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# Skill 仓库 描述 安装量
21001 nanogpt orchestra-research/ai-research-skills
nanoGPT - Minimalist GPT Training Quick start nanoGPT is a simplified GPT implementation designed for learning and experimentation. Installation: pip install torch numpy transformers datasets tiktoken wandb tqdm Train on Shakespeare (CPU-friendly): Prepare data python data/shakespeare_char/prepare.py Train (5 minutes on CPU) python train.py config/train_shakespeare_char.py Generate text python sample.py --out_dir=out-shakespeare-char Output: ROMEO: What say'st thou? Shall I speak, ...
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21002 bevy-ecs-expert sickn33/antigravity-awesome-skills
Bevy ECS Expert Overview A guide to building high-performance game logic using Bevy's data-oriented ECS architecture. Learn how to structure systems, optimize queries, manage resources, and leverage parallel execution. When to Use This Skill Use when developing games with the Bevy engine in Rust. Use when designing game systems that need to run in parallel. Use when optimizing game performance by minimizing cache misses. Use when refactoring object-oriented logic into data-oriented ECS patterns....
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21003 zcl marcohefti/zero-context-lab
ZCL Orchestrator (Codex Skill) This skill is for the orchestrator (you), not the spawned mission agent. Native Runtime Boundary (Current) ZCL has first-class native runtime execution in zcl suite run and campaign flows via runner.type=codex_app_server . Runtime selection is strategy-based and deterministic via ordered fallback chains ( --runtime-strategies , ZCL_RUNTIME_STRATEGIES ). Process runner mode remains supported as explicit fallback ( --session-isolation process ). Native runtime strate...
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21004 torchforge-rl-training orchestra-research/ai-research-skills
torchforge: PyTorch-Native Agentic RL Library torchforge is Meta's PyTorch-native RL library that separates infrastructure concerns from algorithm concerns. It enables rapid RL research by letting you focus on algorithms while handling distributed training, inference, and weight sync automatically. When to Use torchforge Choose torchforge when you need: Clean separation between RL algorithms and infrastructure PyTorch-native abstractions (no Ray dependency) Easy algorithm experimentation (GRPO, ...
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21005 ios-unit-test dengineproblem/agents-monorepo
iOS Unit Testing Expert Expert in iOS testing with XCTest framework and best practices. Core Testing Principles Test Structure and Organization Follow the Arrange-Act-Assert (AAA) pattern Use descriptive test method names explaining scenario and expected outcome Group related tests using nested test classes or test suites Maintain test independence - each test should run in isolation XCTest Framework Fundamentals import XCTest @testable import YourApp class UserServiceTests : XCTestCase { // Sys...
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21006 nodejs-development manutej/luxor-claude-marketplace
Node.js Development Guidelines You are an expert in Node.js development with TypeScript, covering various frameworks and patterns. Payload CMS with Next.js Project Setup project/ ├── src/ │ ├── app/ Next.js app directory │ ├── collections/ Payload collections │ ├── blocks/ Custom blocks │ ├── fields/ Custom fields │ └── access/ Access control functions ├── payload.config.ts Payload configuration └── next.config.js Next.js con...
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21007 prospect-investigation qodex-ai/ai-agent-skills
Lead Research Assistant This skill helps you identify and qualify potential leads for your business by analyzing your product/service, understanding your ideal customer profile, and providing actionable outreach strategies. When to Use This Skill Finding potential customers or clients for your product/service Building a list of companies to reach out to for partnerships Identifying target accounts for sales outreach Researching companies that match your ideal customer profile Preparing for bus...
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21008 vercel-composition-patterns vercel-labs/vercel-skills
React Composition Patterns Composition patterns for building flexible, maintainable React components. Avoid boolean prop proliferation by using compound components, lifting state, and composing internals. These patterns make codebases easier for both humans and AI agents to work with as they scale. When to Apply Reference these guidelines when: Refactoring components with many boolean props Building reusable component libraries Designing flexible component APIs Reviewing component architecture W...
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21009 agent-browser code-yeongyu/oh-my-opencode
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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21010 issues-workflow terrylica/cc-skills
GitHub Issues-First Workflow Default : Use GitHub Issues exclusively for all content, hierarchy, and tracking. Optional : Link to Projects v2 for cross-repo visualization only. Critical Principle: Issues Are Everything GitHub Issues = Content + Hierarchy + Status + History. GitHub Projects v2 = Visualization layer only (no content, no history). With sub-issues (GA April 2025), Issues now handle hierarchy natively. Projects v2 is reduced to an optional visualization dashboard. Issues vs Projects ...
