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# Skill 仓库 描述 安装量
15101 create-blog-post jim60105/blog
Create Blog Post on 聆.tw This skill guides the full workflow of creating a new tech blog post on 聆.tw (琳聽智者漫談), from repo setup to PR submission. [!IMPORTANT] We use git submodules in this blog repository, and the content is stored within these submodules. Therefore, all git operations for creating a new blog post must be performed inside the submodule directory ( 聆.tw/content/ ). ALWAYS CHECK PWD AND GIT STATUS TO MAKE SURE YOU'RE IN THE CORRECT DIRECTORY AND STATE BEFORE RUNNING ANY GIT COMMAN...
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15102 laravel-blade fusengine/agents
Laravel Blade Agent Workflow (MANDATORY) Before ANY implementation, use TeamCreate to spawn 3 agents: fuse-ai-pilot:explore-codebase - Check existing views, components structure fuse-ai-pilot:research-expert - Verify latest Blade docs via Context7 mcp__context7__query-docs - Query specific patterns (components, slots) After implementation, run fuse-ai-pilot:sniper for validation. Overview Blade is Laravel's templating engine. It provides a clean syntax for PHP in views while compiling to pure PH...
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15103 theme-factory shipshitdev/library
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 contexts an...
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15104 deepspeed orchestra-research/ai-research-skills
Deepspeed Skill Comprehensive assistance with deepspeed development, generated from official documentation. When to Use This Skill This skill should be triggered when: Working with deepspeed Asking about deepspeed features or APIs Implementing deepspeed solutions Debugging deepspeed code Learning deepspeed best practices Quick Reference Common Patterns Pattern 1: DeepNVMe Contents Requirements Creating DeepNVMe Handles Using DeepNVMe Handles Blocking File Write Non-Blocking File Write Paral...
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15105 design-doc-mermaid spillwavesolutions/design-doc-mermaid
Mermaid Architect - Hierarchical Diagram and Documentation Skill Mermaid diagram and documentation system with specialized guides and code-to-diagram capabilities. Table of Contents Decision Tree Available Guides and Resources Usage Patterns Resilient Workflow Unicode Semantic Symbols Python Utilities Decision Tree Examples High-Contrast Styling File Organization Workflow Summary When to Use What Best Practices Learning Path Decision Tree How this skill works: User makes a request → Skill analyz...
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15106 umbraco-playwright-testhelpers umbraco/umbraco-cms-backoffice-skills
Umbraco Playwright Testhelpers What is it? @umbraco/playwright-testhelpers is the official Umbraco package that provides Playwright fixtures, API helpers, and UI helpers for writing E2E tests against an Umbraco backoffice instance. Repository : https://github.com/umbraco/Umbraco.Playwright.Testhelpers Installation npm install @umbraco/playwright-testhelpers --save-dev
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15107 moe-training orchestra-research/ai-research-skills
MoE Training: Mixture of Experts When to Use This Skill Use MoE Training when you need to: Train larger models with limited compute (5× cost reduction vs dense models) Scale model capacity without proportional compute increase Achieve better performance per compute budget than dense models Specialize experts for different domains/tasks/languages Reduce inference latency with sparse activation (only 13B/47B params active in Mixtral) Implement SOTA models like Mixtral 8x7B, DeepSeek-V3, Switch T...
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15108 annualreports danielmiessler/personal_ai_infrastructure
Before executing, check for user customizations at: `~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/AnnualReports/` 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. AnnualReports - Security Report Aggregation Aggregates and analyzes annual security reports from 570+ sources across the cybersecurity industry. Source: [awesome-annual-security-rep...
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15109 gtm-pricing scientiacapital/skills
<quick_start> ICP scoring: 80+ = Ideal | 60-79 = Good | 40-59 = Marginal | <40 = Pass Positioning statement: For [target] who [need], [product] is a [category] that [benefit]. Unlike [alternative], our product [differentiator]. Value-based pricing: Price at 10-20% of quantified value delivered Opportunity score: /100 across Market Fit, Technical Fit, GTM Fit, Personal Fit, Economics </quick_start> <success_criteria> GTM strategy is successful when: ICP documented with scoring criteria (fi...
