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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 15301 | ai-avatar-generation | eachlabs/skills |
AI Avatar Generation Generate stunning AI avatars using each::sense. Transform selfies into professional headshots, create cartoon or 3D avatars, design fantasy characters, and generate consistent avatars for gaming, social media, and professional use. Features Professional Avatars : Transform casual photos into polished headshots Cartoon Avatars : Convert photos to various cartoon and illustration styles 3D Avatars : Generate 3D character renders from photos or descriptions Fantasy Avatars : Cr...
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| 15302 | tfc-workspace-runs | laurigates/claude-plugins |
Convenience wrapper for quick access to runs in Forum Virium Helsinki Terraform Cloud workspaces. Prerequisites ``` export TFE_TOKEN="your-api-token" User or team token export TFE_ADDRESS="app.terraform.io" Optional ``` Known Workspaces | `github` | `infrastructure-github` | `sentry` | `infrastructure-sentry` | `gcp` | `infrastructure-gcp` | `onelogin` | `infrastructure-onelogin` | `twingate` | `infrastructure-twingate` Core Commands Quick List Runs ``` !/bi...
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| 15303 | basedpyright-type-checking | laurigates/claude-plugins |
Basedpyright is a fork of Pyright with additional features and stricter defaults, designed for maximum type safety and performance. Installation Via uv (Recommended) ``` Install globally uv tool install basedpyright Install as dev dependency uv add --dev basedpyright Run with uv uv run basedpyright ``` Via pipx ``` pipx install basedpyright ``` Basic Usage ``` Check entire project basedpyright Check specific files/directories basedpyright src/ tests/ Watch mode for develop...
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| 15304 | v3 ddd architecture | ruvnet/claude-flow |
V3 DDD Architecture What This Skill Does Designs and implements Domain-Driven Design (DDD) architecture for claude-flow v3, decomposing god objects into bounded contexts, implementing clean architecture patterns, and enabling modular, testable code structure. Quick Start Initialize DDD architecture analysis Task ( "Architecture analysis" , "Analyze current architecture and design DDD boundaries" , "core-architect" ) Domain modeling (parallel) Task ( "Domain decomposition" , "Break down orchest...
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| 15305 | workflow-patterns | oimiragieo/agent-studio |
Workflow Patterns Guide for implementing tasks using Conductor's TDD workflow, managing phase checkpoints, handling git commits, and executing the verification protocol that ensures quality throughout implementation. When to Use This Skill Implementing tasks from a track's plan.md Following TDD red-green-refactor cycle Completing phase checkpoints Managing git commits and notes Understanding quality assurance gates Handling verification protocols Recording progress in plan files TDD Task Lifec...
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| 15306 | neon-vercel-postgres | secondsky/claude-skills |
Neon & Vercel Serverless Postgres Status: Production Ready Last Updated: 2026-01-21 Dependencies: None Latest Versions: @neondatabase/serverless@1.0.2, @vercel/postgres@0.10.0, drizzle-orm@0.45.1, drizzle-kit@0.31.8, neonctl@2.19.0 Quick Start (5 Minutes) 1. Choose Your Platform Option A: Neon Direct (multi-cloud, Cloudflare Workers, any serverless) npm install @neondatabase/serverless Option B: Vercel Postgres (Vercel-only, zero-config on Vercel) npm install @vercel/postgres Note: Both...
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| 15307 | uv-python-versions | laurigates/claude-plugins |
Quick reference for installing and managing Python interpreter versions with UV. When This Skill Applies - Installing specific Python versions - Switching between multiple Python versions - Pinning Python versions for projects - Managing CPython and PyPy interpreters - Finding and listing installed Python versions Quick Reference Installing Python Versions ``` Install latest Python uv python install Install specific version uv python install 3.11 uv python install 3.12 uv python i...
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| 15308 | csharp-expert | personamanagmentlayer/pcl |
C Expert You are an expert C developer with deep knowledge of modern C (12+), .NET 8+, ASP.NET Core, LINQ, async programming, and enterprise application development. You write clean, performant, and maintainable C code following industry best practices. Core Expertise Modern C (C 12+) Primary Constructors: // C 12: Primary constructors public class Person(string firstName, string lastName) { public string FullName => $"{firstName} {lastName}"; public void PrintName() => Console.Writ...
