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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 20751 | resilience-patterns | melodic-software/claude-code-plugins |
Resilience Patterns Skill Overview This skill provides guidance on implementing resilience patterns in .NET applications. It covers both synchronous resilience (HTTP clients, service calls) using Polly and asynchronous resilience (message handlers) using Brighter. Key Principle: Design for failure. Systems should gracefully handle transient faults, prevent cascade failures, and provide meaningful fallback behavior. When to Use This Skill Keywords: resilience, circuit breaker, retry, polly, b...
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| 20752 | codebase-explorer | quicksilversurfer/codebase-explorer |
Codebase Explorer A field manual for understanding unfamiliar code. Produces navigable maps of system behavior, not summaries of file contents. Core Principle The file tree is storage, not understanding. Directory structure reflects how a team organized artifacts. Logic traces reveal why code exists and what it does. When these conflict, trust the trace. Understanding is not "I have read the code." Understanding is "I can tell you what happens when X changes." You cannot understand a whole syste...
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| 20753 | startup-fundraising | vasilyu1983/ai-agents-public |
Systematic framework for raising capital from pre-seed through growth stages. Modern Best Practices (Jan 2026): - Burn Multiple is king: Investors screen on Net Burn / Net New ARR before anything else. - Post-money SAFEs dominate: 85-90% of pre-seed deals use post-money SAFEs (not pre-money). - Data room = product: Clean structure, version control, index document, 409A current. - 7 due diligence areas: Beyond the deck—financial hygiene, unit economics, founder-market fit, digital reputation...
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| 20754 | skill-creator | breverdbidder/life-os |
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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| 20755 | agent-config | luongnv89/skills |
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 --abbrev-ref HEAD ) " git fetch origin && git pull --rebase origin " $branch " git stash pop If origin is missing, pull is unavail...
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| 20756 | blender-toolkit | dev-gom/claude-code-marketplace |
⚠️ Installation Check (READ THIS FIRST) IMPORTANT: Before using this skill, check Blender addon installation status. Config location: Check the shared config file for your installation status: ~/.claude/plugins/marketplaces/dev-gom-plugins/blender-config.json Always run scripts with --help first to see usage. DO NOT read the source until you try running the script first and find that a customized solution is abslutely necessary. These scripts can be very large and thus pollute your context ...
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| 20757 | web-content-fetcher | shino369/claude-code-personal-workspace |
Web Content Fetcher — 网页正文提取 能力说明 给一个 URL,返回干净的 Markdown 格式正文,保留: 标题层级( ) 超链接( 文字 ) 图片( ) 列表、代码块、引用块 提取策略(三级降级) URL ↓ 1. Jina Reader(首选) web_fetch("https://r.jina.ai/<url>", maxChars=30000) 优点:快(~1.5s),格式干净 限制:200次/天免费配额 失败场景:微信公众号(403)、部分国内平台 ↓ 2. Scrapling + html2text(Jina 超限或失败时) exec: python3 scripts/fetch.py <url> 30000 优点:无限制,效果和 Jina 相当,能读微信公众号 适合:mp.weixin.qq.com、Substack、Medium 等反爬平台 ↓ 3. web_fetch 直接抓(静态页面兜底) web_fetch(url, maxChars=30000) 适合:GitHub README、普通静态博客、技术文档 域名快捷路由 直接跳过 Jina...
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| 20758 | skill-system-insight | arthur0824hao/skills |
Skill System Insight This skill turns sessions into structured, explainable behavioral insights ("facets"), and uses those facets to evolve a user's Soul state over time. The intent is pragmatic: collaborate better by learning the user's working style, not by inventing a persona. Architecture: Hybrid 3-Layer System Layer 1: Base Profile (balanced.md) - Static skeleton: section format + safety/quality defaults. Layer 2: Dual Matrix (soul-state) - Personality Matrix (slow/stable): openness, direct...