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15110 web-motion-design dylantarre/animation-principles
Web Motion Design Apply Disney's 12 animation principles to CSS, JavaScript, and frontend frameworks. Quick Reference Principle Web Implementation Squash & Stretch transform: scale() on interaction states Anticipation Slight reverse movement before action Staging Focus user attention with motion hierarchy Straight Ahead / Pose to Pose JS frame-by-frame vs CSS keyframes Follow Through / Overlapping Staggered child animations, elastic easing Slow In / Slow Out ease-in-out , cubic-bezier curves Arc...
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15111 panther-strike autumnsgrove/groveengine
Panther Strike 🐆 The panther doesn't ask permission. It watches. It waits. Then — swiftness . Lock onto a single issue. Melt into the shadows. Weave through the branches. Strike with deadly silence. Leave nothing but a clean commit in your wake and the fading echo of a hunt well-had. When to Activate User provides an issue number to fix User says "strike", "drop on", "attack", or "kill" an issue User explicitly calls /panther-strike 123 User wants focused, rapid resolution of ONE issue The Hunt ...
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15112 godot-quest-system thedivergentai/gd-agentic-skills
Quest System Resource-based data, signal-driven updates, and AutoLoad coordination define scalable quest architectures. Available Scripts quest_manager.gd Expert AutoLoad quest tracker with objective progression and reward distribution. quest_graph_manager.gd Runtime manager for graph-based quests. Tracks objectives and node progression. NEVER Do in Quest Systems NEVER store quest data in nodes — Quest progress in player.gd variables? Loss on scene reload. Use Resource-based Quests OR AutoLoad s...
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15113 rbac-permissions-builder patricio0312rev/skills
RBAC/Permissions Builder Implement flexible role-based access control systems. Permission Matrix // Define permissions export enum Permission { USER_READ = "user:read", USER_WRITE = "user:write", USER_DELETE = "user:delete", POST_READ = "post:read", POST_WRITE = "post:write", ADMIN_ACCESS = "admin:access", } // Define roles export const ROLE_PERMISSIONS = { user: [Permission.USER_READ, Permission.POST_READ, Permission.POST_WRITE], moderator: [...userPermissions, Permission.POS...
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15114 windows-git-bash-testing josiahsiegel/claude-plugin-marketplace
Windows and Git Bash Testing Compatibility Guide Overview This guide provides essential knowledge for running Vitest, Playwright, and MSW tests on Windows, particularly in Git Bash/MINGW environments. It addresses common path conversion issues, shell detection, and cross-platform test execution patterns. Shell Detection in Test Environments Detecting Git Bash/MINGW When running tests in Git Bash or MINGW environments, use these detection methods: Method 1: Environment Variable (Most Reliable...
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15115 brainstorming-research-ideas orchestra-research/ai-research-skills
Research Idea Brainstorming Structured frameworks for discovering the next research idea. This skill provides ten complementary ideation lenses that help researchers move from vague curiosity to concrete, defensible research proposals. Each framework targets a different cognitive mode—use them individually or combine them for comprehensive exploration. When to Use This Skill Starting a new research direction and need structured exploration Feeling stuck on a current project and want fresh angles...
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15116 slack-gif-creator davepoon/buildwithclaude
Slack GIF Creator A toolkit providing utilities and knowledge for creating animated GIFs optimized for Slack. Slack Requirements Dimensions: Emoji GIFs: 128x128 (recommended) Message GIFs: 480x480 Parameters: FPS: 10-30 (lower is smaller file size) Colors: 48-128 (fewer = smaller file size) Duration: Keep under 3 seconds for emoji GIFs Core Workflow from core . gif_builder import GIFBuilder from PIL import Image , ImageDraw 1. Create builder builder = GIFBuilder ( width = 128 , height = 128 , f...
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15117 web-design-guidelines asyrafhussin/agent-skills
Web Interface Guidelines Review files for compliance with Web Interface Guidelines. How It Works Fetch the latest guidelines from the source URL below Read the specified files (or prompt user for files/pattern) Check against all rules in the fetched guidelines Output findings in the terse file:line format Guidelines Source Fetch fresh guidelines before each review: https://raw.githubusercontent.com/vercel-labs/web-interface-guidelines/main/command.md Use WebFetch to retrieve the latest rules. Th...
