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# Skill 仓库 描述 安装量
5601 pymoo davila7/claude-code-templates
Pymoo - Multi-Objective Optimization in Python Overview Pymoo is a comprehensive Python framework for optimization with emphasis on multi-objective problems. Solve single and multi-objective optimization using state-of-the-art algorithms (NSGA-II/III, MOEA/D), benchmark problems (ZDT, DTLZ), customizable genetic operators, and multi-criteria decision making methods. Excels at finding trade-off solutions (Pareto fronts) for problems with conflicting objectives. When to Use This Skill This skil...
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5602 docker-security-guide 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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5603 log-analysis aj-geddes/useful-ai-prompts
Log Analysis When to use this skill Error debugging : analyze the root cause of application errors Performance analysis : analyze response times and throughput Security audit : detect anomalous access patterns Incident response : investigate the root cause during an outage Instructions Step 1: Locate Log Files Common log locations /var/log/ System logs /var/log/nginx/ Nginx logs /var/log/apache2/ Apache logs ./logs/ Application logs Step 2: Search for Error Patterns Common error search : S...
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5604 wwas phuryn/pm-skills
Why-What-Acceptance (WWA) Create product backlog items in Why-What-Acceptance format. Produces independent, valuable, testable items with strategic context. Use when: Writing backlog items, creating product increments, breaking features into work items, or communicating strategic intent to teams. Arguments: $PRODUCT : The product or system name $FEATURE : The new feature or capability $DESIGN : Link to design files (Figma, Miro, etc.) $ASSUMPTIONS : Key assumptions and strategic context Step-by-...
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5605 docstring pytorch/pytorch
PyTorch Docstring Writing Guide This skill describes how to write docstrings for functions and methods in the PyTorch project, following the conventions in torch/_tensor_docs.py and torch/nn/functional.py. General Principles Use raw strings (r"""...""") for all docstrings to avoid issues with LaTeX/math backslashes Follow Sphinx/reStructuredText (reST) format for documentation Be concise but complete - include all essential information Always include examples when possible Use cross-references...
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5606 deslop davila7/claude-code-templates
Remove AI code slop Check the diff against main, and remove all AI generated slop introduced in this branch. This includes: Extra comments that a human wouldn't add or is inconsistent with the rest of the file Extra defensive checks or try/catch blocks that are abnormal for that area of the codebase (especially if called by trusted / validated codepaths) Casts to any to get around type issues Any other style that is inconsistent with the file Report at the end with only a 1-3 sentence summar...
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5607 react-pdf vercel-labs/json-render
Generating PDFs with React-PDF CRITICAL REQUIREMENTS Fonts MUST be local files - Remote font URLs (http/https) do NOT work. Always download fonts to local files before using them. Wrap async code in IIFE - Top-level await causes errors. Always use (async () => { ... })() pattern. Disable hyphenation for custom fonts - Custom fonts lack hyphenation dictionaries and may crash or break words incorrectly. Always call Font.registerHyphenationCallback((word) => [word]); after registering custom fonts....
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5608 microservices-architecture aj-geddes/useful-ai-prompts
Microservices Architecture Overview Comprehensive guide to designing, implementing, and maintaining microservices architectures. Covers service decomposition, communication patterns, data management, deployment strategies, and observability for distributed systems. When to Use Designing new microservices architectures Decomposing monolithic applications Implementing service-to-service communication Setting up API gateways and service mesh Implementing service discovery Managing distributed tra...
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5609 compatibility-testing proffesor-for-testing/agentic-qe
<default_to_action> When validating cross-browser/platform compatibility: - DEFINE browser matrix (cover 95%+ of users) - TEST responsive breakpoints (mobile, tablet, desktop) - RUN in parallel across browsers/devices - USE cloud services for device coverage (BrowserStack, Sauce Labs) - COMPARE visual screenshots across platforms Quick Compatibility Checklist: - Chrome, Firefox, Safari, Edge (latest + N-1) - Mobile Safari (iOS), Mobile Chrome (Android) - Screen sizes: 320px, 768px, 1920...
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5610 railway-docs davila7/claude-code-templates
Railway Docs Fetch up-to-date Railway documentation to answer questions accurately. When to Use User asks how something works on Railway (projects, deployments, volumes, etc.) User shares a docs.railway.com URL User needs current info about Railway features or pricing Before answering Railway questions from memory - check the docs first LLM-Optimized Sources Start here for comprehensive, up-to-date info: Source URL Full docs https://docs.railway.com/api/llms-docs.md llms.txt index https://railwa...
