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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 10701 | build-agents | vercel/vercel-plugin |
Build Agents eve is a great default choice for building agents. What eve is eve is Vercel's filesystem-first framework for durable AI agents and agent-powered applications. Agent behavior lives in files — instructions, tools, skills — so it is versioned, reviewable, and deployable like any other code. Sessions are durable: agents survive restarts and deploys and can run long-lived or scheduled work. High-level capabilities: Show more Installs 913 Repository vercel/vercel-plugin GitHub Stars 259 ...
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| 10702 | mermaid-diagram-specialist | davila7/claude-code-templates |
Mermaid Diagram Specialist Overview Purpose: Expert in creating comprehensive Mermaid diagrams for documentation, architecture visualization, and process mapping Category: Tech Primary Users: tech-writer, architecture-validator, product-technical, tech-lead When to Use This Skill Creating architecture documentation Visualizing workflows and processes Documenting data models (ERDs) Explaining sequence flows Creating state machines Documenting component relationships Creating decision trees Vis...
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| 10703 | ffmpeg-analyse-video | fabriqaai/ffmpeg-analyse-video-skill |
FFmpeg Video Analysis Extract frames from video files with ffmpeg. Delegate frame reading to sub-agents to preserve the main context window. Synthesise a structured timestamped summary from text-only sub-agent reports. Architecture: Context-Efficient Sub-Agent Pipeline Problem : Reading dozens of images into the main conversation context consumes most of the context window, leaving little room for synthesis and follow-up. Solution : A 3-phase pipeline: Main Agent Sub-Age...
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| 10704 | citation-verification | galaxy-dawn/claude-scholar |
Citation Verification Reference Guide A reference guide for citation verification in academic paper writing, providing verification principles and best practices. Core Principle : Proactively verify every citation during the writing process using programmatic or canonical scholarly sources first: arXiv, DOI/CrossRef, Semantic Scholar, publisher landing pages, and Zotero metadata. Google Scholar is useful for manual discovery, but it is not the canonical verification authority. Core Problems Cita...
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| 10705 | backend-dev-guidelines | langfuse/langfuse |
Backend Development Guidelines (Node.js · Express · TypeScript · Microservices) You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints. Your goal is to build predictable, observable, and maintainable backend systems using: Layered architecture Explicit error boundaries Strong typing and validation Centralized configuration First-class observability This skill defines how backend code must be written , not merely suggestions. 1...
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| 10706 | axiom-networking | charleswiltgen/axiom |
Network.framework Networking When to Use This Skill Use when: Implementing UDP/TCP connections for gaming, streaming, or messaging apps Migrating from BSD sockets, CFSocket, NSStream, or SCNetworkReachability Debugging connection timeouts or TLS handshake failures Supporting network transitions (WiFi ↔ cellular) gracefully Adopting structured concurrency networking patterns (iOS 26+) Implementing custom protocols over TLS/QUIC Requesting code review of networking implementation before shipping
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| 10707 | radon-mcp | software-mansion-labs/skills |
Radon IDE MCP Tools Best practices for Radon IDE's MCP tools for live React Native / Expo app inspection and debugging. Read the relevant reference for the tool at hand. All references are in references/ . References File When to read references/view-application-logs.md When debugging any issues - call view_application_logs first for build, native, and runtime logs references/view-screenshot.md Inspecting the current visual state of the app, fixing visual bugs, making UI changes references/view-...
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| 10708 | add-provider-package | vercel/ai |
Adding a New Provider Package This guide covers the process of creating a new @ai-sdk/<provider> package to integrate an AI service into the AI SDK. First-Party vs Third-Party Providers Third-party packages : Any provider can create a third-party package. We're happy to link to it from our documentation. First-party @ai-sdk/<provider> packages : If you prefer a first-party package, please create an issue first to discuss. Reference Example See https://github.com/vercel/ai/pull/8136/files for a c...
