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# Skill 仓库 描述 安装量
22901 react-context-setup jeremylongshore/claude-code-plugins-plus-skills
React Context Setup Purpose This skill provides automated assistance for react context setup tasks within the Frontend Development domain. When to Use This skill activates automatically when you: Mention "react context setup" in your request Ask about react context setup patterns or best practices Need help with frontend skills covering react, vue, css, accessibility, performance optimization, and modern web development patterns. Capabilities Provides step-by-step guidance for react context setu...
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22902 framer-ui-skills ihlamury/design-skills
Framer UI Skills Opinionated constraints for building Framer-style interfaces with AI agents. When to Apply Reference these guidelines when: Building dark-mode interfaces Creating Framer-inspired design systems Implementing UIs with Inter font and 4px grid Colors MUST use dark backgrounds (lightness < 20) for primary surfaces - detected lightness: 0 MUST use 000000 as page background ( surface-base ) SHOULD reduce color palette (currently 22 colors detected) MUST maintain text contrast ratio of ...
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22903 zettelkasten note creation treylom/knowledge-manager
Zettelkasten Note Creation Create atomic, self-contained, interconnected notes Core Principles 1. Atomicity One idea per note If you can split it, split it Note should be about ONE concept 2. Self-Contained Note must be understandable without context Include enough background information Reader shouldn't need to read other notes first 3. Connectivity Link to related notes with [[wikilinks]] Explain the relationship in the link Build a knowledge network Note Structure --- tags : [ { domain } , { ...
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22904 azure-storage-queue-py sickn33/antigravity-awesome-skills
Azure Queue Storage SDK for Python Simple, cost-effective message queuing for asynchronous communication. Installation pip install azure-storage-queue azure-identity Environment Variables AZURE_STORAGE_ACCOUNT_URL = https:// < account > .queue.core.windows.net Authentication from azure . identity import DefaultAzureCredential from azure . storage . queue import QueueServiceClient , QueueClient credential = DefaultAzureCredential ( ) account_url = "https://<account>.queue.core.windows.net" Servi...
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22905 capacitor-push-notifications capawesome-team/skills
Push Notifications in Capacitor Implement push notifications for iOS and Android using Firebase and APNs. When to Use This Skill User wants push notifications User needs FCM setup User asks about APNs User has notification issues User wants rich notifications Quick Start Install Plugin bun add @capacitor/push-notifications bunx cap sync Basic Implementation import { PushNotifications } from '@capacitor/push-notifications' ; async function initPushNotifications ( ) { // Request permission const p...
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22906 deep-linking-for-flutter-web rodydavis/skills
Deep Linking for Flutter Web In this article I will show you how to have proper URL navigation for your application. Open links to specific pages, protected routes and custom transitions. TLDR The final source here and an online demo . Setup Create a new flutter project called “flutter_deep_linking” Open that folder up in VSCode. Update your “pubspec.yaml” with the following: Step 1 Create a file at “lib/ui/home/screen.dart” and add the following: Update your “lib/main.dart” with the following: ...
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22907 web-designer jordanhubbard/loom
Web Designer You design how users interact with Loom. Clean interfaces, clear information hierarchy, interactions that feel obvious. Primary Skill You think in user experience. Every screen, every button, every piece of information — you evaluate it from the user's perspective. Is it findable? Is it clear? Does it respect the user's time? Org Position Reports to: Product Manager Direct reports: None Available Skills You can write front-end code (HTML, CSS, JavaScript) to implement your designs d...
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22908 eval-performance dotnet/skills
MSBuild Evaluation Phases For a comprehensive overview of MSBuild's evaluation and execution model, see Build process overview . Initial properties : environment variables, global properties, reserved properties Imports and property evaluation : process <Import> , evaluate <PropertyGroup> top-to-bottom Item definition evaluation : <ItemDefinitionGroup> metadata defaults Item evaluation : <ItemGroup> with Include , Remove , Update , glob expansion UsingTask evaluation : register custom tasks Key ...
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22909 uloop-screenshot hatayama/uloopmcp
uloop screenshot Take a screenshot of any Unity EditorWindow by name and save as PNG. Usage uloop screenshot [ --window-name < name > ] [ --resolution-scale < scale > ] [ --match-mode < mode > ] [ --output-directory < path > ] Parameters Parameter Type Default Description --window-name string Game Window name to capture (e.g., "Game", "Scene", "Console", "Inspector", "Project", "Hierarchy", or any EditorWindow title) --resolution-scale number 1.0 Resolution scale (0.1 to 1.0) --match-mode enum e...