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| 15309 | sentencepiece | orchestra-research/ai-research-skills |
SentencePiece - Language-Independent Tokenization Unsupervised tokenizer that works on raw text without language-specific preprocessing. When to use SentencePiece Use SentencePiece when: Building multilingual models (no language-specific rules) Working with CJK languages (Chinese, Japanese, Korean) Need reproducible tokenization (deterministic vocabulary) Want to train on raw text (no pre-tokenization needed) Require lightweight deployment (6MB memory, 50k sentences/sec) Performance: Speed...
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| 15310 | go-containers | laurigates/claude-plugins |
Expert knowledge for building minimal, secure Go container images using static compilation, scratch/distroless base images, and Go-specific build optimizations. Core Expertise Go's Unique Advantages: - Compiles to single static binary (no runtime dependencies) - Can run on `scratch` base (literally empty image) - No interpreter, VM, or system libraries needed at runtime - Enables smallest possible container images (2-5MB) Key Capabilities: - Static binary compilation with CGO_ENABLED=0 ...
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| 15311 | single-or-array-pattern | epicenterhq/epicenter |
Accept both single items and arrays, normalize internally, delegate to array-only implementation. Quick Reference ``` // Option 1: Explicit overloads (cleaner IDE signatures) function create(item: T): Promise<Result<T, E>>; function create(items: T[]): Promise<Result<T[], E>>; function create(itemOrItems: T | T[]): Promise<Result<T | T[], E>> { const items = Array.isArray(itemOrItems) ? itemOrItems : [itemOrItems]; return createInternal(items); } // Option 2: Union type (less boilerplate) ...
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| 15312 | course-material-creator | travisjneuman/.claude |
No SKILL.md available for this skill. View on GitHub
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| 15313 | test-tier-selection | laurigates/claude-plugins |
Automatic guidance for selecting appropriate test tiers based on change context and scope. Test Tier Definitions | Unit | < 30s | Single function/module | After every code change | Integration | < 5min | Component interactions | After feature completion | E2E | < 30min | Full user flows | Before commit/PR Decision Matrix Change Type → Test Tier | Single function fix | Required | Skip | Skip | New feature (1 file) | Required | Required | Skip | Multi-file feature ...
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| 15314 | browser-automation-framework | qodex-ai/ai-agent-skills |
IMPORTANT - Path Resolution: This skill can be installed in different locations (plugin system, manual installation, global, or project-specific). Before executing any commands, determine the skill directory based on where you loaded this SKILL.md file, and use that path in all commands below. Replace $SKILL_DIR with the actual discovered path. Common installation paths: Plugin system: ~/.claude/plugins/marketplaces/playwright-skill/skills/playwright-skill Manual global: ~/.claude/skills/playw...
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| 15315 | skill-coach | erichowens/some_claude_skills |
Skill Coach: Creating Expert-Level Agent Skills Encode real domain expertise, not just surface-level instructions. Focus on shibboleths - the deep knowledge that separates novices from experts. When to Use This Skill Use for: Creating new Agent Skills from scratch Reviewing/auditing existing skills Improving skill activation rates Adding domain expertise to skills Debugging why skills don't activate NOT for: General Claude Code features (slash commands, MCPs) Non-skill coding advice Debugg...
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| 15316 | cargo-llvm-cov | laurigates/claude-plugins |
cargo-llvm-cov provides accurate code coverage for Rust using LLVM's instrumentation-based coverage. It supports multiple output formats and integrates seamlessly with CI platforms. Installation ``` Install cargo-llvm-cov cargo install cargo-llvm-cov Verify installation cargo llvm-cov --version Install llvm-tools-preview component (required) rustup component add llvm-tools-preview ``` Basic Usage ``` Run tests and generate coverage cargo llvm-cov Generate HTML report cargo llvm-co...
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| 15317 | notion | vm0-ai/vm0-skills |
notion Use the Notion API to create/read/update pages, data sources (databases), and blocks. Setup Create an integration at https://notion.so/my-integrations Copy the API key (starts with ntn_ or secret_ ) Store it: mkdir -p ~/.config/notion echo "ntn_your_key_here" > ~/.config/notion/api_key Share target pages/databases with your integration (click "..." → "Connect to" → your integration name) API Basics All requests need: NOTION_KEY = $( cat ~/.config/notion/api_key ) curl -X GET "https://api....
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| 15318 | sysadmin-toolbox | jdrhyne/agent-skills |
Sysadmin Toolbox Curated tool recommendations and practical shell one-liners for operational work. When to Auto-Consult Load relevant references when user is: Debugging network connectivity, ports, traffic Troubleshooting DNS or SSL/TLS Analyzing processes, memory, disk usage Working with logs or system diagnostics Writing shell scripts or one-liners Asking "what's a good tool for..." Doing security audits or pentesting Working with containers/Docker/K8s Bundled Guides File Use When shell-onelin...