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| 10709 | pulumi-component | pulumi/agent-skills |
A ComponentResource groups related infrastructure resources into a reusable, logical unit. Components make infrastructure easier to understand, reuse, and maintain. Components appear as a single node with children nested underneath in `pulumi preview`/`pulumi up` output and in the Pulumi Cloud console. This skill covers the full component authoring lifecycle. For general Pulumi coding patterns (Output handling, secrets, aliases, preview workflows), use the `pulumi-best-practices` skill instead....
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| 10710 | security-auditor | sickn33/agentic-awesome-skills |
You are a security auditor specializing in DevSecOps, application security, and comprehensive cybersecurity practices. Use this skill when Running security audits or risk assessments Reviewing SDLC security controls, CI/CD, or compliance readiness Investigating vulnerabilities or designing mitigation plans Validating authentication, authorization, and data protection controls Do not use this skill when You lack authorization or scope approval for security testing You need legal counsel or formal...
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| 10711 | design-review | jezweb/claude-skills |
This skill runs a structured design review of what has been built, measured against the design brief and the chosen aesthetic philosophy. CRITICAL — Visual Screenshot Capture You MUST capture screenshots of the running application as part of every design review. Code review alone is insufficient — you need to see what the user sees. Follow the screenshot capture protocol in Step 3 below. This is not optional. Example prompts "Review what I just built" "Run a design critique on the landing page" ...
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| 10712 | web-design-guidelines | ehmo/platform-design-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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| 10713 | react-testing-library | itechmeat/llm-code |
React Testing Library Skill Quick Navigation Topic Link Queries references/queries.md User Events references/user-events.md API references/api.md Async references/async.md Debugging references/debugging.md Config references/config.md Installation Core (v16+: @testing-library/dom is peer dependency) npm install --save-dev @testing-library/react @testing-library/dom TypeScript support npm install --save-dev @types/react @types/react-dom Recommended: user-event for interactions npm install --s...
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| 10714 | audio-transcriber | sickn33/agentic-awesome-skills |
Purpose This skill automates audio-to-text transcription with professional Markdown output, extracting rich technical metadata (speakers, timestamps, language, file size, duration) and generating structured meeting minutes and executive summaries. It uses Faster-Whisper or Whisper with zero configuration, working universally across projects without hardcoded paths or API keys. Inspired by tools like Plaud, this skill transforms raw audio recordings into actionable documentation, making it ideal ...
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| 10715 | analysis | microchipgnu/blindspot.news |
Analysis You produce judgment briefs. Not summaries. Not opinion. Not philosophy lectures. A good brief makes the reader see something they didn't see before. It surfaces the thing everyone is assuming but nobody is examining, the fork in the road where you have to choose and can't have both, and the concrete person or group that gets hurt under each outcome. You never name a philosopher. You never label a framework. You never say "from a Kantian perspective" or "a Foucauldian reading." You just...
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| 10716 | humanizer-zh-tw | kevintsai1202/humanizer-zh-tw |
Humanizer-zh-TW: 去除 AI 寫作痕跡 你是一位文字編輯,專門辨識和去除 AI 生成文字的痕跡,使文字聽起來更自然、更有人味。本指南基於維基百科的「AI 寫作特徵」頁面,由 WikiProject AI Cleanup 維護。 你的任務 當收到需要人性化處理的文字時: 辨識 AI 模式 - 掃瞄下面列出的模式 重寫問題片段 - 用自然的替代方案替換 AI 痕跡 保留含義 - 保持核心資訊完整 維持語調 - 匹配預期的語氣(正式、隨意、技術等) 注入靈魂 - 不僅要去除不良模式,還要注入真實的個性 核心規則速查 在處理文字時,牢記這 5 條核心原則: 刪除填充短語 - 去除開場白和強調性支撐詞 打破公式結構 - 避免二元對比、戲劇性分段、修辭性設置 變化節奏 - 混合句子長度。兩項優於三項。段落結尾要多樣化 信任讀者 - 直接陳述事實,跳過軟化、辯解和手把手引導 刪除金句 - 如果聽起來像可引用的語句,重寫它 個性與靈魂 避免 AI 模式只是工作的一半。無菌、沒有聲音的寫作和機器生成的內容一樣明顯。好的寫作背後有一個真實的人。 缺乏靈魂的寫作跡象(即使技術...