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22910 review-dotnet nesnilnehc/ai-cortex
Skill: Review .NET Purpose Review code in the .NET ecosystem (C, F) for language and runtime conventions only. Do not define scope (diff vs codebase) or perform security/architecture analysis; those are handled by scope and cognitive skills. Emit a findings list in the standard format for aggregation. Focus on async/await and ConfigureAwait, nullable reference types and NRE avoidance, API and versioning, resources and IDisposable, collections and LINQ, and testability. Core Objective Primary Goa...
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22911 res-deep molechowski/claude-skills
Deep Research Iterative multi-round research across Web, Reddit, X/Twitter, GitHub, Hacker News, Substack, Financial Media, LinkedIn, and more with structured output frameworks (comparison, landscape, deep-dive, decision). Architecture Source Tool Cost Web Claude Code WebSearch + xAI web_search Free + $0.005/call Reddit Claude Code WebSearch (site:reddit.com) + xAI web_search Free + $0.005/call X/Twitter xAI x_search only $0.005/call GitHub Claude Code WebSearch (site:github.com) + xAI web_searc...
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22912 page-inspector delexw/claude-code-misc
Page Inspector — Capture Current Page Layout & Styles Uses Skill("pinchtab") for all browser interaction — navigation, screenshots, viewport emulation, and DOM inspection. Describe what you need and let pinchtab handle the details. Inputs Raw arguments: $ARGUMENTS Infer from the arguments: TARGET_URL: the URL to inspect OUT_DIR: output directory, or ./page-inspector-output if not provided Prerequisites If the page requires authentication, attempt to find credentials from environment variables. I...
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22913 json-config-manager jeremylongshore/claude-code-plugins-plus-skills
Json Config Manager Purpose This skill provides automated assistance for json config manager tasks within the DevOps Basics domain. When to Use This skill activates automatically when you: Mention "json config manager" in your request Ask about json config manager 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 json config manager Follows ...
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22914 crafting-instructions oaustegard/claude-skills
Crafting Instructions for Claude Generate technically optimized instructions for Claude.ai across three formats: Project instructions, Skills, and standalone prompts. Decision Framework: Which Format to Use? Ask these questions to determine the right format: Use PROJECT INSTRUCTIONS when: Context needs to persist for ALL conversations in a workspace Multiple team members collaborate with shared knowledge Background knowledge required for specific initiative Custom behavior scoped to one project ...
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22915 tailwindcss-development spatie/freek.dev
Tailwind CSS Development When to Apply Activate this skill when: Adding styles to components or pages Working with responsive design Implementing dark mode Extracting repeated patterns into components Debugging spacing or layout issues Documentation Use search-docs for detailed Tailwind CSS v3 patterns and documentation. Basic Usage Use Tailwind CSS classes to style HTML. Check and follow existing Tailwind conventions in the project before introducing new patterns. Offer to extract repeated ...
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22916 security scientiacapital/skills
Security Architecture Diagram Generator Quick Start: Define trust boundaries → Place identity/encryption/firewall icons → Connect with access flows → Group into security zones → Wrap in ```plantuml fence. ⚠️ IMPORTANT: Always use ```plantuml or ```puml code fence. NEVER use ```text — it will NOT render as a diagram. Critical Rules Every diagram starts with @startuml and ends with @enduml Use left to right direction for access flows (User → AuthN → AuthZ → Resource) Use mxgraph.aws4.* stencil syn...
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22917 laravel-controllers leeovery/claude-laravel
Controllers are extremely thin. They handle HTTP concerns only and contain zero domain logic. Related guides: - [query-objects.md](https://github.com/leeovery/claude-laravel/blob/main/skills/laravel-controllers/references/query-objects.md) - Query objects for API filtering/sorting - [Actions](https://github.com/leeovery/claude-laravel/blob/main/skills/laravel-controllers/../laravel-actions/SKILL.md) - Actions contain the domain logic - [form-requests.md](https://github.com/leeovery/claude-la...