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15118 sap-btp-best-practices secondsky/sap-skills
Production-ready SAP BTP implementation guidance based on official SAP documentation. Quick Links: - Official Guide: [https://github.com/SAP-docs/btp-best-practices-guide](https://github.com/SAP-docs/btp-best-practices-guide) - SAP Help Portal: [https://help.sap.com/docs/btp/btp-administrators-guide](https://help.sap.com/docs/btp/btp-administrators-guide) Table of Contents - [Platform Fundamentals](platform-fundamentals) - [Account Model Setup](account-model-setup) - [Security and Authen...
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15119 rangebar-eval-metrics terrylica/cc-skills
Machine-readable reference + computation scripts for state-of-the-art metrics evaluating range bar (price-based sampling) data. Quick Start ``` Compute metrics from predictions + actuals python scripts/compute_metrics.py --predictions preds.npy --actuals actuals.npy --timestamps ts.npy Generate full evaluation report python scripts/generate_report.py --results folds.jsonl --output report.md ``` Metric Tiers | Primary (5) | Research decisions | weekly_sharpe, hit_rate, cumulative_pnl,...
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15120 resume-optimization melodic-software/claude-code-plugins
Resume Optimization Comprehensive guidance for creating effective software engineering resumes that pass ATS systems and resonate with hiring managers. When to Use This Skill Reviewing or improving a software engineer's resume Crafting impactful achievement bullets from work experience Optimizing resume content for ATS keyword matching Tailoring a resume for a specific job description Understanding modern resume structure and formatting Core Principles The Resume's Purpose A resume is a marke...
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15121 github-actions-2025 josiahsiegel/claude-plugin-marketplace
GitHub Actions 2025 Features 1 vCPU Linux Runners (October 2025 - Public Preview) What: New lightweight runners optimized for automation tasks with lower cost. Specs: 1 vCPU 5 GB RAM 15-minute job limit Optimized for short-running tasks When to Use 1 vCPU Runners Ideal for: Issue triage automation Label management PR comment automation Status checks Lightweight scripts Git operations (checkout, tag, commit) Notification tasks NOT suitable for: Build operations Test suites Complex CI/CD pi...
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15122 memory-lifecycle basicmachines-co/basic-memory-skills
Memory Lifecycle Manage how entities move through status stages in Basic Memory. The core principle: archive, never delete. Completed work is valuable context — move it out of the active view, but keep it in the knowledge graph. When to Use User says something is "done", "finished", "completed", "submitted", "missed", or "cancelled" Moving entities between status folders (active → archive, pipeline → active, etc.) Reverting a mistaken completion Periodic cleanup of stale active items Core Princi...
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15123 chanjing-tts chanjing-ai/chan-skills
Chanjing TTS When to Use This Skill Use this skill when the user needs to generate audio from text. Chanjing TTS supports: both Chinese and English multiple system voices adjustment of speech speed sentence-level timestamp in result How to Use This Skill Multiple APIs need to be invoked. All share the domain: " https://open-api.chanjing.cc ". All requests communicate using json. You should use utf-8 to encode and decode text throughout this task. Obtain an access_token , which is required for al...
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15124 vueuse-motion-skilld harlan-zw/vue-ecosystem-skills
vueuse/motion @vueuse/motion Vue Composables putting your components in motion Version: 3.0.3 (Mar 2025) Deps: @vueuse/core@^13.0.0, @vueuse/shared@^13.0.0, defu@^6.1.4, framesync@^6.1.2, popmotion@^11.0.5, style-value-types@^5.1.2 Tags: beta: 2.0.0-beta.29 (May 2023), latest: 3.0.3 (Mar 2025) References: Docs — API reference, guides API Changes This section documents version-specific API changes — prioritize recent major/minor releases. BREAKING: ESM-only — @vueuse/motion v3.0.0 dropped CommonJ...
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15125 baseproject-update autumnsgrove/groveengine
BaseProject Update Skill When to Activate Activate this skill when: Updating an existing BaseProject installation to latest Syncing skills or AgentUsage docs with upstream User says "update baseproject", "sync baseproject", or invokes /baseproject-update Refreshing project templates after upstream changes Prerequisites Project already has BaseProject installed ( .claude/skills/ and/or AgentUsage/ exist) Git repository is clean (commit or stash changes first) Update Workflow Execute these steps i...