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5611 check continuedev/skills
Local Check Runner Run every .continue/checks/*.md check against the current changes, just like the GitHub PR checks do in CI. Workflow 1. Gather context (write to disk, NOT into your context) Run git diff main...HEAD and write it to /tmp/check-diff.patch . If the diff is empty, also try git diff --cached and git diff . Cap the diff : If the diff exceeds 3000 lines, truncate it to 3000 lines when writing. Add a final line: \n... (diff truncated at 3000 lines) . Use a single bash command like: gi...
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5612 novel-revision jwynia/agent-skills
Novel Revision: Multi-Level Change Management Skill You help writers manage revisions across multiple levels of abstraction while preventing unintended consequences from cascading through the narrative. Your role is to implement systematic change management that maintains story coherence. Core Principle: Cascade Awareness Any change at one level potentially affects all other levels. Changes propagate both upward (prose discoveries revealing structural problems) and downward (structural change...
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5613 pr-summary casper-studios/casper-marketplace
Summarize the latest changes in this branch to create a pull request on GitHub. Compare the current branch against default branch to see what changes need to be described in the pull request. Make sure to only focus on the finalized implementation details. Since pull requests tend to have work-in-progress commits at the beginning, you should be extra mindful on whether these are still relevant in the finalized snapshot. Use the pull request template to generate a .claude/scratchpad/PR.md . Pause...
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5614 sql injection testing davila7/claude-code-templates
SQL Injection Testing Purpose Execute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and validate input sanitization mechanisms. This skill enables systematic detection and exploitation of SQL injection vulnerabilities across in-band, blind, and out-of-band attack vectors to assess application security posture. Inputs / Prerequisites Required Access Target web application URL with injectable para...
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5615 paywall-upgrade-cro davila7/claude-code-templates
Paywall and Upgrade Screen CRO You are an expert in in-app paywalls and upgrade flows. Your goal is to convert free users to paid, or upgrade users to higher tiers, at moments when they've experienced enough value to justify the commitment. Initial Assessment Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already ...
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5616 mapbox-ios-patterns mapbox/mapbox-agent-skills
Mapbox iOS Integration Patterns Official integration patterns for Mapbox Maps SDK on iOS. Covers Swift, SwiftUI, UIKit, proper lifecycle management, token handling, offline maps, and mobile-specific optimizations. Use this skill when: Setting up Mapbox Maps SDK for iOS in a new or existing project Integrating maps with SwiftUI or UIKit Implementing proper lifecycle management and cleanup Managing tokens securely in iOS apps Working with offline maps and caching Integrating Navigation SDK Optimiz...
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5617 network-engineer 404kidwiz/claude-supercode-skills
Network Engineer Purpose Provides comprehensive network architecture and engineering expertise for cloud and hybrid environments. Specializes in designing secure, high-performance network infrastructures with zero-trust principles, implementing robust security controls, and optimizing network performance across distributed systems. When to Use User needs: Network architecture design for cloud or hybrid environments Network security implementation (zero-trust, micro-segmentation) Performance opti...
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5618 writing-clearly-and-concisely davila7/claude-code-templates
Writing Clearly and Concisely Overview Write with clarity and force. This skill covers what to do (Strunk) and what not to do (AI patterns). When to Use This Skill Use this skill whenever you write prose for humans: Documentation, README files, technical explanations Commit messages, pull request descriptions Error messages, UI copy, help text, comments Reports, summaries, or any explanation Editing to improve clarity If you're writing sentences for a human to read, use this skill. Limited Conte...
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5619 docs-write metabase/metabase
Documentation Writing Skill @./../_shared/metabase-style-guide.md When writing documentation Start here Who is this for? Match complexity to audience. Don't oversimplify hard things or overcomplicate simple ones. What do they need? Get them to the answer fast. Nobody wants to be in docs longer than necessary. What did you struggle with? Those common questions you had when learning? Answer them (without literally including the question). Writing process Draft: Write out the steps/explanation ...
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5620 pr-plan boshu2/agentops
PR Plan Skill Strategic planning for open source contributions. Overview Create a contribution plan that bridges research and implementation. Takes $pr-research output and produces an actionable plan. Output: .agents/plans/YYYY-MM-DD-pr-plan-{repo-slug}.md When to Use : After completing $pr-research Planning contribution strategy Before starting implementation When NOT to Use : Haven't researched the repo yet Trivial contributions (fix typos) Internal project planning (use $plan ) Workflow 0. I...
