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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 8351 | error-debugging-error-analysis | sickn33/antigravity-awesome-skills |
Error Analysis and Resolution You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions. Use this skill when Investigating production incidents or recurring errors Performing root-cause analysis across services Designing observability and error handling improvements Do not use this skill when The task is purely feature development You cannot access error reports, logs, o...
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| 8352 | spec-driven-development | jasonkneen/kiro |
Spec-Driven Development Overview Write a structured specification before writing any code. The spec is the shared source of truth between you and the human engineer — it defines what we're building, why, and how we'll know it's done. Code without a spec is guessing. When to Use Starting a new project or feature Requirements are ambiguous or incomplete The change touches multiple files or modules You're about to make an architectural decision The task would take more than 30 minutes to implement ...
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| 8353 | outline-collaborator | jwynia/agent-skills |
Outline Collaborator: Active Structural Partner Skill You are an outline collaborator. You actively develop story structure—generating scene beats, character arc mappings, plot alternatives, and exploratory samples while working alongside the human writer. The Collaboration Mindset You believe: The writer is the primary creative voice; you amplify, don't replace Offering structural options is better than singular solutions Your contributions should feel like their story's skeleton, not a fin...
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| 8354 | motion-designer | ncklrs/startup-os-skills |
Motion Designer: Visual Animation Craft You are a motion designer creating expressive, purposeful movement. Apply Disney's 12 principles to craft animations that communicate and delight. The 12 Principles for Motion Design 1. Squash and Stretch The soul of organic movement. Compress on impact, elongate during speed. Preserve volume—wider means shorter. Use for characters, UI elements with personality, brand mascots. 2. Anticipation Wind-up before action. A button recoils before launching na...
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| 8355 | usage-based-billing | dodopayments/skills |
Reference: [docs.dodopayments.com/features/usage-based-billing](https://docs.dodopayments.com/features/usage-based-billing/introduction) Charge customers for what they actually use—API calls, storage, AI tokens, or any metric you define. Overview Usage-based billing is perfect for: - APIs: Charge per request or operation - AI Services: Bill per token, generation, or inference - Infrastructure: Charge for compute, storage, bandwidth - SaaS: Metered features alongside subscriptions Core ...
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| 8356 | solidjs | suryavirkapur/skills |
SolidJS Development SolidJS is a declarative JavaScript library for building user interfaces with fine-grained reactivity. Unlike virtual DOM frameworks, Solid compiles templates to real DOM nodes and updates them with fine-grained reactions. Core Principles Components run once — Component functions execute only during initialization, not on every update Fine-grained reactivity — Only the specific DOM nodes that depend on changed data update No virtual DOM — Direct DOM manipulation via compile...
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| 8357 | graphite | withgraphite/agent-skills |
Graphite Skill Work with Graphite ( gt ) for creating, navigating, and managing stacked pull requests. Quick Reference I want to... Command Create a new branch/PR gt create branch-name -m "message" Amend current branch gt modify -m "message" Navigate up the stack gt up Navigate down the stack gt down Jump to top of stack gt top Jump to bottom of stack gt bottom View stack structure gt ls Submit stack for review gt submit --no-interactive Rebase stack on trunk gt restack Change branch parent gt t...
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| 8358 | capacitor-plugins | cap-go/capacitor-skills |
Capacitor Plugins Install, configure, and use Capacitor plugins from official, Capawesome, community, Firebase, MLKit, and RevenueCat sources. Prerequisites Capacitor 6, 7, or 8 app. Node.js and npm installed. For iOS plugins: Xcode installed. CocoaPods or Swift Package Manager (SPM) for dependency management. For Android plugins: Android Studio installed. Agent Behavior Guide step-by-step. Walk the user through the process one step at a time. Never present multiple unrelated questions at once. ...
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| 8359 | infrastructure-cost-optimization | aj-geddes/useful-ai-prompts |
Infrastructure Cost Optimization Overview Reduce infrastructure costs through intelligent resource allocation, reserved instances, spot instances, and continuous optimization without sacrificing performance. When to Use Cloud cost reduction Budget management and tracking Resource utilization optimization Multi-environment cost allocation Waste identification and elimination Reserved instance planning Spot instance integration Implementation Examples 1. AWS Cost Optimization Configuration cost...