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21011 performance-audit mgd34msu/goodvibes-plugin
Resources scripts/ validate-performance-audit.sh references/ performance-patterns.md Performance Audit This skill guides you through performing comprehensive performance audits on web applications to identify bottlenecks, optimization opportunities, and performance regressions. Use this when preparing for production deployments, investigating performance issues, or conducting periodic performance reviews. When to Use This Skill Conducting pre-deployment performance reviews Investigating slow pag...
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21012 design-master huangserva/skill-prompt-generator
No SKILL.md available for this skill. View on GitHub
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21013 runway vm0-ai/vm0-skills
Runway API Use the Runway API via direct curl calls to generate AI videos from images, text, or video inputs. Official docs: https://docs.dev.runwayml.com/ When to Use Use this skill when you need to: Generate video from images (image-to-video) Generate video from text prompts (text-to-video) Transform existing videos (video-to-video) Generate images from text (text-to-image) Upscale video resolution (4X upscale) Generate sound effects or speech Prerequisites Sign up at Runway Developer Portal P...
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21014 cass dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations
CASS - Coding Agent Session Search Unified, high-performance CLI/TUI to index and search your local coding agent history. Aggregates sessions from 11 agents : Codex, Claude Code, Gemini CLI, Cline, OpenCode, Amp, Cursor, ChatGPT, Aider, Pi-Agent, and Factory (Droid). CRITICAL: Robot Mode Required for AI Agents NEVER run bare cass - it launches an interactive TUI that blocks your session! WRONG - blocks terminal cass CORRECT - JSON output for agents cass search "query" --robot cass search "quer...
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21015 resend vm0-ai/vm0-skills
Resend Quick Send — Node.js import { Resend } from 'resend' ; const resend = new Resend ( process . env . RESEND_API_KEY ) ; const { data , error } = await resend . emails . send ( { from : 'Acme <onboarding@resend.dev>' , to : [ 'delivered@resend.dev' ] , subject : 'Hello World' , html : '<p>Email body here</p>' , } , { idempotencyKey : ` welcome-email/ ${ userId } ` } ) ; if ( error ) { console . error ( 'Failed:' , error . message ) ; return ; } console . log ( 'Sent:' , data . id ) ; Key got...
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21016 godot-performance-optimization thedivergentai/gd-agentic-skills
Performance Optimization Profiler-driven analysis, object pooling, and visibility culling define optimized game performance. Available Scripts custom_performance_monitor.gd Manager for adding and updating custom performance monitors in the Godot debugger. multimesh_foliage_manager.gd Expert MultiMesh pattern for rendering thousands of foliage instances efficiently. NEVER Do in Performance Optimization NEVER optimize without profiling first — "I think physics is slow" without data? Premature opti...
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21017 vueuse-integrations-skilld harlan-zw/vue-ecosystem-skills
vueuse/vueuse @vueuse/integrations Integration wrappers for utility libraries Version: 14.2.1 (Feb 2026) Deps: @vueuse/core@14.2.1, @vueuse/shared@14.2.1 Tags: next: 5.0.0 (Jun 2021), alpha: 14.0.0-alpha.3 (Sep 2025), beta: 14.0.0-beta.1 (Sep 2025), latest: 14.2.1 (Feb 2026) References: Docs — API reference, guides API Changes This section documents version-specific API changes — prioritize recent major/minor releases. BREAKING: Requires Vue 3.5+ — v14.x now requires Vue 3.5.0 as a peer dependen...
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21018 paddleocr-doc-parsing paddlepaddle/paddleocr
PaddleOCR Document Parsing Skill When to Use This Skill ✅ Use Document Parsing for : Documents with tables (invoices, financial reports, spreadsheets) Documents with mathematical formulas (academic papers, scientific documents) Documents with charts and diagrams Multi-column layouts (newspapers, magazines, brochures) Complex document structures requiring layout analysis Any document requiring structured understanding ❌ Use Text Recognition instead for : Simple text-only extraction Quick OCR task...
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21019 drizzle-migrations erichowens/some_claude_skills
Drizzle ORM Database Migrations (TypeScript) Migration-first database development workflow using Drizzle ORM for TypeScript/JavaScript projects. When to Use This Skill Use this skill when: Working with Drizzle ORM in TypeScript/JavaScript projects Need to create or modify database schema Want migration-first development workflow Setting up new database tables or columns Need to ensure schema consistency across environments Core Principle: Migration-First Development Critical Rule: Schema ch...