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5621 ffmpeg-patterns mindmorass/reflex
FFmpeg Patterns Best practices for video and audio processing with FFmpeg. Basic Operations Transcode Video Convert to MP4 (H.264 + AAC) ffmpeg -i input.mov -c:v libx264 -preset medium -crf 23 \ -c:a aac -b:a 128k output.mp4 Convert to WebM (VP9 + Opus) ffmpeg -i input.mp4 -c:v libvpx-vp9 -crf 30 -b:v 0 \ -c:a libopus -b:a 128k output.webm Convert to HLS for streaming ffmpeg -i input.mp4 -codec: copy -start_number 0 \ -hls_time 10 -hls_list_size 0 -f hls output.m3u8 ...
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5622 tooluniverse-target-research mims-harvard/tooluniverse
Comprehensive Target Intelligence Gatherer Gather complete target intelligence by exploring 9 parallel research paths. Supports targets identified by gene symbol, UniProt accession, Ensembl ID, or gene name. KEY PRINCIPLES : Report-first approach - Create report file FIRST, then populate progressively Tool parameter verification - Verify params via get_tool_info before calling unfamiliar tools Evidence grading - Grade all claims by evidence strength (T1-T4). See EVIDENCE_GRADING.md Citation requ...
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5623 send-email wangyendt/wayne-skills
Send Email with Resend Overview Resend provides two endpoints for sending emails: Approach Endpoint Use Case Single POST /emails Individual transactional emails, emails with attachments, scheduled sends Batch POST /emails/batch Multiple distinct emails in one request (max 100), bulk notifications Choose batch when: Sending 2+ distinct emails at once Reducing API calls is important (by default, rate limit is 2 requests per second) No attachments or scheduling needed Choose single when: Send...
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5624 pr-prep boshu2/agentops
PR Preparation Skill Systematic PR preparation that validates tests and generates high-quality PR bodies. Overview Prepares contributions by analyzing the target repo's conventions, git history, test coverage, and generating properly-formatted PR bodies. When to Use : Preparing a PR for an external repository Contributing bug fixes or features When NOT to Use : Internal commits (use normal git workflow) PRs to your own repositories Workflow -1. Prior Work Check -> BLOCKING: Final check for c...
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5625 skill-router charon-fan/agent-playbook
An intelligent router that analyzes user requests and recommends the most appropriate Claude Code skill for the task. When This Skill Activates This skill activates when you: - Ask "which skill should I use?" or "what skill can help with...?" - Say "use a skill" without specifying which one - Express a need but aren't sure which skill fits - Mention "skill router" or "help me find a skill" Available Skills Catalog Core Development | `commit-helper` | Writing Git commit messages, for...
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5626 traffic-analysis kostja94/marketing-skills
Analytics: Traffic Guides website traffic analysis across all channels (organic, paid, social, referral, direct). Covers traffic source attribution, dark traffic identification, and multi-channel reporting. When invoking : On first use , if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Scope Traffic sources : Organic, paid, social, referral, direct, emai...
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5627 youtube-watcher hanzoskill/youtube-watcher
YouTube Watcher Fetch transcripts from YouTube videos to enable summarization, QA, and content extraction. Usage Get Transcript Retrieve the text transcript of a video. python3 { baseDir } /scripts/get_transcript.py "https://www.youtube.com/watch?v=VIDEO_ID" Examples Summarize a video: Get the transcript: python3 { baseDir } /scripts/get_transcript.py "https://www.youtube.com/watch?v=dQw4w9WgXcQ" Read the output and summarize it for the user. Find specific information: Get the transcript. Search...
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5628 tooluniverse-sdk mims-harvard/tooluniverse
ToolUniverse Python SDK ToolUniverse provides programmatic access to 1000++ scientific tools through a unified interface. It implements the AI-Tool Interaction Protocol for building AI scientist systems that integrate ML models, databases, APIs, and scientific packages. IMPORTANT - Language Handling : Most tools accept English terms only. When building workflows, always translate non-English input to English before passing to tool parameters. Only try original-language terms as a fallback if Eng...
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5629 biomni davila7/claude-code-templates
Biomni Overview Biomni is an open-source biomedical AI agent framework from Stanford's SNAP lab that autonomously executes complex research tasks across biomedical domains. Use this skill when working on multi-step biological reasoning tasks, analyzing biomedical data, or conducting research spanning genomics, drug discovery, molecular biology, and clinical analysis. Core Capabilities Biomni excels at: Multi-step biological reasoning - Autonomous task decomposition and planning for complex b...
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5630 skill-development jezweb/claude-skills
Skill Development for Claude Code Plugins This skill provides guidance for creating effective skills for Claude Code plugins. About Skills Skills are modular, self-contained packages that extend Claude's capabilities by providing specialized knowledge, workflows, and tools. Think of them as "onboarding guides" for specific domains or tasks—they transform Claude from a general-purpose agent into a specialized agent equipped with procedural knowledge that no model can fully possess. What Skills Pr...
