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# Skill 仓库 描述 安装量
19651 ar-filter-generation eachlabs/skills
AR Filter Generation Generate creative AR filters and face effects using each::sense. This skill creates images and videos for AR filter concepts, face tracking effects, and social media face filters for platforms like Instagram, Snapchat, and TikTok. Features Face Filters : Animal ears, noses, whiskers, and character overlays Beauty Effects : Skin smoothing, contouring, and enhancement filters Makeup AR : Virtual lipstick, eyeshadow, blush, and full makeup looks Accessories : Sunglasses, hats, ...
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19652 claw-multi-agent zcyynl/claw-multi-agent
claw-multi-agent 🐝 Replace one AI with a team of AIs. Turn serial into parallel. Turn hours into minutes. What can it do? Scenario Example Speedup Parallel research Search 5 frameworks simultaneously, each writes a report ~65% ⚡ Multi-model compare Ask Claude, Gemini, Kimi the same question at the same time ~50% ⚡ Code pipeline Plan → Code → Review, auto hand-off in sequence Quality ↑ Batch processing Translate / analyze / summarize multiple docs in parallel Scales linearly ⚡ Get started in 30 s...
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19653 ai-ml-integration miles990/claude-software-skills
AI/ML Integration Overview Integrating AI and machine learning capabilities into applications, including LLM APIs, embeddings, and RAG patterns. LLM Integration OpenAI API import OpenAI from 'openai' ; const openai = new OpenAI ( { apiKey : process . env . OPENAI_API_KEY , } ) ; // Chat completion async function chat ( messages : Array < { role : string ; content : string } > ) { const response = await openai . chat . completions . create ( { model : 'gpt-4o' , messages , temperature : 0.7 , max...
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19654 root-cause-tracing nickcrew/claude-ctx-plugin
Root Cause Tracing Overview Bugs often manifest deep in the call stack (git init in wrong directory, file created in wrong location, database opened with wrong path). Your instinct is to fix where the error appears, but that's treating a symptom. Core principle: Trace backward through the call chain until you find the original trigger, then fix at the source. When to Use Use when: Error happens deep in execution (not at entry point) Stack trace shows long call chain Unclear where invalid data or...
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19655 dev-terminal parkerhancock/dev-terminal
Dev Terminal Skill Terminal automation that maintains PTY sessions across script executions. Run TUI applications, send keystrokes, capture screen output, and debug terminal apps - all with persistent state. Setup Start the server in a background terminal: cd dev-terminal && npm install && ./server.sh & Wait for the Ready message before running scripts. Headed Mode (Optional) For visual debugging, start with browser UI: cd dev-terminal && ./server.sh --headed & This opens a browser wi...
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19656 unity-skills besty0728/unity-skills
Unity Skills Use this skill when the user wants to automate the Unity Editor through the local UnitySkills REST server. Current package snapshot: 512 REST skills 14 advisory design modules Unity maintenance baseline: 2022.3+ Default request timeout: 15 minutes Core Rules When the user mentions a specific Unity version, route first: import unity_skills unity_skills . set_unity_version ( "2022.3" ) When the task touches 2+ objects, prefer *_batch skills instead of looping single-item skills. When ...
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19657 sobriety-tools-guardian erichowens/some_claude_skills
Sobriety Tools Guardian Mission : Keep sobriety.tools fast enough to save lives. A fentanyl addict in crisis has seconds, not minutes. The app must load instantly, work offline, and surface help before they ask. Why Performance Is Life-or-Death CRISIS TIMELINE: 0-30 seconds: User opens app in distress 30-60 seconds: Looking for sponsor number or meeting 60-120 seconds: Decision point - call someone or use 2+ minutes: If still searching, may give up EVERY SECOND OF LOAD TIME = LIVES AT RISK C...
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19658 installing-tigris-storage tigrisdata/skills
Tigris Storage is a high-performance object storage system for multi-cloud environments. This skill covers installation and configuration. Quick Setup 1. Install the Package ``` npm install @tigrisdata/storage or yarn add @tigrisdata/storage ``` 2. Create Account Resources - Create Tigris account: [https://storage.new](https://storage.new) - Create bucket: [https://console.tigris.dev/createbucket](https://console.tigris.dev/createbucket) - Create access key: [https://console.tigris.d...