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| 20759 | python-scientific-computing | vamseeachanta/workspace-hub |
Master Python for engineering analysis, numerical simulations, and scientific workflows using industry-standard libraries. When to Use This Skill Use Python scientific computing when you need: - Numerical analysis - Solving equations, optimization, integration - Engineering calculations - Stress, strain, dynamics, thermodynamics - Matrix operations - Linear algebra, eigenvalue problems - Symbolic mathematics - Analytical solutions, equation manipulation - Data analysis - Statistical anal...
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| 20760 | env-secret-detector | jeremylongshore/claude-code-plugins-plus-skills |
Env Secret Detector Purpose This skill provides automated assistance for env secret detector tasks within the Security Fundamentals domain. When to Use This skill activates automatically when you: Mention "env secret detector" in your request Ask about env secret detector patterns or best practices Need help with essential security skills covering authentication, input validation, secure coding practices, and basic vulnerability detection. Capabilities Provides step-by-step guidance for env secr...
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| 20761 | security | elie222/inbox-zero |
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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| 20762 | cloud-aws-s3 | teachingai/full-stack-skills |
When to use this skill Use this skill whenever the user wants to: [待完善:根据具体工具添加使用场景] How to use this skill [待完善:根据具体工具添加使用指南] Best Practices [待完善:根据具体工具添加最佳实践] Keywords [待完善:根据具体工具添加关键词]
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| 20763 | solana-security | tenequm/claude-plugins |
Solana Security Auditing Systematic security review framework for Solana programs, supporting both Anchor and native Rust implementations. Review Process Follow this systematic 5-step process for comprehensive security audits: Step 1: Initial Assessment Understand the program's context and structure: Framework : Anchor vs Native Rust (check for use anchor_lang::prelude::* ) Anchor version : Check Cargo.toml for compatibility and known issues Dependencies : Oracles (Pyth, Switchboard), external p...
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| 20764 | landing-page-guide | bear2u/my-skills |
Landing Page Guide Overview This skill enables creation of professional, high-converting landing pages following the 11 essential elements framework from DESIGNNAS. It provides complete implementation patterns for Next.js 14+ and React with ShadCN UI integration, ensuring every landing page includes proper SEO optimization, accessibility standards, and conversion-focused design. When to Use This Skill Use this skill when users request: Creation of landing pages, marketing pages, or product p...
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| 20765 | docs-sandpack | reactjs/react.dev |
Sandpack Patterns Quick Start Template Most examples are single-file. Copy this and modify: <Sandpack> ` ` `js import { useState } from 'react'; export default function Example() { const [value, setValue] = useState(0); return ( <button onClick={() => setValue(value + 1)}> Clicked {value} times </button> ); } ` ` ` </Sandpack> File Naming Pattern Usage ```js Main file (no prefix) ```js src/FileName.js Supporting files ```js src/File.js active Active file (reference pages) ```js src/data.js hidde...
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| 20766 | social-intelligence | merit-systems/agentcash-skills |
Access X/Twitter (via Grok) and Reddit through x402-protected endpoints. Setup See [rules/getting-started.md](https://github.com/merit-systems/x402scan-skills/blob/main/skills/social-intelligence/rules/getting-started.md) for installation and wallet setup. Quick Reference | Search X posts | `/api/grok/x-search` | $0.02 | Search tweets by keywords | Find X users | `/api/grok/user-search` | $0.02 | Search users by criteria | Get user posts | `/api/grok/user-posts` | $0.02 | Rece...
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| 20767 | skill-one | everyinc/compound-engineering-plugin |
Skill body.
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| 20768 | caching-cdn-strategy-planner | patricio0312rev/skills |
Caching & CDN Strategy Planner Design effective caching at all layers. Caching Layers Client → CDN (Edge) → Server Cache → Database CDN Configuration (CloudFront) const distribution = { Origins: [ { DomainName: "api.example.com", CustomHeaders: [ { HeaderName: "X-CDN-Secret", HeaderValue: process.env.CDN_SECRET, }, ], }, ], DefaultCacheBehavior: { ViewerProtocolPolicy: "redirect-to-https", AllowedMethods: ["GET", "HEA...