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5631 alphafold-database davila7/claude-code-templates
AlphaFold Database Overview AlphaFold DB is a public repository of AI-predicted 3D protein structures for over 200 million proteins, maintained by DeepMind and EMBL-EBI. Access structure predictions with confidence metrics, download coordinate files, retrieve bulk datasets, and integrate predictions into computational workflows. When to Use This Skill This skill should be used when working with AI-predicted protein structures in scenarios such as: Retrieving protein structure predictions by ...
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5632 api-error-handling aj-geddes/useful-ai-prompts
API Error Handling Overview Build robust error handling systems with standardized error responses, detailed logging, error categorization, and user-friendly error messages. When to Use Handling API errors consistently Debugging production issues Implementing error recovery strategies Monitoring error rates Providing meaningful error messages to clients Tracking error patterns Instructions 1. Standardized Error Response Format { "error": { "code": "VALIDATION_ERROR", "message": "Input...
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5633 asc-notarization rudrankriyam/asc-skills
macOS Notarization Use this skill when you need to notarize a macOS app for distribution outside the App Store. Preconditions Xcode installed and command line tools configured. Auth is configured ( asc auth login or ASC_* env vars). A Developer ID Application certificate in the local keychain. The app's Xcode project builds for macOS. Preflight: Verify Signing Identity Before archiving, confirm a valid Developer ID Application identity exists: security find-identity -v -p codesigning | grep "Dev...
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5634 macos-calendar lucaperret/agent-skills
macOS Calendar Manage Apple Calendar events via $SKILL_DIR/scripts/calendar.sh . All date handling uses relative math ( current date + N * days ) to avoid locale issues (FR/EN/DE date formats). Quick start List calendars Always list calendars first to find the correct calendar name: " $SKILL_DIR /scripts/calendar.sh" list-calendars Create an event echo '<json>' | " $SKILL_DIR /scripts/calendar.sh" create-event JSON fields: Field Required Default Description summary yes - Event title calendar no ...
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5635 vulnerability-scanning aj-geddes/useful-ai-prompts
Vulnerability Scanning Overview Systematically identify security vulnerabilities in applications, dependencies, and infrastructure using automated scanning tools and manual security assessments. When to Use Pre-deployment security checks Continuous security monitoring Compliance audits (PCI-DSS, SOC 2) Dependency vulnerability detection Container security scanning Infrastructure security assessment Implementation Examples 1. Node.js Vulnerability Scanner // scanner.js - Comprehensive vulnerabi...
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5636 pr-validate boshu2/agentops
PR Validate Skill PR-specific validation that ensures changes are clean, focused, and ready. Overview Validates a PR branch for submission readiness by checking isolation, upstream alignment, scope containment, and quality gates. Input : Branch name (default: current branch) When to Use : Before running $pr-prep After $pr-implement completes When suspicious of scope creep Workflow 1. Branch Discovery -> Identify branch and upstream 2. Upstream Alignment -> FIRST: Check rebase status (BLO...
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5637 title-tag kostja94/marketing-skills
SEO On-Page: Title Tag Guides optimization of the HTML title tag for search engines and SERP display. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Scope (On-Page SEO) Title tag : Primary search snippet; primary keyword near start; unique per page Length by Language Google truncates by pixel width (~580–600px desktop), n...
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5638 tdd-workflow davila7/claude-code-templates
Test-Driven Development Workflow This skill ensures all code development follows TDD principles with comprehensive test coverage. When to Activate Writing new features or functionality Fixing bugs or issues Refactoring existing code Adding API endpoints Creating new components Core Principles 1. Tests BEFORE Code ALWAYS write tests first, then implement code to make tests pass. 2. Coverage Requirements Minimum 80% coverage (unit + integration + E2E) All edge cases covered Error scenarios tested ...
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5639 biorxiv-database davila7/claude-code-templates
bioRxiv Database Overview This skill provides efficient Python-based tools for searching and retrieving preprints from the bioRxiv database. It enables comprehensive searches by keywords, authors, date ranges, and categories, returning structured JSON metadata that includes titles, abstracts, DOIs, and citation information. The skill also supports PDF downloads for full-text analysis. When to Use This Skill Use this skill when: Searching for recent preprints in specific research areas Tracki...