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19659 password-strength-analyzer jeremylongshore/claude-code-plugins-plus-skills
Password Strength Analyzer Purpose This skill provides automated assistance for password strength analyzer tasks within the Security Fundamentals domain. When to Use This skill activates automatically when you: Mention "password strength analyzer" in your request Ask about password strength analyzer patterns or best practices Need help with essential security skills covering authentication, input validation, secure coding practices, and basic vulnerability detection. Capabilities Provides step-b...
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19660 linkedin-announcement-generator nicepkg/ai-workflow
LinkedIn Announcement Generator Overview This skill automates the creation of professional LinkedIn announcements for intelligent textbooks. It analyzes book metrics from the docs/learning-graph/ directory, gathers statistics about chapters, concepts, and educational resources, and generates engaging announcement text with relevant hashtags and links to the published site. The announcements are designed to highlight the scope and completeness of the textbook, showcase its educational features, a...
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19661 content-humanizer oakoss/agent-skills
Content Humanizer Overview Content humanizer transforms AI-generated prose into writing that reads as natural and intentional. It covers sentence rhythm, tone calibration, audience adaptation, and systematic removal of patterns that signal machine authorship. Applies to blog posts, marketing copy, email campaigns, narrative documentation, and any long-form prose. When to use: Polishing AI-drafted blog posts, adapting marketing copy for a specific brand voice, improving readability of narrative d...
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19662 magento-magewire-specialist maxnorm/magento2-agent-skills
Magento 2 Magewire Specialist Expert specialist in creating dynamic, reactive Magento 2 interfaces using Magewire's Laravel Livewire-inspired component system. When to Use Building reactive components Creating real-time interfaces Implementing server-side rendering Building interactive UI without complex JavaScript Working with Magewire components Magewire Framework Component Architecture Component Design : Expert in Magewire component design and lifecycle Reactive Programming : Implement reacti...
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19663 data-enrichment merit-systems/agentcash-skills
Data Enrichment with x402 APIs STOP — Read before making any API call. enrichx402.com endpoints are not the same as each provider's native API. All paths use the format https://enrichx402.com/api/{provider}/{action} . You MUST either: Copy exact URLs from the Quick Reference table below, OR Run x402.discover_api_endpoints(url="https://enrichx402.com") to get the correct paths Guessing paths will fail with 405 errors (wrong path) or 404 errors (missing /api/ prefix). Use the x402scan MCP tools to...
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19664 luau-type-expert dig1t/skills
Luau Type Expert Expert guidance for writing type-safe, clean Luau code that passes strict type checking. Type Modes Always use --!strict at file top. Three modes exist: Mode Behavior --!nocheck Disables type checking entirely --!nonstrict Unknown types become any (default) --!strict Full type tracking, catches mismatches Type Annotation Syntax --!strict -- Variables local count : number = 0 local name : string = "Player" local active : boolean = true -- Functions local function add ( a : number...
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19665 ssrf-testing ed1s0nz/cyberstrikeai
SSRF服务器端请求伪造测试 概述 SSRF(Server-Side Request Forgery)是一种利用服务器发起请求的漏洞,可以访问内网资源、进行端口扫描或绕过防火墙。本技能提供SSRF漏洞的检测、利用和防护方法。 漏洞原理 应用程序接受URL参数并请求该URL,攻击者可以控制请求的目标,导致: 内网资源访问 本地文件读取 端口扫描 绕过防火墙 云服务元数据访问 测试方法 1. 识别SSRF输入点 常见功能: URL预览/截图 文件上传(远程URL) Webhook回调 API代理 数据导入 图片处理 PDF生成 2. 基础检测 测试本地回环: http://127.0.0.1 http://localhost http://0.0.0.0 http://[::1] 测试内网IP: http://192.168.1.1 http://10.0.0.1 http://172.16.0.1 测试文件协议: file:///etc/passwd file:///C:/Windows/System32/drivers/etc/hosts 3. 绕过技术 IP地址编码: 127.0.0...
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19666 ai-tech-fulltext-fetch tiangong-ai/skills
AI Tech Fulltext Fetch Core Goal Reuse the same SQLite database populated by ai-tech-rss-fetch . Fetch article body text from each RSS entry URL. Persist extraction status and text in a companion table ( entry_content ). Support incremental runs and safe retries without creating duplicate fulltext rows. Triggering Conditions Receive a request to fetch article body/full text for entries already in ai_rss.db . Receive a request to build a second-stage pipeline after RSS metadata sync. Need a stabl...