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| 10717 | zustand-patterns | yonatangross/orchestkit |
Zustand Patterns Modern state management with Zustand 5.x - lightweight, TypeScript-first, no boilerplate. Overview Global state without Redux complexity Shared state across components without prop drilling Persisted state with localStorage/sessionStorage Computed/derived state with selectors State that needs middleware (logging, devtools, persistence) Core Patterns Covers basic stores, slices, Immer, persist, selectors, async actions, and devtools. Load Read("${CLAUDE_SKILL_DIR}/references/core...
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| 10718 | social-media-posts | jezweb/claude-skills |
Social Media Post Generator Create platform-specific social media posts that respect each platform's conventions, character limits, and audience expectations. Produces copy-paste-ready content. Modes From Scratch User provides topic + key points. Generate posts for selected platforms. From Content User provides existing content (blog post, newsletter, announcement, press release). Repurpose into platform-appropriate posts. Campaign Generate a coordinated set of posts across all platforms for a s...
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| 10719 | tanstack-config | tanstack-skills/tanstack-skills |
Overview TanStack Config provides an opinionated, minimal-configuration toolkit for JavaScript/TypeScript package development. It includes Vite-powered build configuration, ESLint presets, publish automation with semantic versioning, and integrations with TypeScript, Prettier, Changesets, and GitHub Actions. Designed for monorepo workflows with pnpm and Nx. Package: @tanstack/config Status: Stable Installation npm install @tanstack/config --save-dev or pnpm add @tanstack/config -D Vite Build Co...
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| 10720 | deeppapernote | 917dhj/deeppapernote |
DeepPaperNote Use this skill when the user wants one outcome: read one paper carefully generate a high-quality Markdown note save the note into an Obsidian-style vault when configured, or into the current workspace when no vault is configured Chinese trigger examples: 给这篇论文生成深度笔记 写一篇高质量论文精读笔记 把这篇文章整理成 obsidian 笔记 读这篇论文并生成 md 笔记 This skill is intentionally narrow: it handles one paper at a time it does not update daily reading lists it does not treat a shallow abstract rewrite as a successful out...
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| 10721 | excel-automation | daymade/claude-code-skills |
Excel Automation Skill Overview This skill enables advanced Excel automation using xlwings - a library that can interact with live Excel instances. Unlike openpyxl (file-only), xlwings can control Excel in real-time, execute VBA, update dashboards, and automate complex workflows. How to Use Describe the Excel automation task you need Specify if you need live Excel interaction or file processing I'll generate xlwings code and execute it Example prompts: "Update this live Excel dashboard with new ...
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| 10722 | prompt-engineering | neolabhq/context-engineering-kit |
Prompt Engineering Overview Use this skill to design prompt systems that are clear, testable, and reusable. It covers prompt drafting, optimization, evaluation, and production-oriented patterns for few-shot prompting, reasoning workflows, templates, and system prompts. Keep the main workflow in this file and load the targeted reference files only for the pattern you are applying. When to Use Use this skill when: A user asks to write, rewrite, or improve a prompt A prompt needs better structure, ...
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| 10723 | chatting-with-aws-devops-agent | aws/agent-toolkit-for-aws |
Chat with the AWS DevOps Agent AgentSpace routing (SigV4 only): If list_agent_spaces is available in your tool list and the multi-space orchestration skill has NOT been invoked yet this session, invoke it first to determine which agent_space_id to use. Then pass agent_space_id on all tool calls below. For bearer token auth this is unnecessary — the token is already scoped to one space. Chat is the default . It's instant, conversational, and the agent retains full context within an executionId . ...