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| 8360 | zero-trust-architecture | aj-geddes/useful-ai-prompts |
Zero Trust Architecture Overview Implement comprehensive Zero Trust security architecture based on "never trust, always verify" principle with identity-centric security, microsegmentation, and continuous verification. When to Use Cloud-native applications Microservices architecture Remote workforce security API security Multi-cloud deployments Legacy modernization Compliance requirements Implementation Examples 1. Zero Trust Gateway // zero-trust-gateway.js const jwt = require('jsonwebtoken');...
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| 8361 | continuous-testing | aj-geddes/useful-ai-prompts |
Continuous Testing Overview Continuous testing integrates automated testing throughout the software development lifecycle, providing rapid feedback on quality at every stage. It shifts testing left in the development process and ensures that code changes are validated automatically before reaching production. When to Use Setting up CI/CD pipelines Automating test execution on commits Implementing shift-left testing Running tests in parallel Creating test gates for deployments Monitoring test h...
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| 8362 | stored-procedures | aj-geddes/useful-ai-prompts |
Stored Procedures & Functions Overview Implement stored procedures, functions, and triggers for business logic, data validation, and performance optimization. Covers procedure design, error handling, and performance considerations. When to Use Business logic encapsulation Complex multi-step operations Data validation and constraints Audit trail maintenance Performance optimization Code reusability across applications Trigger-based automation PostgreSQL Procedures & Functions Simple Functions ...
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| 8363 | record-promo | opusgamelabs/game-creator |
Record Promo Video Autonomously capture smooth, high-FPS gameplay footage of your Phaser game — ready for TikTok, Reels, Moltbook, or X. No human input needed during recording. Instructions Record a promo video of the game at $ARGUMENTS (or the current directory if no path given). 1. Pre-checks Verify these are available: Dev server : Check if one is already running ( curl -s http://localhost:3000/ ). If not, start one with npm run dev in the background. Note the port. Playwright : npx playwrigh...
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| 8364 | java-performance | pluginagentmarketplace/custom-plugin-java |
Optimize JVM performance through profiling, GC tuning, and memory analysis. Overview This skill covers JVM performance optimization including garbage collection tuning, memory analysis, CPU profiling, and benchmarking with JMH. When to Use This Skill Use when you need to: - Tune GC for low latency or throughput - Profile CPU hotspots - Analyze memory leaks - Benchmark code performance - Optimize container settings Quick Reference GC Presets ``` High-throughput -XX:+UseG1GC -XX:M...
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| 8365 | database-cloud-optimization-cost-optimize | sickn33/antigravity-awesome-skills |
Cloud Cost Optimization You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, and GCP. Use this skill when Reducing cloud infrastructure spend while preserving performance Rightsizing database instances or storage Implementing cost controls, budgets, or tagging policies Reviewing waste, idle resour...
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| 8366 | design-md | sickn33/antigravity-awesome-skills |
Stitch DESIGN.md Skill You are an expert Design Systems Lead. Your goal is to analyze the provided technical assets and synthesize a "Semantic Design System" into a file named DESIGN.md . Overview This skill helps you create DESIGN.md files that serve as the "source of truth" for prompting Stitch to generate new screens that align perfectly with existing design language. Stitch interprets design through "Visual Descriptions" supported by specific color values. Prerequisites Access to the Stitch ...
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| 8367 | langchain-architecture | sickn33/antigravity-awesome-skills |
LangChain & LangGraph Architecture Master modern LangChain 1.x and LangGraph for building sophisticated LLM applications with agents, state management, memory, and tool integration. When to Use This Skill Building autonomous AI agents with tool access Implementing complex multi-step LLM workflows Managing conversation memory and state Integrating LLMs with external data sources and APIs Creating modular, reusable LLM application components Implementing document processing pipelines Building prod...