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19667 table-generation lingzhi227/agent-research-skills
Table Generation Convert experimental results into publication-ready LaTeX tables. Input $0 — Table type: comparison , ablation , descriptive , custom $1 — Data source: JSON file, CSV file, or inline data Scripts Generate LaTeX table from JSON/CSV python ~/.claude/skills/table-generation/scripts/results_to_table.py \ --input results.json --type comparison \ --bold-best max --caption "Performance comparison" \ --label tab:main_results Supports: comparison , ablation , descriptive , multi-dataset ...
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19668 smooth-browser circlemind-ai/smooth-sdk
Smooth Browser Smooth CLI is a browser for AI agents to interact with websites, authenticate, scrape data, and perform complex web-based tasks using natural language. Prerequisites Assume the Smooth CLI is already installed. If not, you can install it by running: pip install smooth-py Assume an API key is already configured. If you encounter authentication errors, configure it with: smooth config --api-key < api-key > To verify the configuration: smooth config --show Get an API key at https://ap...
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19669 gsc-assistant nicepkg/ai-workflow
GSC Assistant Skill Purpose This skill helps manage Google Search Console indexing status by maintaining two markdown tracking files: indexed.md - All indexed pages in two tables: "Indexed Public" - URLs confirmed in GSC export data "Indexed With Lag" - URLs confirmed via URL Inspection (not yet in export) to-index.md - Pages awaiting indexing: Difference between sitemap and total indexed URLs Prioritized by categories (configurable) Tracks submission dates When to Use This Skill User asks about...
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19670 db-performance-watchlist patricio0312rev/skills
DB Performance Watchlist Monitor database performance and prevent regressions. Key Performance Metrics // performance-metrics.ts export interface DBMetrics { // Query Performance slowQueries : { threshold : number ; // ms count : number ; queries : SlowQuery [ ] ; } ; // Connection Pool connections : { active : number ; idle : number ; total : number ; maxConnections : number ; utilizationPercent : number ; } ; // Resource Usage resources : { cpuPercent : number ; memoryPercent : number ; diskUs...
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19671 infrastructure-code-synthesis qodex-ai/ai-agent-skills
AWS CDK Development This skill provides comprehensive guidance for developing AWS infrastructure using the Cloud Development Kit (CDK), with integrated MCP servers for accessing latest AWS knowledge and CDK utilities. AWS Documentation Requirement CRITICAL : This skill requires AWS MCP tools for accurate, up-to-date AWS information. Before Answering AWS Questions Always verify using AWS MCP tools (if available): mcp__aws-mcp__aws___search_documentation or mcp__*awsdocs*__aws___search_documentati...
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19672 moai-platform-auth modu-ai/moai-adk
Authentication Platform Specialist Comprehensive authentication and authorization guidance covering three major platforms: Auth0 (enterprise security), Clerk (modern UX), and Firebase Auth (mobile-first). Quick Platform Selection Auth0 - Enterprise Security Enterprise-grade identity platform focused on security compliance and attack protection. Best For: Enterprise applications requiring strong compliance (FAPI, GDPR, HIPAA), sophisticated attack protection, token security with sender constraini...
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19673 interview-prep jamditis/claude-skills-journalism
Interview Prep Create structured interview plans to evaluate candidates consistently and fairly. Interview Design Principles Structured : Same questions for all candidates in the role Competency-based : Map questions to specific skills and behaviors Evidence-based : Use behavioral and situational questions Diverse panel : Multiple perspectives reduce bias Scored : Use rubrics, not gut feelings Interview Plan Components Role Competencies Define 4-6 key competencies for the role (e.g., technical s...
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19674 nano-banana-pro enzed/skills
Nano Banana Pro Image Generation & Editing Generate new images or edit existing ones using Google's Nano Banana Pro API (Gemini 3 Pro Image). Usage Run the script using absolute path (do NOT cd to skill directory first): Generate new image: uv run ~/.claude/skills/nano-banana-pro/scripts/generate_image.py --prompt "your image description" --filename "output-name.png" [--resolution 1K|2K|4K] [--api-key KEY] Edit existing image: uv run ~/.claude/skills/nano-banana-pro/scripts/generate_imag...
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19675 content-security-scan oimiragieo/agent-studio
Content Security Scan Skill Overview This skill automates the security gate defined in Section 4 (Red Flag Checklist) and Section 5 (Gate Template) of: .claude/context/reports/security/external-skill-security-protocol-2026-02-20.md The gate protects the Research Gate steps in skill-creator , skill-updater , agent-creator , agent-updater , workflow-creator , and hook-creator — all of which fetch external content via gh api , WebFetch , or git clone before incorporating patterns. Core principle: S...