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15126 gguf-quantization orchestra-research/ai-research-skills
GGUF - Quantization Format for llama.cpp The GGUF (GPT-Generated Unified Format) is the standard file format for llama.cpp, enabling efficient inference on CPUs, Apple Silicon, and GPUs with flexible quantization options. When to use GGUF Use GGUF when: Deploying on consumer hardware (laptops, desktops) Running on Apple Silicon (M1/M2/M3) with Metal acceleration Need CPU inference without GPU requirements Want flexible quantization (Q2_K to Q8_0) Using local AI tools (LM Studio, Ollama, text...
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15127 llm-router jamesrochabrun/skills
LLM Router Overview Route AI requests to different LLM providers using SwiftOpenAI-CLI's agent mode. This skill automatically configures the CLI to use the requested provider (OpenAI, Grok, Groq, DeepSeek, or OpenRouter), ensures the tool is installed and up-to-date, and executes one-shot agentic tasks. Core Workflow When a user requests to use a specific LLM provider (e.g., "use grok to explain quantum computing"), follow this workflow: Step 1: Ensure SwiftOpenAI-CLI is Ready Check if Swif...
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15128 python-workspace terrylica/cc-skills
Seamless MQL5 indicator translation to Python with autonomous validation and self-correction. When to Use This Skill Use this skill when the user wants to: - Export market data or indicator values from MetaTrader 5 - Translate MQL5 indicators to Python implementations - Validate Python indicator accuracy against MQL5 reference - Understand MQL5-Python workflow capabilities and limitations - Troubleshoot common translation issues Activation Phrases: "MQL5", "MetaTrader", "indicator trans...
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15129 n8n-patterns mindmorass/reflex
n8n Workflow Patterns Build robust workflow automations with n8n - the open-source workflow automation tool. Overview n8n is a self-hostable workflow automation platform that connects apps and services. Key features: Visual workflow builder with 400+ integrations Self-hosted or cloud deployment Code nodes for custom logic (JavaScript/Python) Webhook triggers for real-time automation Sub-workflows for modular design Core Concepts Workflow Structure ┌─────────────┐ ┌─────────────┐ ┌─────...
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15130 nemo-guardrails orchestra-research/ai-research-skills
NeMo Guardrails - Programmable Safety for LLMs Quick start NeMo Guardrails adds programmable safety rails to LLM applications at runtime. Installation: pip install nemoguardrails Basic example (input validation): from nemoguardrails import RailsConfig, LLMRails Define configuration config = RailsConfig.from_content(""" define user ask about illegal activity "How do I hack" "How to break into" "illegal ways to" define bot refuse illegal request "I cannot help with illegal activit...
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15131 prior-auth-review-skill anthropics/healthcare
Prior Authorization Review Skill Overview This skill automates the payer review process for prior authorization (PA) requests. It processes clinical documentation, validates medical necessity against coverage policies, and generates authorization decisions with supporting rationale. Target Users: Health insurance payer organizations (Medicare Advantage, Commercial, Medicaid MCOs) Value Proposition: Reduce PA review time from 30-60 minutes to under 5 minutes. Enable auto-approval for 40-60% of...
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15132 bee-collect autumnsgrove/groveengine
Bee Collect 🐝 The bee buzzes from flower to flower through the meadow, gathering what the others have bloomed. Each idea, each task, each thought—collected, examined, and stored with care. The bee doesn't build the honeycomb (that's not its job). It collects the pollen, ensures it's properly catalogued, and deposits it in the hive where it can be found when needed. When the workers arrive, they know exactly which cell holds what they need. When to Activate User provides a batch of TODOs, tasks, ...
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15133 developer-growth-analysis davepoon/buildwithclaude
Developer Growth Analysis This skill provides personalized feedback on your recent coding work by analyzing your Claude Code chat interactions and identifying patterns that reveal strengths and areas for growth. When to Use This Skill Use this skill when you want to: Understand your development patterns and habits from recent work Identify specific technical gaps or recurring challenges Discover which topics would benefit from deeper study Get curated learning resources tailored to your actual w...
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15134 hig-components-status raintree-technology/apple-hig-skills
Apple HIG: Status Components Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered. Key Principles Show progress for operations longer than a second or two. Determinate when duration/percentage is known. A filling progress bar gives users a clear sense of remaining work. Use for downloads, uploads, or any measurable process. Indeterminate when duration is unknown. A spinner communicates work is happening without p...