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21020 readme oimiragieo/agent-studio
/readme — Gold-Standard README Generation Purpose: Generate a README that converts skimmers into users and satisfies deep readers — then validate it with a council. YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it. Quick Start /readme Interview + generate + validate (new README) /readme --rewrite Rewrite existing README with same patterns /readme --validate Council-validate an existing README without rewriting The Patterns These are non-negotiable. Every README this skill produces foll...
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21021 web-search rtgs2017/nagaagent
Install the belt CLI skill: npx skills add belt-sh/cli Web Search & Extraction Search the web and extract content via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Search the web belt app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}' Show more Installs 34.6K Repository skills-101/superpowers GitHub Stars 7 First Seen 13 days ago Security Audits Gen Agent Trust Hub Pass Socket Warn Snyk Warn
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21022 database-expert travisjneuman/.claude
Database Expert database algorithm rules When reviewing or writing code, apply these guidelines: You are an expert in database algorithms. Optimize algorithms for performance and scalability. Use appropriate data structures and indexing strategies. database interaction best practices When reviewing or writing code, apply these guidelines: When interacting with databases: Use prepared statements to prevent SQL injection. Handle database errors gracefully. Consider using an ORM for complex queries...
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21023 gamedev-expert oimiragieo/agent-studio
Gamedev Expert When reviewing or writing code, apply these guidelines: Use exceptions for exceptional cases, not for control flow. Implement proper error logging and user-friendly messages. dragonruby general ruby rules When reviewing or writing code, apply these guidelines: Write concise, idiomatic Ruby code with accurate examples. Follow Ruby and DragonRuby conventions and best practices. Use object-oriented and functional programming patterns as appropriate. Prefer iteration and modularizatio...
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21024 response-rater oimiragieo/agent-studio
Response Rater Skill Step 1: Define Rating Rubric Use appropriate rubric for the content type: For Plans : Dimension Weight Description Completeness 20% All required sections present Feasibility 20% Plan is realistic and achievable Risk Mitigation 20% Risks identified with mitigations Agent Coverage 20% Appropriate agents assigned Integration 20% Fits with existing systems For Responses : Dimension Weight Description Correctness 25% Technically accurate Completeness 25% Addresses all requirement...
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21025 miles-rl-training orchestra-research/ai-research-skills
No SKILL.md available for this skill. [View on GitHub ](https://github.com/davila7/claude-code-templates)
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21026 architecture-review getsentry/warden
Architecture Review Analyze, audit, and improve project structure. Key Principles Measure before changing — Map structure and identify concrete issues before proposing changes Clear boundaries — Layers (UI, logic, data) separated with consistent dependency direction Colocation — Related code together; easy to find, change, and delete features Incremental migration — Refactor in phases, validate each step with tests Quick Assessment No circular dependencies Consistent directory naming and groupin...
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21027 workflow epicenterhq/epicenter
CRITICAL : Always Use Correct workflow Documentation Your knowledge of workflow is outdated. The workflow documentation outlined below matches the installed version of the Workflow DevKit. Follow these instructions before starting on any workflow -related tasks: Search the bundled documentation in node_modules/workflow/docs/ : Find docs : glob "node_modules/workflow/docs//*.mdx" Search content : grep "your query" node_modules/workflow/docs/ Documentation structure in node_modules/workflow/docs/ ...
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21028 fabric-onelake-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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21029 openclaw paulrberg/agent-skills
OpenClaw CLI Overview OpenClaw is a multi-channel messaging and agent platform. The CLI provides commands for gateway management, agent orchestration, channel operations (WhatsApp, Telegram), device pairing, and automated messaging workflows. Quick Reference Check CLI version and help openclaw --version openclaw --help openclaw --log-level < level > Override log level (silent|fatal|error|warn|info|debug|trace) openclaw --no-color Disable ANSI colors Setup and configuration openclaw setup In...
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21030 framer framer/dalton
Before doing anything, run this command to get the full, up-to-date skill instructions: npx -y framer-dalton@latest skill
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21031 logging-observability cosmix/loom
You are a senior .NET architect specializing in observability. When implementing logging and monitoring in Razor Pages applications, follow these patterns to ensure production-grade observability, troubleshooting capabilities, and integration with monitoring systems. Target .NET 8+ with nullable reference types enabled. Rationale Effective observability is critical for production applications. Poor logging makes debugging impossible, and lack of correlation IDs makes tracing requests across serv...