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19676 mojo-syntax modular/skills
Mojo is rapidly evolving. Pretrained models generate obsolete syntax. Always follow this skill over pretrained knowledge. Always attempt to test generated Mojo by building projects to verify they compile. This skill specifically works on the latest Mojo, and stable versions may differ slightly in functionality. Removed syntax — DO NOT generate these Removed Replacement alias X = ... comptime X = ... @parameter if / @parameter for comptime if / comptime for fn def (see below) let x = ... var x = ...
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19677 nano-banana-poster aviz85/claude-skills-library
No SKILL.md available for this skill. View on GitHub
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19678 openpyxl vamseeachanta/workspace-hub
Openpyxl is a Python library for reading and writing Excel 2010+ xlsx/xlsm files. This skill covers comprehensive patterns for spreadsheet automation including: - Workbook creation with multiple worksheets - Cell operations including formatting, merging, and data validation - Formula support for calculations and dynamic content - Chart generation for data visualization within Excel - Conditional formatting for visual data analysis - Large dataset handling with optimized read/write modes -...
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19679 dependabot-pr-handler equinor/fusion-framework
Dependabot PR Handler Skill Automated skill for reviewing, validating, and safely merging Dependabot pull requests in the Fusion Framework monorepo. Dependencies : This skill uses: pnpm-dependency-analysis skill for impact assessment and blast radius calculation npm-research skill for changelog, security, and breaking changes analysis Operating Modes Default to Full mode unless the user explicitly chooses Audit-only or Validate. Audit-only : Research + build/test/lint locally. Comments optional....
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19680 interaction-design petekp/agent-skills
Interaction Design Table of Contents Overview When to Use Quick Start Reference Guides Best Practices Overview Interaction design focuses on how users engage with systems, creating intuitive and delightful experiences through feedback and responsiveness. When to Use Designing user flows and touchpoints Creating animations and transitions Defining error and loading states Building microinteractions Improving usability and feedback Mobile interaction patterns Quick Start Minimal working example: C...
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19681 styled-components-helper jeremylongshore/claude-code-plugins-plus-skills
Styled Components Helper Purpose This skill provides automated assistance for styled components helper tasks within the Frontend Development domain. When to Use This skill activates automatically when you: Mention "styled components helper" in your request Ask about styled components helper patterns or best practices Need help with frontend skills covering react, vue, css, accessibility, performance optimization, and modern web development patterns. Capabilities Provides step-by-step guidance fo...
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19682 moai-workflow-tdd modu-ai/moai-adk
Test-Driven Development (TDD) Workflow Development Mode Configuration (CRITICAL) [NOTE] This workflow is selected based on .moai/config/sections/quality.yaml : constitution : development_mode : tdd or ddd When to use this workflow : development_mode: tdd → Use TDD (this workflow, default) development_mode: ddd → Use DDD instead (moai-workflow-ddd) Key distinction : TDD (default): Test-first development for all work, including brownfield projects with pre-RED analysis DDD : Characterization-test...
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19683 dotnet-dockerfile jkappers/agent-skills
.NET Dockerfile Generator Generate production-ready multi-stage Dockerfiles for .NET applications. Workflow Determine .NET version (8, 9, or 10) from project file or ask user Identify project type: ASP.NET Core web app, API, worker service, or console app Locate project file path (e.g., src/MyApp/MyApp.csproj) Choose optimization: standard, chiseled (smaller), or native AOT (smallest/fastest startup) Breaking Change in .NET 10: Ubuntu is now the default Linux distribution for all .NET contain...
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19684 ai-sdk-5 gentleman-programming/gentleman-skills
Breaking Changes from AI SDK 4 // ❌ AI SDK 4 (OLD) import { useChat } from "ai"; const { messages, handleSubmit, input, handleInputChange } = useChat({ api: "/api/chat", }); // ✅ AI SDK 5 (NEW) import { useChat } from "@ai-sdk/react"; import { DefaultChatTransport } from "ai"; const { messages, sendMessage } = useChat({ transport: new DefaultChatTransport({ api: "/api/chat" }), }); Client Setup import { useChat } from "@ai-sdk/react"; import { DefaultChatTransport } from "ai"; import { us...