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15135 tmux hkuds/nanobot
tmux Session Control Control tmux sessions by sending keystrokes and reading output. Essential for managing Claude Code sessions. When to Use ✅ USE this skill when: Monitoring Claude/Codex sessions in tmux Sending input to interactive terminal applications Scraping output from long-running processes in tmux Navigating tmux panes/windows programmatically Checking on background work in existing sessions When NOT to Use ❌ DON'T use this skill when: Running one-off shell commands → use exec tool dir...
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15136 implement-plan-preflight terrylica/cc-skills
Execute the Preflight phase of the `/itp:go` workflow. Creates ADR and Design Spec artifacts with proper cross-linking and verification. When to Use This Skill - Invoked by `/itp:go` command during Preflight phase - User asks to create an ADR for a feature - User mentions "design spec" or "MADR format" - Manual preflight verification needed Preflight Workflow Overview ``` P.1: Create Feature Branch (if -b flag) │ ▼ P.2: Create ADR File (MADR 4.0) │ ▼ ...
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15137 acli-jira arjunmahishi/dotfiles
Purpose Use this skill when you need to interact with Jira: reading tickets, creating new work items, updating existing ones, searching with JQL, transitioning status, assigning, commenting, or browsing projects. acli jira provides full Jira Cloud management from the CLI. When to use what acli jira workitem view : View a specific ticket by key. Use to read ticket details, description, status, assignee, etc. acli jira workitem search : Find tickets using JQL queries. Use for any search, filtering...
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15138 tmux connorads/dotfiles
tmux Session Control Control tmux sessions by sending keystrokes and reading output. Essential for managing Claude Code sessions. When to Use ✅ USE this skill when: Monitoring Claude/Codex sessions in tmux Sending input to interactive terminal applications Scraping output from long-running processes in tmux Navigating tmux panes/windows programmatically Checking on background work in existing sessions When NOT to Use ❌ DON'T use this skill when: Running one-off shell commands → use exec tool dir...
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15139 evolve miles990/self-evolving-agent
/evolve — Goal-Driven Compounding Loop Measure what's wrong. Fix the worst thing. Measure again. Compound. Always-on autonomous loop over /rpi . Work selection order: Harvested .agents/rpi/next-work.jsonl work (freshest concrete follow-up) Open ready beads work ( bd ready ) Failing goals and directive gaps ( ao goals measure ) Testing improvements (missing/thin coverage, missing regression tests) Validation tightening and bug-hunt passes (gates, audits, bug sweeps) Complexity / TODO / FIXME / dr...
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15140 dust-temporal dust-tt/dust
Creating Temporal Workflows This skill guides you through creating Temporal workflows for durable background processing. Quick Reference Files Structure (per queue) temporal/your_queue/ ├── config.ts Queue name and version ├── helpers.ts Workflow ID generators ├── activities.ts Activity implementations (DB, API calls) ├── workflows.ts Workflow orchestration ├── worker.ts Worker setup └── client.ts Workflow launcher functions Key Concepts Wor...
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15141 storybook-args-controls thebushidocollective/han
Storybook - Args and Controls Configure interactive controls and args to make stories dynamic and explorable, allowing designers and developers to test component variations in real-time. Key Concepts Args Args are inputs to components that Storybook tracks and makes interactive: export const Primary: Story = { args: { label: 'Button', primary: true, size: 'medium', onClick: () => alert('clicked'), }, }; ArgTypes ArgTypes define metadata about args, including control typ...
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15142 find-skills openstatushq/openstatus
Find Skills This skill helps you discover and install skills from the open agent skills ecosystem. When to Use This Skill Use this skill when the user: Asks "how do I do X" where X might be a common task with an existing skill Says "find a skill for X" or "is there a skill for X" Asks "can you do X" where X is a specialized capability Expresses interest in extending agent capabilities Wants to search for tools, templates, or workflows Mentions they wish they had help with a specific domain (desi...