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| 20769 | gs-search | cookjohn/gs-skills |
Google Scholar Basic Search Search Google Scholar for papers using keyword(s). Returns structured result list via DOM scraping. Arguments $ARGUMENTS contains the search keyword(s). Steps 1. Navigate Use mcp__chrome-devtools__navigate_page : url: https://scholar.google.com/scholar?q={URL_ENCODED_KEYWORDS}&hl=en&num=10 2. Extract results (evaluate_script) Wait for results to load, check for CAPTCHA, then scrape the DOM: async ( ) => { // Wait for results or CAPTCHA for ( let i = 0 ; i < 20 ; i ++ ...
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| 20770 | animation principles - universal reference | dylantarre/animation-principles |
Animation Principles - Universal Reference Disney's 12 principles work at every skill level. Here's each principle with scalable depth. 1. Squash and Stretch Core idea: Objects deform to show motion and impact. Beginner: Ball flattens when it hits ground. Advanced: Volume must remain constant. Facial animation uses micro-squash for expression. Key insight: Even "rigid" objects can use the principle through camera shake or motion blur. 2. Anticipation Core idea: Prepare the viewer for action. Beg...
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| 20771 | adonisjs | filipebraida/skills |
<essential_principles> AdonisJS 6 Principles TypeScript-first - Every request, service, and model is typed. Prefer explicit types over any. 1. Thin Controllers, Focused Services Controllers orchestrate. Business logic lives in services or domain modules. // app/controllers/users_controller.ts import type { HttpContext } from "@adonisjs/core/http" ; import CreateUserService from "services/users/create_user_service" ; export default class UsersController { async store ( { request , response } : Ht...
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| 20772 | linkedin-engagement | svenja-dev/claude-code-skills |
LinkedIn-Profil: [Your Name] (echtes Profil) Unternehmen: fabrikIQ / Dresden AI Insights Fokus: MES, OEE, Fertigungsdatenanalyse, KMU-Digitalisierung Ziel-Regionen: - Primär: DACH (DE/AT/CH), USA, Kanada - Sekundär: UK, Nordics, Benelux - Tertiär: Japan, Südkorea, Südostasien Fokus-Hashtags: - DE: Fertigung Industrie40 OEE MES Digitalisierung KMU Qualitaetssicherung - EN: Manufacturing Industry40 SmartFactory MES OEE DigitalTransformation LeanManufacturing Slash-Commands /linkedin-pos...
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| 20773 | postgresql | pluginagentmarketplace/custom-plugin-sql |
PostgreSQL Table Design Use this skill when Designing a schema for PostgreSQL Selecting data types and constraints Planning indexes, partitions, or RLS policies Reviewing tables for scale and maintainability Do not use this skill when You are targeting a non-PostgreSQL database You only need query tuning without schema changes You require a DB-agnostic modeling guide Instructions Capture entities, access patterns, and scale targets (rows, QPS, retention). Choose data types and constraints that e...
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| 20774 | using-git-worktrees | julianobarbosa/claude-code-skills |
Using Git Worktrees Overview Git worktrees create isolated workspaces sharing the same repository, allowing work on multiple branches simultaneously without switching. Core principle: Systematic directory selection + safety verification = reliable isolation. Announce at start: "I'm using the using-git-worktrees skill to set up an isolated workspace." Directory Selection Process Follow this priority order: 1. Check Existing Directories Check in priority order ls -d .worktrees 2 > /dev/null Pref...
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| 20775 | hexagonal-architecture-layers-java | gentleman-programming/gentleman-skills |
When to Use Load this skill when: Designing a new Java service with clean, testable layers Refactoring Spring code to isolate the domain from frameworks Supporting multiple adapters (REST + messaging, JPA + Mongo) Enforcing dependency direction and clear module boundaries Critical Patterns Pattern 1: Domain is pure Domain has no framework annotations, no persistence concerns, and no I/O. Pattern 2: Application orchestrates Application defines use cases and ports, calling domain logic and delegat...
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| 20776 | ai-image-prompts-skill | youmind-openlab/ai-image-prompts-skill |
📖 Prompts curated by YouMind · 10,000+ community prompts · Browse the Gallery → AI Image Prompts — Universal Prompt Recommender You are an expert at recommending image generation prompts from a curated library of 10,000+ real-world prompts. These prompts work with any text-to-image AI model — including Nano Banana Pro, Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E 3, Flux, Stable Diffusion, and others. ⚠️ CRITICAL: Sample Images Are MANDATORY Every prompt recommendation MUST inc...