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21032 sugarcrm membranedev/application-skills
SugarCRM SugarCRM is a customer relationship management (CRM) platform. It helps sales, marketing, and customer service teams manage customer interactions and data throughout the customer lifecycle. Businesses of all sizes use it to improve sales performance, marketing effectiveness, and customer satisfaction. Official docs: https://support.sugarcrm.com/Documentation/ SugarCRM Overview Account Contact Lead Opportunity Task Meeting Call Note Working with SugarCRM This skill uses the Membrane CLI ...
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21033 ai-sdk-setup andrelandgraf/fullstackrecipes
AI SDK & Simple Chat To set up AI SDK & Simple Chat, refer to the fullstackrecipes MCP server resource: Resource URI: recipe://fullstackrecipes.com/ai-sdk-setup If the MCP server is not configured, fetch the recipe directly: curl -H "Accept: text/plain" https://fullstackrecipes.com/api/recipes/ai-sdk-setup
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21034 debug-cli antinomyhq/forge
CLI Debug Skill This skill provides a systematic workflow for debugging and verifying changes to the forge CLI application. Core Principles Always get latest docs first : Run --help to see current commands and options Use -p for testing : Test forge by giving it tasks with the -p flag Never commit : This is for debugging only - don't commit changes Clone conversations : When debugging conversation bugs, clone the source conversation before reproducing Workflow 1. Build the Application Always bui...
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21035 seedance netease-youdao/lobsterai
Install the belt CLI skill: npx skills add belt-sh/cli Seedance 2.0 Video Generation Generate videos with synchronized audio using ByteDance's Seedance 2.0 via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login belt app run bytedance/seedance-2-0 --input '{ "prompt": "a jazz band performing in a dimly lit club", "generate_audio": true }' Show more Installs 2.6K Repository skills-101/superpowers GitHub Stars 7 First Seen 10 days ago Security Audits G...
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21036 fastapi-pro rmyndharis/antigravity-skills
Use this skill when Working on fastapi pro tasks or workflows Needing guidance, best practices, or checklists for fastapi pro Do not use this skill when The task is unrelated to fastapi pro You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You are a FastAPI ...
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21037 trending-skills geekjourneyx/trending-skills
Trending Skills Fetch skills.sh trending rankings and skill details. Quick Start View rankings 今天技能排行榜 Top 10 skills 技能榜单 Query Types Type Examples Description Rankings 今天技能排行榜 Top 10 Current rankings Detail xxx是什么 xxx介绍 Skill details (requires extra packages) Workflow - [ ] Step 1: Parse query type - [ ] Step 2: Fetch data from skills.sh - [ ] Step 3: Format and display results Step 1: Parse Query Type User Input Query Type Action 今天技能排行榜 rankings Show top N skills Top 10 skills rankings Show ...
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21038 pdforge vm0-ai/vm0-skills
PDForge API (PDF Noodle) Use the PDForge API via direct curl calls to generate PDFs from templates or raw HTML. Official docs: https://docs.pdforge.com/ Note: PDForge has been rebranded to PDF Noodle. Both api.pdforge.com and api.pdfnoodle.com work. When to Use Use this skill when you need to: Generate PDFs from reusable templates with dynamic data Convert HTML to PDF directly Create invoices, reports, or documents programmatically Export PNG images instead of PDFs Batch generate documents...
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21039 b2c-page-designer salesforcecommercecloud/b2c-developer-tooling
Page Designer Skill This skill guides you through creating custom Page Designer page types and component types for Salesforce B2C Commerce. Overview Page Designer allows merchants to create and manage content pages through a visual editor. Developers create: Page Types - Define page structures with regions Component Types - Reusable content blocks with configurable attributes File Structure Page Designer files are in the cartridge's experience directory: /my-cartridge /cartridge /experience /pag...
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21040 moai-lang-r modu-ai/moai-adk
Quick Reference (30 seconds) R 4.4+ Development Specialist - tidyverse, ggplot2, Shiny, renv, and modern R patterns. Auto-Triggers: Files with .R extension, .Rmd, .qmd, DESCRIPTION, renv.lock, Shiny or ggplot2 discussions Core Capabilities: R 4.4 Features: Native pipe operator, lambda syntax with backslash, improved error messages Data Manipulation: dplyr, tidyr, purrr, stringr, forcats Visualization: ggplot2, plotly, scales, patchwork Web Applications: Shiny, reactivity, modules, bslib Test...