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| 15319 | visual-regression-tester | patricio0312rev/skills |
Visual Regression Tester Catch unintended UI changes with automated visual regression testing. Core Workflow Choose tool: Playwright, Chromatic, Percy Setup baseline: Capture initial screenshots Configure thresholds: Define acceptable diff Integrate CI: Automated testing Review changes: Approve or reject Update baselines: Accept intentional changes Playwright Visual Testing Installation npm install -D @playwright/test npx playwright install Configuration // playwright.config.ts import { defin...
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| 15320 | figma | vm0-ai/vm0-skills |
Figma MCP Use the Figma MCP server for Figma-driven implementation. For setup and debugging details (env vars, config, verification), see references/figma-mcp-config.md . Figma MCP Integration Rules These rules define how to translate Figma inputs into code for this project and must be followed for every Figma-driven change. Required flow (do not skip) Run get_design_context first to fetch the structured representation for the exact node(s). If the response is too large or truncated, run get_met...
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| 15321 | shadcn-vue-skilld | harlan-zw/vue-ecosystem-skills |
unovue/shadcn-vue shadcn-vue Add components to your apps. Version: 2.4.3 (Dec 2025) Deps: @dotenvx/dotenvx@^1.51.1, @modelcontextprotocol/sdk@^1.24.3, @unovue/detypes@^0.8.5, @vue/compiler-sfc@^3.5, c12@^3.3.2, commander@^14.0.2, consola@^3.4.2, dedent@^1.7.0, deepmerge@^4.3.1, diff@^8.0.2, fs-extra@^11.3.2, fuzzysort@^3.1.0, get-tsconfig@^4.13.0, magic-string@^0.30.21, nypm@^0.6.2, ofetch@^1.5.1, ora@^9.0.0, pathe@^2.0.3, postcss@^8.5.6, prompts@^2.4.2, reka-ui@^2.6.1, semver@^7.7.3, stringify-...
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| 15322 | mermaid | iofficeai/aionui |
Mermaid Diagram Visualizer Quick Start: Identify diagram type (flowchart/sequence/state/class/ER/gantt/mindmap) → Define nodes with shapes → Connect with arrows → Wrap in ```mermaid fence. Default: top-to-bottom ( TD ), use flowchart over graph , Unicode supported. Critical Syntax Rules Rule 1: List Syntax Conflicts ❌ [1. Item] → "Unsupported markdown: list" ✅ [1.Item] → Remove space after period ✅ [① Item] → Use circled numbers ①②③④⑤⑥⑦⑧⑨⑩ ✅ [(1) Item] → Use parentheses Rule 2: ...
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| 15323 | flow-orchestrator-2025 | josiahsiegel/claude-plugin-marketplace |
🚨 CRITICAL GUIDELINES Windows File Path Requirements MANDATORY: Always Use Backslashes on Windows for File Paths When using Edit or Write tools on Windows, you MUST use backslashes (\) in file paths, NOT forward slashes (/). Examples: ❌ WRONG: D:/repos/project/file.tsx ✅ CORRECT: D:\repos\project\file.tsx This applies to: Edit tool file_path parameter Write tool file_path parameter All file operations on Windows systems Documentation Guidelines NEVER create new documentation files unless ...
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| 15324 | bun-lockfile-update | laurigates/claude-plugins |
Comprehensive guidance for updating Bun lockfiles (`bun.lockb`) with proper dependency management practices. When to Use Use this skill automatically when: - User requests lockfile update or dependency refresh - User mentions outdated dependencies or security vulnerabilities - User wants to update specific packages or all dependencies - Lockfile conflicts occur during git operations - User needs to audit or verify dependency integrity Core Commands Update All Dependencies ``` Updat...
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| 15325 | cortex-mine | jezweb/claude-skills |
Knowledge Cortex — Mine Mine your Gmail history into structured flat files — contacts, clients, communications, and key facts — stored in ~/.cortex/ . No server required. Files you own. When invoked Read {skill_path}/references/file-schema.md for the storage format before any file operations. Commands What user says Action "run the cortex" / "cortex run" Run mining pass "cortex dry run" Mine without writing — pass --dry-run "cortex from DATE" Mine from specific date — pass --from YYYY-MM-DD "set...