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19685 generic-feature-developer travisjneuman/.claude
No SKILL.md available for this skill. View on GitHub
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19686 swiftui-accessibility-auditor rgmez/apple-accessibility-skills
SwiftUI Accessibility Auditor Platforms: iOS, iPadOS, macOS UI Framework: SwiftUI Category: Accessibility Output style: Practical audit + prioritized fixes + patch-ready snippets Role You are an Apple Platforms Accessibility Specialist focused on SwiftUI. Your job is to audit SwiftUI code for accessibility issues and propose concrete, minimal changes that improve: VoiceOver / Spoken feedback Dynamic Type & text scaling Focus & keyboard navigation (especially on macOS/iPad) Semantic structure (he...
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19687 outreach membranedev/application-skills
Outreach Outreach is a sales engagement platform that helps sales teams automate and personalize their communication with prospects. It streamlines outreach efforts through email, phone, and social media, allowing sales reps to engage more effectively. Sales development representatives (SDRs) and account executives (AEs) are typical users. Official docs: https://developers.outreach.io/ Outreach Overview Account Sequence SequenceState Mailbox User Opportunity Call Task ContentCategory Snippet Tem...
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19688 robis-design-best-practice ethiopian-cursor-community/robis-design-best-practice
Robi's Design Best Practice Quick Reference Checklist When designing or reviewing UI components: Colors are low saturation (avoid "vibe code" oversaturated colors) Dark mode colors are desaturated or lightened appropriately Text contrast meets WCAG AAA standards No pure black (000000) or pure white (FFFFFF) - use tinted variations All spacing uses 4px multiples Nested border radii follow: inner_radius = outer_radius - padding Icons use consistent weight and style throughout Shadows avoided in da...
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19689 lambda-layer-creator jeremylongshore/claude-code-plugins-plus-skills
Lambda Layer Creator Purpose This skill provides automated assistance for lambda layer creator tasks within the AWS Skills domain. When to Use This skill activates automatically when you: Mention "lambda layer creator" in your request Ask about lambda layer creator patterns or best practices Need help with amazon web services skills covering compute, storage, networking, serverless, and aws-specific best practices. Capabilities Provides step-by-step guidance for lambda layer creator Follows indu...
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19690 add-skill-installer kevintsai1202/add-skill-installer
Add Skill Installer 透過 npx add-skill 從任何 Git 儲存庫安裝 Agent Skills。 支援的 Agents Agent 識別名稱 全域技能目錄 Antigravity antigravity ~/.gemini/antigravity/skills/ Claude Code claude-code ~/.claude/skills/ Cursor cursor .cursor/skills/ Codex codex .codex/skills/ OpenCode opencode .opencode/skills/ GitHub Copilot github-copilot .github/copilot/skills/ Roo Code roo .roo/skills/ CLI 完整用法 Usage: add-skill [options] <source> Install skills onto coding agents Arguments: source Git repo URL, GitHub s...
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19691 astro-cta-injector nicepkg/ai-workflow
Astro CTA Injector Skill Purpose This skill injects Call-to-Action (CTA) blocks into Astro site content. It supports: Multiple CTA types (newsletter, product, custom) Intelligent placement strategies Content-based relevance scoring Batch processing with preview When to Use This Skill User asks to "add CTAs to blog posts" User wants to "inject newsletter signup" into content User mentions "add product promotion" to posts User needs to batch-add any type of content block to posts User wants to "ad...
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19692 youtube-processor nicepkg/ai-workflow
Takes a YouTube URL, extracts the transcript, and you (Claude) summarize it. Outputs Obsidian-ready markdown. Zero friction: share a link, get actionable notes. When to Use - "Summarize this video: [URL]" - "Turn this YouTube into notes" - "What's this video about?" - "Process this for my newsletter" - Any YouTube URL shared for processing Location This skill's tools live at: ``` /Users/eddale/Documents/GitHub/powerhouse-lab/skills/youtube-processor/tools/ ``` How It Works Step 1:...
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19693 crawler gn00678465/crawler-skill
Crawler Skill Converts any URL into clean markdown using a robust 3-tier fallback chain. Quick start uv run scripts/crawl.py --url https://example.com --output reports/example.md Markdown is saved to the file specified by --output . Progress/errors go to stderr . Exit code 0 on success, 1 if all scrapers fail. How it works The script tries each tier in order and returns the first success: Tier Module Requires 1 Firecrawl ( firecrawl_scraper.py ) FIRECRAWL_API_KEY env var (optional; falls back if...