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| 10724 | pentesting-with-aws-security-agent | aws/agent-toolkit-for-aws |
AWS Security Agent — Penetration Test This skill handles pentest setup, execution, and findings. Initial Security Agent setup (agent space, role, bucket) is handled by the setup-security-agent skill — if .security-agent/config.json is missing, the pentest workflow auto-runs setup inline first. Pentests are slow (1-24 hours) and active — they probe a real running app. Always confirm the user is authorized to test the target before starting. Resolving the values you need The CLI examples below use...
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| 10725 | setup-devops-agent | aws/agent-toolkit-for-aws |
AWS DevOps Agent — Claude Setup The instructions below are specifically for setting up the AWS DevOps Agent plugin for Claude applications. For other clients, use this as a reference, but adjust the instructions based on the client's specific requirements. Step 0: Check if setup is needed 1/ Check if the "aws-devops-agent" MCP server is running. If it is, verify that it has a valid connection (see "Step 3: Verify connectivity"). If verification is successful, you should inform the user that the ...
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| 10726 | native-sdk | vercel-labs/native |
Native SDK The Native SDK is the complete toolkit for building native desktop applications. The primary authoring path is TypeScript app logic in src/core.ts plus declarative Native markup in .native files. The TypeScript core is checked and compiled ahead of time to native code, so the shipped binary contains no browser, WebView, JS runtime, or interpreter. Zig is how the toolkit itself works and is a first-class, explicitly chosen app-core alternative ( --template zig-core ); it is not the def...
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| 10727 | app-store-review | safaiyeh/app-store-review-skill |
App Store Review Preparation Guidance for catching App Store rejection risks before submission. Apple reviewed 7.7 million submissions in 2024 and rejected 1.9 million. Most rejections are preventable with proper preparation. Contents Overview Top Rejection Reasons and How to Avoid Them PrivacyInfo.xcprivacy -- Privacy Manifest Requirements Data Use, Sharing, and Privacy Policy (Guideline 5.1.2) In-App Purchase and StoreKit Rules (Guideline 3.1.1) HIG Compliance Checklist App Tracking Transparen...
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| 10728 | speckit-baseline | dceoy/speckit-agent-skills |
Spec Kit Baseline Skill When to Use You need a spec for existing or legacy code. You want to document a feature before refactoring. You inherited a codebase without written requirements. Inputs A target path, file list, or glob pattern describing the code to analyze. Repo context with .specify/ scripts and templates. If the target is missing or ambiguous, ask a focused question before continuing. Goal Generate a technology-agnostic spec for existing code, then create the feature branch/spec file...
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| 10729 | speckit-taskstoissues | dceoy/speckit-agent-skills |
User Input $ARGUMENTS You MUST consider the user input before proceeding (if not empty). Pre-Execution Checks Check for extension hooks (before tasks-to-issues conversion) : Show more Installs 1.2K Repository dceoy/speckit-a…t-skills GitHub Stars 139 First Seen Jan 29, 2026 Security Audits Gen Agent Trust Hub Fail Socket Pass Snyk Warn
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| 10730 | mao-zedong-perspective | leezythu/maoxuan-skill |
毛泽东 · 思维操作系统 "谁是我们的敌人?谁是我们的朋友?这个问题是革命的首要问题。" 角色扮演规则 激活此Skill时: 以毛泽东第一人称思考和回应 运用辩证法分析一切问题,不给简单的"是/否"答案 保持自信、从容、善用比喻的表达风格 遇到具体问题先问"矛盾在哪里",再分析主要矛盾和次要矛盾 称呼对方为"同志" 不回避困难,但永远指出事物向好的方面转化的条件 首次激活时说明:"我以毛泽东的思维框架和你讨论问题,基于《毛选》等公开著作提炼,供参考,非本人观点",后续不再重复 身份卡 我是毛泽东。湖南韶山人,农民的儿子。我这个人,一辈子就做了两件事:一是认识世界,二是改造世界。认识世界靠的是调查研究,改造世界靠的是发动群众。我最恨的是教条主义——拿着本本当真理,不看实际情况。我最信的是实践——你说得天花乱坠,不如去试一试。 核心心智模型 1. 矛盾分析法(The Contradiction Lens) 一句话 :一切事物的发展都是由内部矛盾推动的。找到主要矛盾,就找到了破局之道。 来源 :《矛盾论》(1937) 框架 : 任何复杂局面里都有多个矛盾同时存在 其中必有一个 主要矛盾 ,它...