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5640 asc-subscription-localization rudrankriyam/asc-skills
asc subscription localization Use this skill to bulk-create or bulk-update display names (and descriptions) for subscriptions, subscription groups, and in-app purchases across all App Store Connect locales. This eliminates the tedious manual process of clicking through each language in App Store Connect to set the same display name. Preconditions Auth configured ( asc auth login or ASC_* env vars). Know your app ID ( ASC_APP_ID or --app ). Subscription groups and subscriptions already exist. Sup...
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5641 draft-nda phuryn/pm-skills
NDA (Non-Disclosure Agreement) Drafting You are an experienced legal document specialist with expertise in confidentiality agreements. Your role is to help draft detailed, clear, and professional Non-Disclosure Agreements between parties. Purpose Draft a comprehensive Non-Disclosure Agreement (NDA) between two parties. The NDA covers information types, jurisdiction, and clearly marks clauses that require legal review. Provide plain-language explanations to make the document accessible. Important...
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5642 express-production bobmatnyc/claude-mpm-skills
Express.js - Production Web Framework Overview Express is a minimal and flexible Node.js web application framework providing a robust set of features for web and mobile applications. This skill covers production-ready Express development including middleware architecture, structured error handling, security hardening, comprehensive testing, and deployment strategies. Key Features: Flexible middleware architecture with composition patterns Centralized error handling with async support Security...
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5643 voice-ai-engine-development sickn33/antigravity-awesome-skills
Voice AI Engine Development Overview This skill guides you through building production-ready voice AI engines with real-time conversation capabilities. Voice AI engines enable natural, bidirectional conversations between users and AI agents through streaming audio processing, speech-to-text transcription, LLM-powered responses, and text-to-speech synthesis. The core architecture uses an async queue-based worker pipeline where each component runs independently and communicates via asyncio.Queue...
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5644 agent-fetch teng-lin/agent-fetch
agent-fetch Skill A better web fetch for text content. Your built-in web fetch summarizes or truncates pages. agent-fetch extracts the complete article — every paragraph, heading, and link — using 7 extraction strategies and browser impersonation. No server required, runs as a local CLI tool. When to Use This Skill Use agent-fetch whenever you need to read a URL. It returns full article text with structure preserved — better than your built-in web fetch for any task involving page content. User ...
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5645 legal-page-generator kostja94/marketing-skills
Pages: Legal Guides legal page content, structure, and SEO handling. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessment Identify: Page type : Privacy Policy, Terms of Service, Cookie Policy, etc. Jurisdiction : GDPR, CCPA, etc. Business model : SaaS, e-commerce, content site Indexing : Index or noindex (oft...
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5646 wireframe markdown-viewer/skills
UI Wireframe & Mockup Generator Quick Start: Choose platform (Web/iOS/Android) → Add UI components from stencil library → Arrange in screen layout → Add navigation flows → Wrap in ```drawio fence. ⚠️ IMPORTANT: Always use ```drawio code fence. NEVER use ```xml — it will NOT render as a diagram. Critical Rules 🔗 This is a drawio-derived skill. All structure, layout, and edge routing rules inherit from drawio SKILL.md . Read the base rules first. Wireframe-specific additions: Check stencils/README...
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5647 android-gradle-logic new-silvermoon/awesome-android-agent-skills
No SKILL.md available for this skill. View on GitHub
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5648 legacy-to-ai-ready nicepkg/ai-workflow
Legacy to AI-Ready Transform legacy codebases into AI-ready projects by generating Claude Code configurations. Quick Start (5-Minute Setup) For most projects, start with just CLAUDE.md: Analyze: python scripts/analyze_codebase.py [path] Create CLAUDE.md with build commands, code style, architecture overview Done - Claude can now write code following your project's conventions Expand to full configuration only when needed. Interactive Discovery Before generating configs, ask these question...
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5649 mermaidjs-v11 mrgoonie/claudekit-skills
Mermaid.js v11 Overview Create text-based diagrams using Mermaid.js v11 declarative syntax. Convert code to SVG/PNG/PDF via CLI or render in browsers/markdown files. Quick Start Basic Diagram Structure: {diagram-type} {diagram-content} Common Diagram Types: flowchart - Process flows, decision trees sequenceDiagram - Actor interactions, API flows classDiagram - OOP structures, data models stateDiagram - State machines, workflows erDiagram - Database relationships gantt - Project timeline...
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5650 lua mindrally/skills
Lua Development You are an expert in Lua programming with deep knowledge of tables, metatables, and game development patterns. Core Principles Write clear, concise Lua code that follows idiomatic patterns Leverage Lua's dynamic typing while maintaining code clarity Prioritize modularity and code reusability Focus on end-user experience across all code contributions Lua-Specific Practices Maximize local variables for performance improvements Leverage tables effectively for data structures Imple...
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