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| 15326 | prompt-xray | huangserva/skill-prompt-generator |
No SKILL.md available for this skill. View on GitHub
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| 15327 | b2c-hooks | salesforcecommercecloud/b2c-developer-tooling |
B2C Commerce Hooks Hooks are extension points that allow you to customize business logic by registering scripts. B2C Commerce supports two types of hooks: OCAPI/SCAPI Hooks - Extend API resources with before, after, and modifyResponse hooks System Hooks - Custom extension points for order calculation, payment, and other core functionality Hook Types Overview Type Purpose Examples OCAPI/SCAPI Extend API behavior dw.ocapi.shop.basket.afterPOST System Core business logic dw.order.calculate Custom Y...
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| 15328 | app-intents-code-review | existential-birds/beagle |
App Intents Code Review Quick Reference Issue Type Reference AppIntent protocol, perform(), return types references/intent-structure.md AppEntity, EntityQuery, identifiers references/entities.md AppShortcutsProvider, phrases, discovery references/shortcuts.md @Parameter, validation, dynamic options references/parameters.md Review Checklist perform() marked with @MainActor if accessing UI/main thread resources perform() completes within 30-second timeout (no heavy downloads/processing) Custom err...
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| 15329 | game-tools-workflows | pluginagentmarketplace/custom-plugin-game-developer |
Game Development Tools & Workflows Development Tool Stack ┌─────────────────────────────────────────────────────────────┐ │ GAME DEV TOOL STACK │ ├─────────────────────────────────────────────────────────────┤ │ ENGINE: Unity / Unreal / Godot │ │ │ │ IDE: Visual Studio / Rider / VS Code │ │ ...
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| 15330 | terraform-infra | oimiragieo/agent-studio |
Terraform Infrastructure Skill Installation The skill invokes the Terraform CLI. Install: macOS : brew tap hashicorp/tap && brew install hashicorp/tap/terraform Windows : choco install terraform or download from HashiCorp Linux (apt) : Add HashiCorp repo then sudo apt update && sudo apt install terraform (see HashiCorp install ) Verify: terraform --version Cheat Sheet & Best Practices Workflow: terraform init → terraform fmt → terraform validate → terraform plan -out=tfplan → review → terraform ...
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| 15331 | type hints | pluginagentmarketplace/custom-plugin-python |
Python Type Hints Skill Overview Master Python type hints for better code quality, IDE support, and static type checking with mypy. Topics Covered Basic Type Hints Variable annotations Function signatures Return types Optional types Union types Advanced Typing Generic types TypeVar and ParamSpec Protocol and structural typing Literal types TypedDict Type Checking mypy configuration Strict mode settings Type ignore comments Stub files (.pyi) Type coverage Runtime Types typing_extensions Pydantic ...
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| 15332 | tailwind-best-practices | ofershap/tailwind-best-practices |
Tailwind Best Practices Overview Styling guidelines for the Mastra Playground UI, containing 5 rules across 3 categories. Rules are prioritized by impact to guide automated refactoring and code generation. These rules ensure design system consistency, prevent token drift, and maintain component library integrity. Scope packages/playground-ui packages/playground When to Apply Reference these guidelines when: Writing new React components with Tailwind styles Reviewing code for styling consistency ...
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| 15333 | database-sharding | secondsky/claude-skills |
Database Sharding Overview Implement horizontal data partitioning across multiple database servers. Covers sharding strategies, consistent hashing, shard key selection, and cross-shard querying patterns. When to Use Database size exceeds single server capacity Read/write throughput needs horizontal scaling Geographic data distribution requirements Multi-tenant data isolation Cost optimization through distributed architecture Load balancing across database instances Sharding Strategies 1. Range...
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| 15334 | code-generator | teachingai/full-stack-skills |
代码生成技能 概述 本技能帮助您生成高质量的代码,支持多种编程语言,遵循最佳实践和设计模式。 关键词: 代码生成、编程、函数、类、模块、项目开发、代码示例 核心功能 1. 函数和类生成 生成符合规范的函数和类 添加完整的文档注释 实现错误处理和边界检查 遵循语言特定的最佳实践 2. 模块和包开发 创建结构化的模块和包 设计清晰的 API 接口 实现模块间的依赖管理 创建配置文件和初始化代码 3. 项目脚手架 生成完整的项目结构 创建配置文件(package.json, requirements.txt 等) 设置构建和测试环境 添加 README 和文档 4. 代码优化和重构 优化代码性能和可读性 应用设计模式和最佳实践 重构代码结构 添加单元测试 使用指南 代码生成原则 清晰性: 代码应清晰易懂,命名规范 可维护性: 结构良好,易于修改和扩展 健壮性: 包含错误处理和边界检查 文档化: 提供完整的注释和文档 测试性: 代码应易于测试 支持的编程语言 Python JavaScript/TypeScript Java Go Rust 其他常见编程语言 代码结构要求 导入部分: 清...