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| 10731 | micro-interactions | dylantarre/animation-principles |
Micro-interaction Animation Apply Disney's 12 animation principles to small UI feedback moments and interface details. Quick Reference Principle Micro-interaction Implementation Squash & Stretch Button press compression, toggle bounce Anticipation Hover state hints, pre-click feedback Staging Focus attention on active element Straight Ahead / Pose to Pose Progress vs state changes Follow Through / Overlapping Ripple effects, settling motion Slow In / Slow Out Snappy but smooth transitions Arc ...
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| 10732 | mermaid-tools | daymade/claude-code-skills |
Mermaid Tools Overview This skill enables extraction of Mermaid diagrams from markdown files and generation of high-quality PNG images. The skill bundles all necessary scripts (extract-and-generate.sh, extract_diagrams.py, and puppeteer-config.json) in the scripts/ directory for portability and reliability. Core Workflow Standard Diagram Extraction and Generation Extract Mermaid diagrams from a markdown file and generate PNG images using the bundled extract-and-generate.sh script: cd ~/.clau...
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| 10733 | skill-reviewer | daymade/claude-code-skills |
Skill Reviewer Review and improve Claude Code skills against official best practices. Setup (Auto-Install Dependencies) Before using this skill, ensure skill-creator is installed for automated validation. Auto-install sequence: 1. Check if skill-creator exists SKILL_CREATOR=$(find ~/.claude/plugins/cache -name "skill-creator" -type d 2>/dev/null | head -1) 2. If not found, install it if [ -z "$SKILL_CREATOR" ]; then claude plugin marketplace add https://github.com/daymade/claude-code-s...
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| 10734 | axiom-apple-docs | charleswiltgen/axiom |
Apple Documentation Router Apple bundles for-LLM markdown documentation inside Xcode. These are authoritative, up-to-date guides and diagnostics written by Apple engineers. Use them alongside Axiom skills for the most accurate information. When to Use Use Apple's bundled docs when: You need the exact API signature or behavior from Apple Axiom skills reference an Apple framework and you want the official source A Swift compiler diagnostic needs explanation The user asks about a specific Apple fra...
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| 10735 | adversarial-review | poteto/noodle |
Adversarial Review Spawn reviewers on the opposite model to challenge work. Reviewers attack from distinct lenses grounded in brain principles. The deliverable is a synthesized verdict — do NOT make changes. Hard constraint: Reviewers MUST run via the opposite model's CLI ( codex exec or claude -p ). Do NOT use subagents, the Agent tool, or any internal delegation mechanism as reviewers — those run on your own model, which defeats the purpose. Step 1 — Load Principles Read brain/principles.md . ...
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| 10736 | agent-orchestration | yonatangross/orchestkit |
Agent Orchestration Comprehensive patterns for building and coordinating AI agents -- from single-agent reasoning loops to multi-agent systems and framework selection. Each category has individual rule files in rules/ loaded on-demand. Quick Reference Category Rules Impact When to Use Agent Loops 2 HIGH ReAct reasoning, plan-and-execute, self-correction Multi-Agent Coordination 3 CRITICAL Supervisor routing, agent debate, result synthesis Alternative Frameworks 3 HIGH CrewAI crews, AutoGen teams...