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| 20777 | trpc | oriolrius/pki-manager-web |
tRPC Best Practices You are an expert in tRPC v11, TypeScript, and Next.js development. tRPC enables end-to-end typesafe APIs, allowing you to build and consume APIs without schemas, code generation, or runtime errors. Requirements TypeScript >= 5.7.2 Strict TypeScript mode enabled Project Structure src/ pages/ _app.tsx createTRPCNext setup api/ trpc/ [trpc].ts tRPC HTTP handler server/ routers/ _app.ts Main router [feature].ts Feature-specific routers...
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| 20778 | tailwind-v4-shadcn | jackspace/claudeskillz |
Tailwind v4 + shadcn/ui Production Stack Production-tested : WordPress Auditor ( https://wordpress-auditor.webfonts.workers.dev ) Last Updated : 2025-12-04 Status : Production Ready ✅ Table of Contents Before You Start Quick Start Four-Step Architecture Dark Mode Setup Critical Rules Semantic Color Tokens Common Issues & Fixes File Templates Setup Checklist Advanced Topics Dependencies Tailwind v4 Plugins Reference Documentation When to Load References ⚠️ BEFORE YOU START (READ THIS!) CRITICAL F...
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| 20779 | uizard | teachingai/full-stack-skills |
Use this skill whenever the user wants to: - [待完善:根据具体工具添加使用场景] How to use this skill [待完善:根据具体工具添加使用指南] Best Practices [待完善:根据具体工具添加最佳实践] Keywords [待完善:根据具体工具添加关键词]
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| 20780 | ios-simulator-skill | onejs/one |
iOS Simulator Skill Build, test, and automate iOS applications using accessibility-driven navigation and structured data instead of pixel coordinates. Quick Start 1. Check environment bash scripts/sim_health_check.sh 2. Launch app python scripts/app_launcher.py --launch com.example.app 3. Map screen to see elements python scripts/screen_mapper.py 4. Tap button python scripts/navigator.py --find-text "Login" --tap 5. Enter text python scripts/navigator.py --find-type TextField --enter-...
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| 20781 | swapper-integration | shapeshift/web |
Swapper Integration Skill You are an expert at integrating DEX aggregators, swappers, and bridge protocols into ShapeShift Web. This skill guides you through the complete process from API research to production-ready implementation. When This Skill Activates Use this skill when the user wants to: "Integrate [SwapperName] swapper" "Add support for [Protocol]" "Implement [DEX] integration" "Add [Aggregator] as a swapper" "Integrate [new swapper]" Overview ShapeShift Web is a decentralized crypto e...
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| 20782 | session-share | asheshgoplani/agent-deck |
Session Share Share Claude Code sessions between developers through portable file export/import. Version: 1.0 | Privacy: Files are never uploaded to cloud unless you choose to share them Script Path Resolution (IMPORTANT) This skill includes helper scripts in its scripts/ subdirectory. When Claude Code loads this skill, it shows a line like: Base directory for this skill: /path/to/.../skills/session-share You MUST use that base directory path to resolve all script references. Store it as SKILL_D...
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| 20783 | magento-deployment-engineer | maxnorm/magento2-agent-skills |
Magento 2 Deployment Engineer Expert specialist in designing and implementing robust, scalable deployment pipelines and infrastructure solutions for enterprise e-commerce applications. When to Use Setting up CI/CD pipelines Automating deployments Managing infrastructure Implementing DevOps practices Containerizing applications Planning disaster recovery Deployment Architecture CI/CD Pipelines Continuous Integration : Design comprehensive build and test pipelines Continuous Deployment : Implement...
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| 20784 | product-management | travisjneuman/.claude |
Product Management (Jan 2026) This skill turns the assistant into an operator, not a lecturer. Everything here is: Executable: templates, checklists, decision flows Decision-first: measurable outcomes, explicit trade-offs, clear ownership Organized: resources for depth; templates for immediate copy-paste Modern Best Practices (Jan 2026): Evidence quality beats confidence: label signals strong/medium/weak; write what would change your mind. Outcomes > output: roadmaps are bets with measurabl...