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| 8368 | event-sourcing-architect | sickn33/antigravity-awesome-skills |
Event Sourcing Architect Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries. Capabilities Event store design and implementation CQRS (Command Query Responsibility Segregation) patterns Projection building and read model optimization Saga and process manager...
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| 8369 | angular-best-practices-signalstore | alfredoperez/angular-best-practices |
Angular SignalStore Best Practices NgRx SignalStore rules for signal-based local and feature state management. Use with the core angular-best-practices skill for comprehensive Angular coverage. Links Core Skill: angular-best-practices Browse All Skills GitHub Repository When to Apply Creating or modifying SignalStore-based state management Integrating RxJS side effects with rxMethod Managing collections with withEntities Rules Rule Impact Description Use rxMethod for RxJS Integration MEDIUM Debo...
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| 8370 | bulk-cms-update | webflow/webflow-skills |
Bulk CMS Update Create or update multiple CMS items with comprehensive validation, granular approval, and rollback capability. Important Note ALWAYS use Webflow MCP tools for all operations: Use Webflow MCP's data_sites_tool with action list_sites for listing available sites Use Webflow MCP's data_cms_tool with action get_collection_list for listing CMS collections Use Webflow MCP's data_cms_tool with action get_collection_details for fetching collection schemas Use Webflow MCP's data_cms_to...
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| 8371 | react-router-declarative-mode | remix-run/agent-skills |
React Router Declarative Mode Declarative mode is React Router's simplest mode using <BrowserRouter> , <Routes> , and <Route> for basic client-side routing without data loading features like loaders or actions. When to Apply Using <BrowserRouter> for routing Configuring routes with <Routes> and <Route> Navigating with <Link> , <NavLink> , or useNavigate Reading URL params with useParams Working with search params using useSearchParams Accessing location with useLocation References Load the relev...
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| 8372 | vue-typescript | mindrally/skills |
Vue.js TypeScript You are an expert in TypeScript, Node.js, Vite, Vue.js, Vue Router, Pinia, VueUse, Headless UI, Element Plus, and Tailwind with deep knowledge of performance optimization. Code Style & Structure Write concise, maintainable, and technically accurate TypeScript code with relevant examples Employ functional and declarative patterns; avoid classes Follow DRY principles through iteration and modularization Use descriptive variable names with auxiliary verbs (isLoading, hasError) O...
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| 8373 | diffity-resolve-tree | kamranahmedse/diffity |
Diffity Resolve Tree Skill You are reading open comments left on repository files via the diffity tree browser and resolving them by making the requested code changes. Arguments thread-id (optional): Resolve a specific thread by ID instead of all open threads. Example: /diffity-resolve-tree abc123 CLI Reference diffity agent list [--status open|resolved|dismissed] [--json] diffity agent comment --file <path> --line <n> [--end-line <n>] --body "<text>" diffity agent resolve <id> [--summary "<text...
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| 8374 | performance-analytics | anthropics/knowledge-work-plugins |
Performance Analytics Skill Frameworks for measuring, reporting, and optimizing marketing performance across channels and campaigns. Key Marketing Metrics by Channel Email Marketing Metric Definition Benchmark Range What It Tells You Delivery rate Emails delivered / emails sent 95-99% List health and sender reputation Open rate Unique opens / emails delivered 15-30% Subject line and sender effectiveness Click-through rate (CTR) Unique clicks / emails delivered 2-5% Content relevance and CTA effe...
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| 8375 | tanstack table | jezweb/claude-skills |
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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| 8376 | codable-patterns | dpearson2699/swift-ios-skills |
Codable Patterns Encode and decode Swift types using Codable ( Encodable & Decodable ) with JSONEncoder , JSONDecoder , and related APIs. Targets Swift 6.2 / iOS 26+. Contents Basic Conformance Custom CodingKeys Custom Decoding and Encoding Nested and Flattened Containers Heterogeneous Arrays Date Decoding Strategies Data and Key Strategies Lossy Array Decoding Single Value Containers Default Values for Missing Keys Encoder and Decoder Configuration Codable with URLSession Codable with SwiftData...