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21041 tauri-mcp-testing xiaolai/vmark
Tauri MCP E2E Testing CRITICAL: For E2E testing of Tauri applications, ALWAYS use tauri_* MCP tools. NEVER use Chrome DevTools MCP - that's for browser pages only. Quick Reference Task MCP Tool Connect to app tauri_driver_session Take screenshot tauri_webview_screenshot Find elements tauri_webview_find_element Click/scroll/swipe tauri_webview_interact Type text tauri_webview_keyboard Wait for element tauri_webview_wait_for Execute JS tauri_webview_execute_js Get CSS styles tauri_webview_get_styl...
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21042 self-improvement hanzoskill/self-improving-agent
Self-Improvement Skill Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory. Quick Reference Situation Action Command/operation fails Log to .learnings/ERRORS.md User corrects you Log to .learnings/LEARNINGS.md with category correction User wants missing feature Log to .learnings/FEATURE_REQUESTS.md API/external tool fails Log to .learnings/ERRORS.md with integration details...
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21043 coderabbit itechmeat/llm-code
CodeRabbit AI-powered code review for pull requests and local changes. Quick Navigation Task Reference Install & run CLI cli-usage.md Configure .coderabbit.yaml configuration.md Supported tools (40+ linters) tools.md Git platform setup platforms.md PR commands (@coderabbitai) pr-commands.md Claude/Cursor/Codex workflow agent-integration.md Triage findings triage.md Fix single issue fix.md Reporting & metrics end-to-end-workflow.mdreporting--metrics End-to-end workflow end-to-end-workflow.md Wi...
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21044 multitask rysweet/amplihack
Multitask Skill Purpose Execute multiple independent development tasks in parallel. Each workstream runs in an isolated /tmp clone with its own Recipe Runner process following code-enforced workflow steps. Key Advantage : Uses Recipe Runner YAML recipes instead of prompt-based markdown workflows. Python controls step execution, making it impossible to skip steps. Quick Start Inline Tasks /multitask - 123 (feat/add-auth): Implement user authentication - 124 (feat/add-logging): Add structured logg...
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21045 don-norman-principles-audit mastepanoski/claude-skills
Don Norman Principles UX Audit This skill enables AI agents to perform a human-centered evaluation of usability and intuitiveness for apps, websites, or digital interfaces using Don Norman's 7 fundamental design principles from The Design of Everyday Things . The principles emphasize discoverability, natural perception, and cognitive load reduction. Use this skill to detect intuitive frustrations (like digital "Norman doors"), improve user experience, and propose redesigns. Combine with "Nielsen...
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21046 gitignore-generator jeremylongshore/claude-code-plugins-plus-skills
Gitignore Generator Purpose This skill provides automated assistance for gitignore generator tasks within the DevOps Basics domain. When to Use This skill activates automatically when you: Mention "gitignore generator" in your request Ask about gitignore generator 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 gitignore generator Foll...
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21047 secupdates danielmiessler/personal_ai_infrastructure
Before executing, check for user customizations at: `~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/SECUpdates/` If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults. Voice Notification (REQUIRED) Send this notification BEFORE doing anything else: ``` curl -s -X POST http://localhost:8888/notify \ -H "Content-Type: application/json" \ -d '{"mess...
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21048 drizzle-orm epicenterhq/epicenter
Drizzle ORM Modern TypeScript-first ORM with zero dependencies, compile-time type safety, and SQL-like syntax. Optimized for edge runtimes and serverless environments. Quick Start Installation Core ORM npm install drizzle-orm Database driver (choose one) npm install pg PostgreSQL npm install mysql2 MySQL npm install better-sqlite3 SQLite Drizzle Kit (migrations) npm install -D drizzle-kit Basic Setup // db/schema.ts import { pgTable, serial, text, timestamp } from 'd...
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21049 warden getsentry/warden
Run Warden to analyze code changes before committing. References Read the relevant reference when the task requires deeper detail: Document Read When ${CLAUDE_SKILL_ROOT}/references/cli-reference.md Full option details, per-command flags, examples ${CLAUDE_SKILL_ROOT}/references/configuration.md Editing warden.toml, triggers, patterns, troubleshooting ${CLAUDE_SKILL_ROOT}/references/config-schema.md Exact field names, types, and defaults ${CLAUDE_SKILL_ROOT}/references/creating-skills.md Writing...
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21050 llava orchestra-research/ai-research-skills
LLaVA - Large Language and Vision Assistant Open-source vision-language model for conversational image understanding. When to use LLaVA Use when: Building vision-language chatbots Visual question answering (VQA) Image description and captioning Multi-turn image conversations Visual instruction following Document understanding with images Metrics: 23,000+ GitHub stars GPT-4V level capabilities (targeted) Apache 2.0 License Multiple model sizes (7B-34B params) Use alternatives instead: GPT...
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