 'purge as last resort'?" When to Use This Skill Use this skill when you need to: Understand iOS file purging behavior Check available disk space correctly Set purge priorities for cached files Exclude files from backup Monitor ...
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13544 dead-code-removal 89jobrien/steve
Dead Code Removal This skill safely identifies and removes unused code across multiple programming languages. It includes comprehensive safety checks to prevent removing code that's actually needed. When to Use This Skill After refactoring code and removing features Before production deployment to reduce bundle size When cleaning up legacy code When removing deprecated functionality When optimizing codebase size When maintaining code quality standards What This Skill Does Language Detection: I...
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13545 design-thinking melodic-software/claude-code-plugins
Design Thinking When to Use This Skill Use this skill when: Design Thinking tasks - Working on design thinking methodology for human-centered innovation. covers the 5-phase ideo/stanford d.school approach (empathize, define, ideate, prototype, test) with workshop facilitation and exercise templates Planning or design - Need guidance on Design Thinking approaches Best practices - Want to follow established patterns and standards Overview A human-centered approach to innovation that integrates the...
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13546 timescaledb 2025emma/vibe-coding-cn
Timescaledb Skill Comprehensive assistance with timescaledb development, generated from official documentation. When to Use This Skill This skill should be triggered when: Working with timescaledb Asking about timescaledb features or APIs Implementing timescaledb solutions Debugging timescaledb code Learning timescaledb best practices Quick Reference Common Patterns Quick reference patterns will be added as you use the skill. Example Code Patterns Example 1 (bash): rails new my_app -d=po...
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13547 aetherviz-master andyhuo520/aetherviz-master
AetherViz Master —— 互动教育可视化建筑师 版本 : 5.0 (SVG + Three.js 融合版) 创建日期 : 2026-02-22 核心使命 : 把用户输入的任意教学主题瞬间转化为沉浸式3D交互教学网页 核心配色方案 (Professional Teal-Cyan Theme) 主色调系统 /* 核心渐变 - 从青绿到天蓝 */ --primary-gradient : linear-gradient ( 135 deg , 14B8A6 0 % , 06B6D4 50 % , 22D3EE 100 % ) ; --primary-gradient-light : linear-gradient ( 135 deg , 2DD4BF 0 % , 5EEAD4 50 % , 67E8F9 100 % ) ; --primary-gradient-dark : linear-gradient ( 135 deg , 0D9488 0 % , 0891B2 50 % , 0EA5E9 100 % ) ; /* 背景渐变 - 深海科技感 */ --bg-gradien...
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13548 weather-skill mateeb11/weather-forecast
Weather Skill Provides current weather and forecasts for any location using two free APIs: Nominatim (OpenStreetMap) for geocoding locations → scripts/geocode.py Open-Meteo for weather data → scripts/fetch_weather.py Workflow Understand the user's request. Extract the location, time range, and whether they're planning travel. See examples below. Geocode the location by running scripts/geocode.py "<location>" . It returns JSON with display_name , lat , lon , and an ambiguous flag. If ambiguous, a...
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13549 microsoft-extensions-configuration aaronontheweb/dotnet-skills
Microsoft.Extensions Configuration Patterns When to Use This Skill Use this skill when: Binding configuration from appsettings.json to strongly-typed classes Validating configuration at application startup (fail fast) Implementing complex validation logic for settings Designing configuration classes that are testable and maintainable Understanding IOptions, IOptionsSnapshot, and IOptionsMonitor Why Configuration Validation Matters The Problem: Applications often fail at runtime due to misconfigu...
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13550 sqlalchemy-postgres cfircoo/claude-code-toolkit
<essential_principles> SQLAlchemy 2.0 + Pydantic + PostgreSQL Best Practices This skill provides expert guidance for building production-ready database layers. Stack SQLAlchemy 2.0 with async support (asyncpg driver) Pydantic v2 for validation and serialization Alembic for migrations PostgreSQL only Core Principles 1. Separation of Concerns models/ SQLAlchemy ORM models (database layer) schemas/ Pydantic schemas (API layer) repositories/ Data access patterns services/ Bus...
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