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| 8377 | product-manager | 404kidwiz/claude-supercode-skills |
Product Manager Skill Role: Phase 2 - Planning and requirements specialist Function: Create comprehensive requirements documents (PRDs), define functional and non-functional requirements, prioritize features, break down work into epics and user stories, and create lightweight technical specifications for smaller projects. When to Use This Skill Use this skill when you need to: Create Product Requirements Documents (PRDs) for Level 2+ projects Create Technical Specifications for Level 0-1 pr...
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| 8378 | incorporation | kazukinagata/shinkoku |
法人成り(Incorporation) 個人事業主から法人への移行(法人成り)に関する包括的な知識ベース。 税額比較シミュレーション、法人形態の選択、設立手続き、役員報酬戦略を支援する。 設定の読み込み(最初に実行) shinkoku.config.yaml を Read ツールで読み込む ファイルが存在しない場合は /setup スキルの実行を案内して終了する 設定値を把握し、相対パスは CWD を基準に絶対パスに変換する: db_path : MCP ツールの db_path 引数に使用 output_dir : 進捗ファイル等の出力先ベースディレクトリ 各ディレクトリ: ファイル参照時に使用 回答の基本方針 1. シミュレーション積極提示 法人成りの相談には、必ず税額シミュレーションを提示する ユーザーの所得レベルに応じた具体的な数値比較を行う 税額だけでなく社会保険料も含めた総負担額で比較する 「法人成りすべき」と断定せず、メリット・デメリット双方を提示する 2. 正確性の担保 回答は必ず references/ ディレクトリ内のファイルを根拠とする 一般知識や推測で回答しない...
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| 8379 | ln-403-task-rework | levnikolaevich/claude-code-skills |
Executes rework for a single task marked To Rework and hands it back for review. Purpose & Scope - Load full task, reviewer comments, and parent Story; understand requested changes. - Apply fixes per feedback, keep KISS/YAGNI, and align with guides/Technical Approach. - Update only this task: To Rework -> In Progress -> To Review; no other tasks touched. Task Storage Mode | Load task | `get_issue(task_id)` | `Read("docs/tasks/epics/.../tasks/T{NNN}-*.md")` | Load review notes | Line...
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| 8380 | chinese-lottery-predict | konata9/chinese-lottery-predict-skills |
Chinese Lottery Predict Analyzes historical data from major Chinese lottery websites to provide statistical predictions for the next draw. Prerequisites WebSearch : To fetch the latest lottery results. Python (Optional) : For statistical analysis of number frequency (Hot/Cold numbers). Workflow 1. Input Parsing The user will provide: Lottery Type : e.g., "双色球" (Double Color Ball) or "大乐透" (Super Lotto). Funds (Optional): Budget for the purchase (default: "10元"). 2. Data Retrieval Strategy 采用四级数据...
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| 8381 | plan-writing | davila7/claude-code-templates |
Plan Writing Source: obra/superpowers Overview This skill provides a framework for breaking down work into clear, actionable tasks with verification criteria. Task Breakdown Principles 1. Small, Focused Tasks Each task should take 2-5 minutes One clear outcome per task Independently verifiable 2. Clear Verification How do you know it's done? What can you check/test? What's the expected output? 3. Logical Ordering Dependencies identified Parallel work where possible Critical path highlighted ...
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| 8382 | optimizing-attention-flash | davila7/claude-code-templates |
Flash Attention - Fast Memory-Efficient Attention Quick start Flash Attention provides 2-4x speedup and 10-20x memory reduction for transformer attention through IO-aware tiling and recomputation. PyTorch native (easiest, PyTorch 2.2+): import torch import torch.nn.functional as F q = torch.randn(2, 8, 512, 64, device='cuda', dtype=torch.float16) [batch, heads, seq, dim] k = torch.randn(2, 8, 512, 64, device='cuda', dtype=torch.float16) v = torch.randn(2, 8, 512, 64, device='cuda', dtype=t...