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| 20785 | peon-ping-log | peonping/peon-ping |
peon-ping-log Log exercise reps for the Peon Trainer. Usage The user provides a number and exercise type. Run the following command using the Bash tool: bash ~/.claude/hooks/peon-ping/peon.sh trainer log < count > < exercise > Where: <count> is the number of reps (e.g. 25 ) <exercise> is pushups or squats Examples bash ~/.claude/hooks/peon-ping/peon.sh trainer log 25 pushups bash ~/.claude/hooks/peon-ping/peon.sh trainer log 30 squats Report the output to the user. The command will print the upd...
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| 20786 | fastapi | teachingai/full-stack-skills |
FastAPI Skill Production-tested patterns for FastAPI with Pydantic v2, SQLAlchemy 2.0 async, and JWT authentication. Latest Versions (verified January 2026): FastAPI: 0.128.0 Pydantic: 2.11.7 SQLAlchemy: 2.0.30 Uvicorn: 0.35.0 python-jose: 3.3.0 Requirements : Python 3.9+ (Python 3.8 support dropped in FastAPI 0.125.0) Pydantic v2.7.0+ (Pydantic v1 support completely removed in FastAPI 0.128.0) Quick Start Project Setup with uv Create project uv init my-api cd my-api Add dependencies uv add fa...
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| 20787 | tanstack-frontend | blogic-cz/blogic-marketplace |
TanStack Frontend Patterns Overview Implement TanStack Router routes with proper TRPC integration, query prefetching, type inference, and form handling following the project's frontend architecture patterns. When to Use This Skill Use this skill when: Creating new routes with TanStack Router Implementing data prefetching in loaders Optimizing route loading performance Building forms with TanStack Form and TRPC Need type-safe TRPC patterns Core Patterns 1. Route Definition with Loader Standard pa...
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| 20788 | video-prompting-guide | inference-sh/agent-skills |
Video Prompting Guide Best practices for writing effective AI video generation prompts via inference.sh . Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Well-structured video prompt infsh app run google/veo-3-1-fast --input '{ "prompt": "Cinematic tracking shot of a red sports car driving through Tokyo at night, neon lights reflecting on wet streets, rain falling, 4K, shallow depth of field" }' Prompt St...
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| 20789 | nano-banana | nicepkg/ai-workflow |
Nano Banana - Gemini Native Image Generation Generate images with Google Gemini native image models via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login infsh app run google/gemini-3-pro-image-preview --input '{"prompt": "a banana in space, photorealistic"}' Models Model App ID Speed Quality Gemini 3 Pro Image google/gemini-3-pro-image-preview Slower Best Gemini 2.5 Flash Image google/gemi...
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| 20790 | signals-and-flutter-hooks | rodydavis/skills |
Signals and Flutter Hooks When working with data in Flutter , on of the first things you are exposed to is setState . setState import 'package:flutter/material.dart'; void main() { runApp(const MaterialApp(debugShowCheckedModeBanner: false, home: Counter())); } class Counter extends StatefulWidget { const Counter({super.key}); @override State<Counter> createState() => _CounterState(); } class _CounterState extends State<Counter> { int count = 0; void increment() { if (mounted) { setState(() { co...
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| 20791 | agent-browser | dmmulroy/overseer |
Browser Automation with agent-browser The CLI uses Chrome/Chromium via CDP directly. Install via npm i -g agent-browser , brew install agent-browser , or cargo install agent-browser . Run agent-browser install to download Chrome. Core Workflow Every browser automation follows this pattern: Navigate : agent-browser open <url> Snapshot : agent-browser snapshot -i (get element refs like @e1 , @e2 ) Interact : Use refs to click, fill, select Re-snapshot : After navigation or DOM changes, get fresh r...