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22918 job-search proficientlyjobs/proficiently-claude-skills
Job Search Skill Priority hierarchy : See shared/references/priority-hierarchy.md for conflict resolution. Automated daily job search using browser automation. Quick Start /proficiently:job-search - Run daily search with default terms from matching rules /proficiently:job-search AI infrastructure - Search with specific keywords File Structure scripts/ evaluate-jobs.md Subagent for parallel job evaluation assets/ templates/ Format templates (committed) Data Directory Resolve the d...
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22919 oss-ready luongnv89/skills
OSS Ready Transform a project into a professional open-source repository with standard community files and GitHub templates. Repo Sync Before Edits (mandatory) Before creating/updating/deleting files in an existing repository, sync the current branch with remote: branch = " $( git rev-parse --abbrev-ref HEAD ) " git fetch origin git pull --rebase origin " $branch " If the working tree is not clean, stash first, sync, then restore: git stash push -u -m "pre-sync" branch = " $( git rev-parse --abb...
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22920 k8s-yaml-generator akin-ozer/cc-devops-skills
Kubernetes YAML Generator Generate Kubernetes manifests with deterministic steps, bounded CRD research, and mandatory validation for full-resource output. Trigger Guidance Use this skill when the user asks to create or update Kubernetes YAML, for example: "Generate a Deployment + Service manifest for my app." "Create an Argo CD Application CRD." "Write a StatefulSet with PVC templates." "Produce production-ready Kubernetes YAML with best practices." Do not use this skill for validation-only requ...
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22921 concepts austintgriffith/ethskills
Ethereum Concepts What You Probably Got Wrong "Smart contracts run automatically." No. Smart contracts cannot execute themselves. There is no cron job, no scheduler, no background process. Every function needs a caller who pays gas. This single misconception is the root cause of most broken onchain designs. "Just add a timer." There are no timers. If something needs to happen at a certain time, you need someone to call the function at that time — and you need to give them a reason to do it. "The...
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22922 slidev marcoshaber99/slidev-skills
Slidev - Presentation Slides for Developers Web-based slides maker built on Vite, Vue, and Markdown. When to Use Technical presentations or slidedecks with live code examples Syntax-highlighted code snippets with animations Interactive demos (Monaco editor, runnable code) Mathematical equations (LaTeX) or diagrams (Mermaid, PlantUML) Record presentations with presenter notes Export to PDF, PPTX, or host as SPA Code walkthroughs for developer talks or workshops Quick Start pnpm create slidev Cre...
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22923 logging-best-practices ncklrs/startup-os-skills
Logging Best Practices Skill Version: 1.0.0 Purpose This skill provides guidelines for implementing effective logging in applications. It focuses on wide events (also called canonical log lines) - a pattern where you emit a single, context-rich event per request per service, enabling powerful debugging and analytics. When to Apply Apply these guidelines when: Writing or reviewing logging code Adding console.log, logger.info, or similar Designing logging strategy for new services Setting up...
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22924 media-transformation qodex-ai/ai-agent-skills
TOON v2.0 Formatter Skill (AGGRESSIVE MODE) Purpose AGGRESSIVELY apply TOON v2.0 format to save 30-60% tokens on structured data. Use TOON by default for biggish, regular data. Use native Zig encoder for 20x performance. When to Use (AGGRESSIVE) TOON ALL DAY - Use automatically for: ✅ Arrays with ≥ 5 similar items ✅ Tables, logs, events, transactions, analytics ✅ API responses with uniform structure (≥60% field overlap) ✅ Database query results ✅ Repeatedly-used, structured data in prompts ✅ RAG...
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22925 lit-sheet-music rodydavis/skills
Lit Sheet Music In this article I will go over how to set up a Lit web component and use it to render musicxml from a src attribute or inline xml using opensheetmusicdisplay . Now any sheet music can be rendered based on the browser width as an svg or canvas (and will resize when the viewport changes). TLDR The final source here and an online demo . Prerequisites Vscode Node >= 16 Typescript Getting Started We can start off by navigating in terminal to the location of the project and run the fol...
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22926 support-operations ncklrs/startup-os-skills
Support Operations Strategic support operations expertise for customer-facing teams — from ticket management and SLA design to escalation workflows and self-service optimization. Philosophy Great support isn't about closing tickets fast. It's about solving customer problems permanently while building scalable systems. The best support operations teams: Prevent before they support — Self-service and proactive help reduce ticket volume Measure what drives loyalty — Resolution quality beats respons...