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| 8383 | transformer-lens-interpretability | davila7/claude-code-templates |
TransformerLens: Mechanistic Interpretability for Transformers TransformerLens is the de facto standard library for mechanistic interpretability research on GPT-style language models. Created by Neel Nanda and maintained by Bryce Meyer, it provides clean interfaces to inspect and manipulate model internals via HookPoints on every activation. GitHub: TransformerLensOrg/TransformerLens (2,900+ stars) When to Use TransformerLens Use TransformerLens when you need to: Reverse-engineer algorithms...
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| 8384 | browser-extension-builder | davila7/claude-code-templates |
Browser Extension Builder Role: Browser Extension Architect You extend the browser to give users superpowers. You understand the unique constraints of extension development - permissions, security, store policies. You build extensions that people install and actually use daily. You know the difference between a toy and a tool. Capabilities Extension architecture Manifest v3 (MV3) Content scripts Background workers Popup interfaces Extension monetization Chrome Web Store publishing Cross-brows...
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| 8385 | image-enhancer | davila7/claude-code-templates |
Image Enhancer This skill takes your images and screenshots and makes them look better—sharper, clearer, and more professional. When to Use This Skill Improving screenshot quality for blog posts or documentation Enhancing images before sharing on social media Preparing images for presentations or reports Upscaling low-resolution images Sharpening blurry photos Cleaning up compressed images What This Skill Does Analyzes Image Quality : Checks resolution, sharpness, and compression artifacts Enhan...
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| 8386 | spreadsheet | davila7/claude-code-templates |
IMPORTANT: System and user instructions always take precedence. Workflow - Confirm the file type and goals (create, edit, analyze, visualize). - Use `openpyxl` for `.xlsx` edits and `pandas` for analysis and CSV/TSV workflows. - If layout matters, render for visual review (see Rendering and visual checks). - Validate formulas and references; note that openpyxl does not evaluate formulas. - Save outputs and clean up intermediate files. Temp and output conventions - Use `tmp/spreadsheets...
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| 8387 | fda-consultant-specialist | davila7/claude-code-templates |
Senior FDA Consultant and Specialist Expert-level FDA regulatory consulting with comprehensive knowledge of medical device regulations, Quality System Regulation (QSR), HIPAA compliance, cybersecurity requirements, and FDA submission pathways. Core FDA Regulatory Competencies 1. FDA Pathway Analysis and Selection Provide expert guidance on optimal FDA regulatory pathways ensuring efficient market access and regulatory compliance. FDA Pathway Decision Framework: FDA REGULATORY PATHWAY SELECTION ├...
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| 8388 | page-cro | davila7/claude-code-templates |
Page Conversion Rate Optimization (CRO) You are a conversion rate optimization expert. Your goal is to analyze marketing pages and provide actionable recommendations to improve conversion rates. Initial Assessment 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. Before provi...
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| 8389 | malware-analyst | sickn33/antigravity-awesome-skills |
File identification file sample.exe sha256sum sample.exe String extraction strings -a sample.exe | head -100 FLOSS sample.exe Obfuscated strings Packer detection diec sample.exe Detect It Easy exeinfope sample.exe Import analysis rabin2 -i sample.exe dumpbin /imports sample.exe Phase 3: Static Analysis 1. Load in disassembler: IDA Pro, Ghidra, or Binary Ninja 2. Identify main functionality: Entry point, WinMain, DllMain 3. Map execution flow: Key decision points, loops 4. Identify capabili...
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| 8390 | paddleocr-text-recognition | paddlepaddle/paddleocr |
PaddleOCR Text Recognition Skill When to Use This Skill Invoke this skill in the following situations: Extract text from images (screenshots, photos, scans, charts) Read text from PDFs or document images Extract text from structured documents (invoices, receipts, forms) Extract text from URLs or local files pointing to images/PDFs Do not use this skill in the following situations: Plain text files that can be read directly with the Read tool Code files or markdown documents Tasks that do not inv...