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| 20792 | codex-wrapped | openai/skills |
Codex Wrapped Use this skill whenever the user wants a Codex Wrapped report or usage insights. Render text-only output (no image generation). The report must be year-agnostic and should highlight last 30 days and last 7 days, while still calling out all-time focus hours. Quick Commands (run in order) Compute stats python3 .codex/skills/codex-wrapped/scripts/get_codex_stats.py \ --output /tmp/wrapped_stats.json (Defaults to the system timezone; override --timezone only if the user requests it.) R...
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| 20793 | ag-grid | joabgonzalez/ai-agents-framework |
AG Grid React data tables with sorting, filtering, pagination, inline editing, and Excel-like features. TypeScript typing, accessibility, and virtualization. Examples use ag-grid-react . Column config API ( ColDef , onGridReady ) is framework-agnostic — adapt cell renderers to your framework's component syntax for Angular/Vue. When to Use Data tables with sorting/filtering/pagination Editable grids with inline editing Complex grids with grouping/aggregation High-performance with virtualization E...
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| 20794 | create-agent-adapter | paperclipai/paperclip |
Creating a Paperclip Agent Adapter An adapter bridges Paperclip's orchestration layer to a specific AI agent runtime (Claude Code, Codex CLI, a custom process, an HTTP endpoint, etc.). Each adapter is a self-contained package that provides implementations for three consumers : the server, the UI, and the CLI. 1. Architecture Overview packages/adapters/<name>/ src/ index.ts Shared metadata (type, label, models, agentConfigurationDoc) server/ index.ts Server exports: execute,...
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| 20795 | design-system-generator | qodex-ai/ai-agent-skills |
Theme Factory Skill This skill provides a curated collection of professional font and color themes themes, each with carefully selected color palettes and font pairings. Once a theme is chosen, it can be applied to any artifact. Purpose To apply consistent, professional styling to presentation slide decks, use this skill. Each theme includes: A cohesive color palette with hex codes Complementary font pairings for headers and body text A distinct visual identity suitable for different context...
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| 20796 | turso | itechmeat/llm-code |
SQLite-compatible embedded database for modern applications, AI agents, and edge computing. Quick Navigation | Installation | [installation.md](https://github.com/itechmeat/llm-code/blob/main/skills/turso/references/installation.md) | Encryption | [encryption.md](https://github.com/itechmeat/llm-code/blob/main/skills/turso/references/encryption.md) | Authorization | [auth.md](https://github.com/itechmeat/llm-code/blob/main/skills/turso/references/auth.md) | Sync | [sync.md](https://...
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| 20797 | skill-creator | andrelandgraf/fullstackrecipes |
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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| 20798 | shader-router | bbeierle12/skill-mcp-claude |
Shader Router Routes to 4 specialized GLSL shader skills based on task requirements. Routing Protocol Classify — Identify what visual result is needed Match — Find skill(s) with highest signal match Combine — Most shaders need 2-3 skills together Load — Read matched SKILL.md files before implementation Quick Route Tier 1: Core (Always Consider) Task Type Skill Primary Signal Words Writing shaders shader-fundamentals GLSL, vertex, fragment, uniform, varying, coordinate Organic patterns shader-n...
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| 20799 | ingestion-pipeline-doctor-nodejs | posthog/posthog |
Pipeline Doctor Quick reference for PostHog's ingestion pipeline framework and its convention-checking agents. Architecture overview The ingestion pipeline processes events through a typed, composable step chain: Kafka message → messageAware() → parse headers/body → sequentially() for preprocessing → filterMap() to enrich context (e.g., team lookup) → teamAware() → groupBy(token:distinctId) → concurrently() for per-entity processing → gather() → pipeBatch() for batch operations → handleIngestion...
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| 20800 | creativity | altshiftstudio/skills |
Creativity This skill uses Distribution-level Sampling to bypass "mode collapse" and surface high-quality, non-obvious ideas (p < 0.10). State the goal for using this skill, and align the outcome to it. Creative Workflow Follow these phases thoroughly. Show your reasoning to the user. Phase 1: Explore semantic space Conduct a reasoning-first exploration of the semantic space. Identify the most "obvious" or stereotypical answers and explicitly discard them. Announce a list of discarded ide...
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