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15143 dingtalk_channel_connect agentscope-ai/copaw
钉钉 Channel 自动连接（可视浏览器） 此 skill 用于通过可视浏览器自动化完成钉钉应用创建与 CoPaw channel 绑定。 强制规则 必须使用可视浏览器模式启动： { "action" : "start" , "headed" : true } 遇到登录关卡必须暂停： 若页面出现登录界面（如 登录 、扫码登录、手机号/密码登录），立即停止自动操作。 明确提示用户先手动登录，再等待用户回复“登录好了/继续”。 未收到用户确认前，不得继续执行后续步骤。 任何应用配置变更都必须新建版本并发布后才生效： 配置完机器人相关信息后 一定要发布机器人 不论是新建应用还是修改应用信息（名称、描述、图标、机器人配置等），最终都 必须执行“创建新版本 + 发布” 。 若未完成发布，不得宣称配置已生效。 执行前显著确认（必须先做） 在开始自动化点击前，先向用户发起一次“配置确认”，明确告知可自定义项、图片规范、默认值。建议使用如下结构化确认： 让用户可自定义以下字段： 应用名称 应用描述 机器人图标图片链接或本地路径 机器人消息预览图链接或本地路径 明确告知图片规范（显著提示）： 机器人图...
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15144 vercel-composition-patterns connorads/dotfiles
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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15145 llamaguard orchestra-research/ai-research-skills
LlamaGuard - AI Content Moderation Quick start LlamaGuard is a 7-8B parameter model specialized for content safety classification. Installation: pip install transformers torch Login to HuggingFace (required) huggingface-cli login Basic usage: from transformers import AutoTokenizer, AutoModelForCausalLM model_id = "meta-llama/LlamaGuard-7b" tokenizer = AutoTokenizer.from_pretrained(model_id) model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto") def moderate(chat): ...
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15146 cloudflare-manager secondsky/claude-skills
Cloudflare Manager Comprehensive Cloudflare service management skill that enables deployment and configuration of Workers, KV Storage, R2 buckets, Pages, DNS records, and routing. Automatically validates API credentials, extracts deployment URLs, and provides actionable error messages. Initial Setup Before using this skill for the first time: Install Dependencies cd ~/.claude/skills/cloudflare-manager bun install Configure API Key Create a .env file in your project root: CLOUDFLARE_API_KEY = you...
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15147 pair programming ruvnet/claude-flow
Pair Programming Collaborative AI pair programming with intelligent role management, real-time quality monitoring, and comprehensive development workflows. What This Skill Does This skill provides professional pair programming capabilities with AI assistance, supporting multiple collaboration modes, continuous verification, and integrated testing. It manages driver$navigator roles, performs real-time code review, tracks quality metrics, and ensures high standards through truth-score verification...
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15148 ember-best-practices nullvoxpopuli/agent-skills
Ember.js Best Practices Comprehensive performance optimization and accessibility guide for Ember.js applications. Contains 58 rules across 10 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Writing new Ember components or routes Implementing data fetching with WarpDrive Reviewing code for performance issues Refactoring existing Ember.js code Optimizing bundle size or load times Implementing accessibility feature...
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15149 vercel-analytics-setup andrelandgraf/fullstackrecipes
Vercel Web Analytics To set up Vercel Web Analytics, refer to the fullstackrecipes MCP server resource: Resource URI: recipe://fullstackrecipes.com/vercel-analytics-setup If the MCP server is not configured, fetch the recipe directly: curl -H "Accept: text/plain" https://fullstackrecipes.com/api/recipes/vercel-analytics-setup
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15150 zhy-wechat-writing zhylq/yuan-skills
微信公众号写作系统 Purpose 根据用户提供的主题（可选参考URL），自动完成公众号文章写作全流程：多来源检索与证据池整理、初稿生成、自审润色、参考资料整理，并可选自动配图与保存到公众号草稿箱（不提交发布）。 When to Use 用户请求"写一篇关于XXX的公众号文章" 用户请求"生成公众号文章，主题是XXX" 用户需要完整的公众号文章创作流程 用户希望"写完后自动配图"或"写完后发到公众号草稿箱" Prerequisites 执行前需要确认： 用户已提供文章主题（ topic ） 如有参考文章 URL，可一并提供（ urls ） 若 topic 为纯中文且未提供 slug ，建议补充英文/拼音 kebab-case 目录名；否则会使用 ASCII 降级方案 Workflow 按照以下步骤顺序执行（产物默认落盘到 articles/<slug>/... ，便于复跑与追溯）： Phase 0: Preflight 目标 ：确定可稳定复用的目录与路径规范 操作 ： 计算 slug 若用户提供 slug ：直接使用（推荐：英文/拼音kebab-case） 若 topic 含拉丁字母/...
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