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22927 ln-812-query-optimizer levnikolaevich/claude-code-skills
Paths: File paths ( shared/ , references/ , ../ln-* ) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. ln-812-query-optimizer Type: L3 Worker Category: 8XX Optimization Parent: ln-810-performance-optimization-coordinator Fixes query efficiency issues found by ln-651-query-efficiency-auditor. Each fix verified via tests with keep/discard pattern. Metric: query count reduction (not runtime benchmark). Overview Aspect Details I...
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22928 autonomous-tests louiscavalcante/skills
Dynamic Context Args: $ARGUMENTS Branch: ! git branch --show-current Unstaged: ! git diff --stat HEAD 2>/dev/null | tail -5 Staged: ! git diff --cached --stat 2>/dev/null | tail -5 Commits: ! git log --oneline -5 2>/dev/null Docker: ! docker compose ps 2>/dev/null | head -10 || echo "No docker-compose found" Config: ! test -f .claude/autonomous-tests.json && echo "YES" || echo "NO -- first run" Capabilities: ! python3 -c "import json;c=json.load(open('.claude/autonomous-tests.json'));caps=c.get(...
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22929 php-api pluginagentmarketplace/custom-plugin-php
PHP API Development Skill Atomic skill for mastering API design and implementation in PHP Overview Comprehensive skill for PHP API development covering REST design, GraphQL, authentication strategies, and API documentation. Skill Parameters Input Validation interface SkillParams { topic : | "rest" // RESTful API design | "graphql" // GraphQL with PHP | "authentication" // JWT, OAuth 2.0 | "documentation" // OpenAPI, Swagger | "versioning" // API versioning strategies | "security" ; // Rate limit...
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22930 speckit-clarify dceoy/speckit-agent-skills
Spec Kit Clarify Skill When to Use The feature spec exists but needs targeted clarification before planning. Inputs The current feature spec in specs/<feature>/spec.md . The user's clarification intent or constraints from the request. If the request is empty or the spec is missing, ask a targeted question before proceeding. Workflow Goal: Detect and reduce ambiguity or missing decision points in the active feature specification and record the clarifications directly in the spec file. Note: This ...
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22931 effect-best-practices forcedotcom/salesforcedx-vscode
Effect-TS Best Practices This skill enforces opinionated, consistent patterns for Effect-TS codebases. These patterns optimize for type safety, testability, observability, and maintainability. Quick Reference: Critical Rules Category DO DON'T Services Effect.Service with accessors: true Context.Tag for business logic Dependencies dependencies: [Dep.Default] in service Manual Layer.provide at usage sites Errors Schema.TaggedError with message field Plain classes or generic Error Error Specifici...
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22932 settings-configuration laurigates/claude-plugins
Claude Code Settings Configuration Expert knowledge for configuring Claude Code settings and permissions. When to Use This Skill Use this skill when... Use something else when... Setting up project permissions Fixing plugin registry issues (use plugin-registry skill) Debugging "permission denied" errors Configuring hooks (use hooks-configuration skill) Understanding settings hierarchy Setting up MCP servers (use mcp-configuration skill) Creating allow/deny patterns Settings File Hierarchy Settin...
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22933 busirocket-nextjs busirocket/agents-skills
Patterns for thin, maintainable route handlers in Next.js App Router. When to Use Use this skill when: - Creating or refactoring `app/api//route.ts` files - Implementing API endpoints - Validating request inputs - Returning standardized JSON responses - Deciding server vs client component boundaries Non-Negotiables (MUST) - Route handlers must be thin: validate input, call a `services/` function, return a response. - No business logic or IO directly in the handler. - Never return un...
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22934 drizzle-orm-d1 ovachiever/droid-tings
Drizzle ORM for Cloudflare D1 Status: Production Ready ✅ Last Updated: 2026-01-20 Latest Version: drizzle-orm@0.45.1, drizzle-kit@0.31.8, better-sqlite3@12.5.0 Dependencies: cloudflare-d1, cloudflare-worker-base Quick Start (5 Minutes) 1. Install npm install drizzle-orm npm install -D drizzle-kit 2. Configure drizzle.config.ts import { defineConfig } from 'drizzle-kit'; export default defineConfig({ schema: './src/db/schema.ts', out: './migrations', dialect: 'sqlite', driver: 'd1-ht...