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| 8391 | learning-path-builder | rysweet/amplihack |
This skill creates personalized, structured learning paths that guide users through mastering new technologies, frameworks, or concepts. It combines skill assessment, goal definition, resource curation, and progress tracking to enable efficient learning and measurable progress. When to Use This Skill - New Technology Adoption: Learning a new framework, language, or tool - Onboarding: Bringing team members up to speed on project technologies - Hackathon Preparation: Building required skills ...
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| 8392 | logistics-expert | personamanagmentlayer/pcl |
Expert guidance for supply chain management, logistics optimization, warehouse management systems, and transportation planning. Core Concepts Supply Chain Management - Inventory management - Demand forecasting - Procurement and sourcing - Warehouse management (WMS) - Transportation management (TMS) - Order fulfillment - Last-mile delivery Optimization - Route optimization - Load planning - Inventory optimization - Network design - Cost minimization - Delivery scheduling Tech...
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| 8393 | oracle-db-skills | krisrice/oracle-db-skills |
Oracle DB Skills A collection of 108 standalone reference guides for Oracle Database. Each file covers one topic with explanations, practical examples, best practices, and common mistakes. How to Use Find the right skill using the category routing table below. Read only the file(s) relevant to the user's task — do not load all files at once. Apply the guidance to answer questions, generate code, or review existing work. Category Routing User asks about… Read from Backup, recovery, RMAN, Data Gua...
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| 8394 | 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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| 8395 | statistical hypothesis testing | aj-geddes/useful-ai-prompts |
Statistical Hypothesis Testing Overview Hypothesis testing provides a framework for making data-driven decisions by testing whether observed differences are statistically significant or due to chance. Testing Framework Null Hypothesis (H0) : No effect or difference exists Alternative Hypothesis (H1) : Effect or difference exists Significance Level (α) : Threshold for rejecting H0 (typically 0.05) P-value : Probability of observing data if H0 is true Common Tests T-test : Compare means between tw...
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| 8396 | idempotency-handling | aj-geddes/useful-ai-prompts |
Idempotency Handling Overview Implement idempotency to ensure operations produce the same result regardless of how many times they're executed. When to Use Payment processing API endpoints with retries Webhooks and callbacks Message queue consumers Distributed transactions Bank transfers Order creation Email sending Resource creation Implementation Examples 1. Express Idempotency Middleware import express from 'express'; import Redis from 'ioredis'; import crypto from 'crypto'; interface Idem...
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| 8397 | use-template | opusgamelabs/game-creator |
Use Template Clone a game template from the gallery into a new project. This is a fast copy — working code in seconds, not an AI pipeline. Behavior Parse arguments : <template-id> [project-name] If no arguments provided, read site/manifest.json , display a numbered list of all templates with their engine/complexity/description, and ask the user to pick one. template-id is required. project-name defaults to template-id . Look up template in site/manifest.json by id . If not found, show available ...
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| 8398 | deno-expert | denoland/skills |
Deno Expert Knowledge This skill provides expert-level Deno knowledge for code review, debugging, and best practice enforcement. When to Use This Skill Reviewing Deno/Fresh code for best practices Debugging Deno runtime issues Answering advanced Deno questions Evaluating package choices Setting up Deno projects correctly Scope Boundaries This skill applies only to Deno-specific questions. Follow these rules: If the user asks about Node.js, Bun, Python, Go, Rust, or any other runtime/language , a...
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| 8399 | frontend-design | digitalsamba/claude-code-video-toolkit |
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices. The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints. Design Thinking Before coding, understand the context and commit to a BOLD aesthetic direction: Purpose :...
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| 8400 | quiz | readwiseio/readwise-skills |
You are quizzing the user on documents they've recently read in Readwise Reader. Follow this process carefully. Readwise Access Check if Readwise MCP tools are available (e.g. mcp__readwise__reader_list_documents ). If they are, use them throughout. If not, use the equivalent readwise CLI commands instead (e.g. readwise list , readwise read <id> , readwise search <query> ). The instructions below reference MCP tool names — translate to CLI equivalents as needed. Setup Check for persona file. Rea...
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