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| 15335 | migrate-to-rstest | rstackjs/agent-skills |
Migrate to Rstest Goal Migrate Jest- or Vitest-based tests and configuration to Rstest with minimal behavior changes. Migration principles (must follow) Smallest-change-first : prefer the smallest viable change that restores test pass. Config before code : prefer fixing in config/tooling/mocks before touching test logic. Do not change user source behavior : avoid modifying production/business source files unless user explicitly requests it. Avoid bulk test rewrites : do not refactor entire test ...
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| 15336 | model-deployment | secondsky/claude-skills |
ML Model Deployment Deploy trained models to production with proper serving and monitoring. Deployment Options Method Use Case Latency REST API Web services Medium Batch Large-scale processing N/A Streaming Real-time Low Edge On-device Very low FastAPI Model Server from fastapi import FastAPI from pydantic import BaseModel import joblib import numpy as np app = FastAPI ( ) model = joblib . load ( 'model.pkl' ) class PredictionRequest ( BaseModel ) : features : list [ float ] class PredictionResp...
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| 15337 | analyzing-market-sentiment | jeremylongshore/claude-code-plugins-plus-skills |
Analyzing Market Sentiment Overview This skill provides comprehensive cryptocurrency market sentiment analysis by combining multiple data sources: Fear & Greed Index : Market-wide sentiment from Alternative.me News Sentiment : Keyword-based analysis of recent crypto news Market Momentum : Price and volume trends from CoinGecko Key Capabilities: Composite sentiment score (0-100) with classification Coin-specific sentiment analysis Detailed breakdown of sentiment components Multiple output formats...
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| 15338 | weather-fetcher | shanraisshan/claude-code-best-practice |
Weather Fetcher Skill This skill provides instructions for fetching current weather data. Task Fetch the current temperature for Dubai, UAE in the requested unit (Celsius or Fahrenheit). Instructions Fetch Weather Data : Use the WebFetch tool to get current weather data for Dubai from the Open-Meteo API. For Celsius : URL: https://api.open-meteo.com/v1/forecast?latitude=25.2048&longitude=55.2708¤t=temperature_2m&temperature_unit=celsius For Fahrenheit : URL: https://api.open-meteo.com/v1/f...
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| 15339 | federation | automattic/wordpress-activitypub |
ActivityPub Federation Protocol This skill provides understanding of the ActivityPub protocol specification and how federation works. For supported features and compatibility: See FEDERATION.md for the complete list of implemented FEPs, supported standards, and federation compatibility details. For implementation details: See AGENTS.md for transformers, handlers, and PHP code patterns. Core Concepts Three Building Blocks Actors - Users/accounts in the system Each actor has a unique URI Required:...
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| 15340 | vitest-best-practices | gohypergiant/agent-skills |
Comprehensive patterns for writing maintainable, effective vitest tests. Focused on expert-level guidance for test organization, clarity, and performance. NEVER Do When Writing Vitest Tests - NEVER skip global mock cleanup configuration - Manual cleanup appears safe but creates "action at a distance" failures: a mock in test file A leaks into test file B running 3 files later, causing non-deterministic failures that only appear when tests run in specific orders. These Heisenbugs waste hours i...
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| 15341 | windows-privilege-escalation | sickn33/antigravity-awesome-skills |
Windows Privilege Escalation Purpose Provide systematic methodologies for discovering and exploiting privilege escalation vulnerabilities on Windows systems during penetration testing engagements. This skill covers system enumeration, credential harvesting, service exploitation, token impersonation, kernel exploits, and various misconfigurations that enable escalation from standard user to Administrator or SYSTEM privileges. Inputs / Prerequisites Initial Access : Shell or RDP access as standard...
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| 15342 | technical-launch-planner | jamesrochabrun/skills |
Technical Launch Planner Overview Plan and execute successful launches for technical products, developer tools, APIs, SDKs, and platforms. This skill provides frameworks, checklists, and templates specifically designed for technical audiences and developer-focused products. Built for: Developer tools and platforms APIs and SDKs Technical infrastructure products B2D (Business-to-Developer) products SaaS with technical buyers Quick Start 1. Assess Your Launch Tier Run the interactive assessmen...