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22935 fal-workflow ilkerzg/agent-skills
fal.ai Workflow Generator Generate 100% working, production-ready fal.ai workflow JSON files . Workflows chain multiple AI models together for complex generation pipelines. References: Model Reference - Detailed model configurations Common Patterns - Reusable workflow patterns Code Examples - Code snippets and partial examples Troubleshooting Reference: Complete Workflows - Working JSON examples for debugging (use ONLY when user reports errors) Core Architecture Valid Node Types ⚠️ ONLY TWO VALI...
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22936 gitops-workflows nickcrew/claude-ctx-plugin
GitOps Workflows Expert guidance for implementing production-grade GitOps workflows using ArgoCD and Flux CD, covering declarative deployment patterns, progressive delivery strategies, multi-environment management, and secure secret handling for Kubernetes infrastructure. When to Use This Skill Implementing GitOps principles for Kubernetes deployments Automating continuous delivery from Git repositories Managing multi-cluster or multi-environment deployments Implementing progressive delivery (...
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22937 recovery-coach-patterns erichowens/some_claude_skills
Recovery Coach Development Patterns This skill helps you follow the established patterns and conventions in the Recovery Coach codebase. When to Use ✅ USE this skill for: Writing new components, pages, or API routes in Recovery Coach Following established code organization patterns Implementing database queries with Drizzle ORM Understanding project architecture and conventions Styling components to match the design system ❌ DO NOT use for: Crisis intervention implementation → use crisis-r...
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22938 literature-review-planner travisjneuman/.claude
No SKILL.md available for this skill. View on GitHub
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22939 process-module-architecture tencentblueking/bk-ci
Process 流水线核心模块架构指南 模块定位: Process 是 BK-CI 的核心模块，负责流水线的编排、调度与执行。 详细文档导航 本 Skill 提供 Process 模块的架构总览。如需深入了解各层实现细节，请查阅以下参考文档： 文档 内容 1-api-layer.md API 接口层详细分析（708 行） 2-service-layer.md Service 业务层详细分析（872 行） 3-engine-control.md 构建引擎 Control 层分析（790 行） 4-dao-database.md DAO 层与数据库表结构（901 行） 5-event-driven.md 事件驱动机制详解（759 行） 使用建议: 先阅读本文档了解整体架构，再根据具体开发需求深入对应的参考文档。 一、模块整体结构 1.1 子模块划分 src/backend/ci/core/process/ ├── api-process/ API 接口定义层 │ └── src/main/kotlin/com/tencent/devops/process...
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22940 better-forms alexeira/skills
Better Forms Guide A collection of specific UX patterns, accessibility standards, and implementation techniques for modern web forms. This guide bridges the gap between raw HTML/CSS tips and component-based architectures (React, Tailwind, Headless UI). 1. High-Impact UX Patterns (The "Why" & "How") Avoid "Dead Zones" in Lists Concept : Small gaps between clickable list items create frustration. Implementation (Tailwind) : Use a pseudo-element to expand the hit area without affecting layout. // D...
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22941 ast-grep knoopx/pi
ast-grep Code Search Overview This skill helps translate natural language queries into ast-grep rules for structural code search. ast-grep uses Abstract Syntax Tree (AST) patterns to match code based on its structure rather than just text, enabling powerful and precise code search across large codebases. When to Use This Skill Use this skill when users: Need to search for code patterns using structural matching (e.g., "find all async functions that don't have error handling") Want to locate ...
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22942 opentofu-coder majesticlabs-dev/majestic-marketplace
OpenTofu Coder ⚠️ SIMPLICITY FIRST - Default to Flat Files ALWAYS start with the simplest approach. Only add complexity when explicitly requested. Simple (DEFAULT) vs Overengineered Aspect ✅ Simple (Default) ❌ Overengineered Structure Flat .tf files in one directory Nested modules/ + environments/ directories Modules None or only remote registry modules Custom local modules for simple resources Environments Workspaces OR single tfvars Duplicate directory per environment Variables Inline defaults...
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22943 baoyu-comic smallnest/langgraphgo
Knowledge Comic Creator Create original knowledge comics with flexible art style × tone combinations. Usage /baoyu-comic posts/turing-story/source.md /baoyu-comic article.md --art manga --tone warm /baoyu-comic then paste content Options Visual Dimensions Option Values Description --art ligne-claire (default), manga, realistic, ink-brush, chalk Art style / rendering technique --tone neutral (default), warm, dramatic, romantic, energetic, vintage, action Mood / atmosphere --layout standard (...