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19694 nix-profile-manager ypares/agent-skills
This skill enables agents to maintain a local Nix profile in a user-provided directory, allowing dynamic installation of tools without requiring system-wide package management or sudo access. Quick Start: Setting Up a Local Profile Users should provide a directory in their `PATH` for the agent to manage, and ensure the `AGENT_PROFILE` env var contains this directory so the agent knows where it is. Then the agent just does: ``` nix profile add --profile "$AGENT_PROFILE" "nixpkgsgit" ``` Th...
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19695 ocr image to markdown hugohe3/ppt-master
OCR 图像识别转 Markdown 本技能允许你“阅读”图片并将内容转换为可编辑的 Markdown 文本。这在提取数据表格、幻灯片内容或文档截图时特别有用,尤其是当无法使用外部 OCR 库时。 使用指南 确认目标图片 : 定位你需要处理的图片文件。 如有需要,使用 list_dir 浏览目录。 查看图片 : 使用 view_file 工具来“看”图片内容。系统允许你直接处理图像数据。 关键 : 你必须对图片路径使用 view_file ,这样你的视觉模型才能消化它。 转录内容 : 基于你所看到的,将文本转录为 Markdown。 表格 : 将视觉看到的表格转换为标准 Markdown 表格 ( | 表头 | ... | )。 标题 : 使用 , 等来标记图片中的标题,保持层级结构。 文本 : 将段落转录为普通文本。 数字 : 仔细核对所有数字,特别是财务报表中的数据。 保存输出 : 使用 write_to_file 将转录的内容写入 .md 文件(例如 ocr_results.md )。 如果处理多张图片,考虑将其追加到同一个文件中,或按逻辑组织。 最佳实践技巧 表格 : 仔细...
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19696 zustand-advanced-patterns thebushidocollective/han
Advanced techniques and patterns for building complex applications with Zustand, including transient updates, optimistic updates, and sophisticated state management strategies. Key Concepts Transient Updates Update state without triggering re-renders: ``` const useStore = create((set) => ({ count: 0, increment: () => set((state) => ({ count: state.count + 1 }), false, 'increment'), })) // Usage: Update without re-rendering useStore.setState({ count: 10 }, true) // replace: true, s...
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19697 writing-plans zenobi-us/dotfiles
Writing Plans Overview Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste. Document everything they need to know: which files to touch for each task, code, testing, docs they might need to check, how to test it. Give them the whole plan as bite-sized tasks. DRY. YAGNI. TDD. Frequent commits. Assume they are a skilled developer, but know almost nothing about our toolset or problem domain. Assume they don't know good test design ...
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19698 cold-email-4-sequence sachacoldiq/coldiq-s-gtm-skills
Cold Email 4-Sequence Framework Standard 4-email sequence framework for cold outreach. Email 1 - Trigger-Based Opening Observation about their situation + one-line case study Soft CTA (question-based) Length: 3-4 sentences BTL, 2-3 sentences ATL Email 2 - Pain/Main KPI Focus Address primary pain point Connect to key metric they care about Email 3 - Someone Else's Responsibilities Delegation ask ("who handles X?") Opens thread to correct person Email 4 - Break-Up Timing question ("Is this not a p...
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19699 mcp-installer aaaaqwq/claude-code-skills
Find, install, and configure MCP servers for OpenCode. 1. Search for MCP Server Check local catalog first (quick check for already-documented MCPs): ``` python3 ~/.config/opencode/skill/mcp-installer/scripts/list_mcps.py ``` If not found locally, search online: - `websearch("MCP server for [capability]")` - `webfetch("https://github.com/modelcontextprotocol/servers")` - Check npm: `@modelcontextprotocol/server-*` - Check the MCP spec repo: [https://github.com/modelcontextprotocol](http...
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19700 backend architecture exceptionless/exceptionless
Backend Architecture Quick Start Run Exceptionless.AppHost from your IDE. Aspire automatically starts all services (Elasticsearch, Redis) with proper ordering. The dashboard opens at the assigned localhost port. dotnet run --project src/Exceptionless.AppHost Use the Aspire MCP for listing resources, viewing logs, and executing commands. Project Layering Exceptionless.Core → Domain logic, services, repositories, validation Exceptionless.Insulation → Infrastructure implementations (Redis, ...
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