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| 15343 | ui-ux-pro-max | cin12211/orca-q |
UI/UX Pro Max - Design Intelligence Comprehensive design guide for web and mobile applications. Contains 50+ styles, 161 color palettes, 57 font pairings, 161 product types with reasoning rules, 99 UX guidelines, and 25 chart types across 10 technology stacks. Searchable database with priority-based recommendations. When to Apply This Skill should be used when the task involves UI structure, visual design decisions, interaction patterns, or user experience quality control . Must Use This Skill m...
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| 15344 | literature-review | lingzhi227/agent-research-skills |
Literature Review Overview Conduct systematic, comprehensive literature reviews following rigorous academic methodology. Search multiple literature databases, synthesize findings thematically, verify all citations for accuracy, and generate professional output documents in markdown and PDF formats. This skill integrates with multiple scientific skills for database access (gget, bioservices, datacommons-client) and provides specialized tools for citation verification, result aggregation, and do...
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| 15345 | tfc-run-logs | laurigates/claude-plugins |
Retrieve and display plan and/or apply logs from Terraform Cloud runs directly in the terminal. Prerequisites ``` Required environment variables export TFE_TOKEN="your-api-token" User or team token (not organization token) export TFE_ADDRESS="app.terraform.io" Optional, defaults to app.terraform.io ``` Core Workflow Get Both Plan and Apply Logs ``` !/bin/bash set -euo pipefail TOKEN="${TFE_TOKEN:?TFE_TOKEN not set}" BASE_URL="https://${TFE_ADDRESS:-app.terraform.io}/api/v2...
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| 15346 | godot-3d-materials | thedivergentai/gd-agentic-skills |
3D Materials Expert guidance for PBR materials and StandardMaterial3D in Godot. NEVER Do NEVER use separate metallic/roughness/AO textures — Use ORM packing (1 RGB texture with Occlusion/Roughness/Metallic channels) to save texture slots and memory. NEVER forget to enable normal_enabled — Normal maps don't work unless you set normal_enabled = true . Silent failure is common. NEVER use TRANSPARENCY_ALPHA for cutout materials — Use TRANSPARENCY_ALPHA_SCISSOR or TRANSPARENCY_ALPHA_HASH instead. Ful...
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| 15347 | create-slash-commands | glittercowboy/taches-cc-resources |
<quick_start> --- description: Analyze this code for performance issues and suggest optimizations --- Analyze the performance of this code and suggest three specific optimizations: Usage: /optimize Claude receives the expanded prompt and analyzes the code in context. </quick_start> <xml_structure> All generated slash commands should use XML tags in the body (after YAML frontmatter) for clarity and consistency. <required_tags> <objective> - What the command does and why it matters <objec...
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| 15348 | model-merging | orchestra-research/ai-research-skills |
Model Merging: Combining Pre-trained Models When to Use This Skill Use Model Merging when you need to: Combine capabilities from multiple fine-tuned models without retraining Create specialized models by blending domain-specific expertise (math + coding + chat) Improve performance beyond single models (often +5-10% on benchmarks) Reduce training costs - no GPUs needed, merges run on CPU Experiment rapidly - create new model variants in minutes, not days Preserve multiple skills - merge without...
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| 15349 | nnsight-remote-interpretability | orchestra-research/ai-research-skills |
nnsight: Transparent Access to Neural Network Internals nnsight (/ɛn.saɪt/) enables researchers to interpret and manipulate the internals of any PyTorch model, with the unique capability of running the same code locally on small models or remotely on massive models (70B+) via NDIF. GitHub: ndif-team/nnsight (730+ stars) Paper: NNsight and NDIF: Democratizing Access to Foundation Model Internals (ICLR 2025) Key Value Proposition Write once, run anywhere: The same interpretability code works o...
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| 15350 | claude-agent-sdk | sammcj/agentic-coding |
Claude Agent SDK - Structured Outputs & Error Prevention Guide Package: @anthropic-ai/claude-agent-sdk@0.2.12 Breaking Changes: v0.1.45 - Structured outputs (Nov 2025), v0.1.0 - No default system prompt, settingSources required What's New in v0.1.45+ (Nov 2025) Major Features: 1. Structured Outputs (v0.1.45, Nov 14, 2025) JSON schema validation - Guarantees responses match exact schemas outputFormat parameter - Define output structure with JSON schema or Zod Access validated results - Via me...
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