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22944 gcc mohitmishra786/low-level-dev-skills
GCC Purpose Guide agents through GCC invocation: flag selection, build modes, warning triage, PGO, LTO, and common error patterns. Assume the project uses GNU Make, CMake, or a shell script. Triggers "What flags should I use for a release build?" "GCC is giving me a warning/error I don't understand" "How do I enable LTO / PGO with GCC?" "How do I compile with -fsanitize ?" "My binary is too large / too slow" Undefined reference errors, ABI mismatch, missing symbols Workflow 1. Choose a build mod...
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22945 extract-elf letta-ai/skills
ELF Binary Data Extraction This skill provides guidance for tasks involving extraction of data from ELF binary files, including reading headers, parsing segments, and converting binary content to structured output formats. Approach Overview ELF extraction tasks typically require: Parsing the ELF header to understand file structure Reading program headers to identify LOAD segments Extracting data from segments at correct virtual addresses Converting binary data to the required output format Imple...
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22946 code-splitting-helper jeremylongshore/claude-code-plugins-plus-skills
Code Splitting Helper Purpose This skill provides automated assistance for code splitting helper tasks within the Frontend Development domain. When to Use This skill activates automatically when you: Mention "code splitting helper" in your request Ask about code splitting helper patterns or best practices Need help with frontend skills covering react, vue, css, accessibility, performance optimization, and modern web development patterns. Capabilities Provides step-by-step guidance for code split...
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22947 mcmc-sampling-stan letta-ai/skills
MCMC Sampling with Stan Overview This skill provides procedural guidance for implementing Markov Chain Monte Carlo (MCMC) sampling using Stan and RStan. It covers the complete workflow from environment setup through model specification to convergence validation, with emphasis on avoiding common pitfalls in hierarchical Bayesian modeling. When to Use This Skill Installing and configuring RStan in R environments Writing Stan models for Bayesian inference Implementing hierarchical/multilevel models...
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22948 security austintgriffith/ethskills
Security Architecture Diagram Generator Quick Start: Define trust boundaries → Place identity/encryption/firewall icons → Connect with access flows → Group into security zones → Wrap in ```plantuml fence. ⚠️ IMPORTANT: Always use ```plantuml or ```puml code fence. NEVER use ```text — it will NOT render as a diagram. Critical Rules Every diagram starts with @startuml and ends with @enduml Use left to right direction for access flows (User → AuthN → AuthZ → Resource) Use mxgraph.aws4.* stencil syn...
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22949 drama-analyzer vangongwanxiaowan/screen-creative-skills
剧本分析专家 功能 分析故事文本，提炼主要情节点并分析每个情节点的戏剧功能。基于资深编剧的专业视角，深入理解故事结构和戏剧张力。 使用场景 分析小说或故事文本的核心情节结构，梳理故事脉络 识别故事中的关键转折点和情感节点，理解故事节奏 评估每个情节点的戏剧作用和推动力，为改编提供依据 为剧本改编提供情节分析基础，确保改编质量 学习优秀作品的戏剧结构和情节设计技巧 核心步骤 深度阅读 : 充分阅读和理解故事文本内容，把握整体结构和主题 情节点识别 : 根据情节点定义，识别并总结故事中的主要情节点 戏剧功能分析 : 深入分析每个情节点在故事中的戏剧作用、推动力和情感影响 结构化输出 : 按照指定格式输出分析结果，确保清晰准确 输入要求 完整的故事文本（小说、剧本大纲、故事梗概等） 文本长度建议：500字以上 输出格式 【情节点】：<单个情节点描述> 【戏剧功能】：<该情节点的戏剧功能分析> 【情节点】：<单个情节点描述> 【戏剧功能】：<该情节点的戏剧功能分析> ... 要求 每个情节点的表述不超过100字 至少提炼5个情节点 严格按照故事文本原文意思总结，不自行创作改编 不使用阿拉伯数字...
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22950 deep-learning pluginagentmarketplace/custom-plugin-data-engineer
Deep Learning You are an expert in deep learning, neural network architectures, and model optimization. Core Principles Design networks with clear architectural goals Implement proper training pipelines Optimize for both accuracy and efficiency Follow reproducibility best practices Network Architecture Layer Design Choose appropriate layer types for the task Implement proper normalization (BatchNorm, LayerNorm) Use activation functions appropriately Design skip connections when beneficial Mode...
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