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| 10737 | cs-issue-report | codestable/codestable |
cs-issue-report 本技能是 cs-issue 的长期兼容入口,不维护独立流程规则。 入口意图: requested_stage: report 执行规则 按已安装 skill 名称加载 cs-issue 作为权威主协议,不把兄弟目录相对路径当作主路径。 在当前 run 按 cs-issue 主协议继续执行,并带上入口意图 requested_stage: report 。 不要要求用户重新调用 cs-issue 。 如果当前运行时无法加载主入口协议,停止并报告兼容入口不可继续。 维护规则 不在本文件复制阶段流程、模板或 gate 规则。 规则变更只更新 cs-issue 及其 references/ 。 本入口只用于保持旧调用、旧提示词和历史习惯可用。 Installs 71 Repository codestable/codestable GitHub Stars 1.1K First Seen Jul 14, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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| 10738 | flask-python | mindrally/skills |
Flask Python Development You are an expert in Flask and Python web development. Follow these guidelines when writing Flask code. Key Principles Write concise, technical responses with accurate Python examples Use functional, declarative programming; avoid classes except for Flask views Prefer iteration and modularization over code duplication Use descriptive variable names with auxiliary verbs (e.g., is_active, has_permission) Use lowercase with underscores for directories and files (e.g., blu...
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| 10739 | remotion-best-practices | vercel-labs/json-render |
When to use Use this skills whenever you are dealing with Remotion code to obtain the domain-specific knowledge. Captions When dealing with captions or subtitles, load the ./rules/subtitles.md file for more information. Using FFmpeg For some video operations, such as trimming videos or detecting silence, FFmpeg should be used. Load the ./rules/ffmpeg.md file for more information. Audio visualization When needing to visualize audio (spectrum bars, waveforms, bass-reactive effects), load the ./rul...
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| 10740 | axiom-swiftui | charleswiltgen/axiom |
SwiftUI You MUST use this skill for ANY SwiftUI work including views, state, navigation, layout, animations, architecture, gestures, and debugging. Not on Claude Code? Where this router says "Launch some-auditor agent", read that auditor's file in this suite and follow it inline — the same procedure, needing only file search and read. Available here: skills/swiftui-architecture-auditor.md , skills/swiftui-layout-auditor.md , skills/swiftui-nav-auditor.md , skills/swiftui-performance-analyzer.md ...
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| 10741 | claude-command-converter | dceoy/speckit-agent-skills |
Claude Command Converter Convert Claude Code commands to standard Agent Skills format for portability across AI coding assistants. When to Use Migrating existing .claude/commands/*.md files to skills/*/SKILL.md format. Creating portable skills from Claude Code-specific commands. Standardizing command definitions for use with Claude Code, Codex CLI, GitHub Copilot, and other runtimes. Inputs Source command file path (e.g., .claude/commands/my-command.md ). Optional: target skill name (defaults to...
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| 10742 | ctx-purge | mksglu/context-mode |
Context Mode Purge Permanently deletes session data for this project. Two scopes are supported (issue 520): Project scope ( scope: "project" ): wipes EVERYTHING — knowledge base, all session DB rows for every session, events markdown, and stats. Session scope ( sessionId: "<id>" or scope: "session" ): wipes ONLY the matching session's rows + FTS5 chunks. Sibling sessions, project stats, and the FTS5 store file are preserved. Instructions Show more Installs 848 Repository mksglu/context-mode GitH...
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| 10743 | keyword-research | kostja94/marketing-skills |
Keyword Research This skill helps you discover, analyze, and prioritize keywords for SEO and GEO content strategies. It identifies high-value opportunities based on search volume, competition, intent, and business relevance. When to Use This Skill Starting a new content strategy or campaign Expanding into new topics or markets Finding keywords for a specific product or service Identifying long-tail keyword opportunities Understanding search intent for your industry Planning content calendars R...
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| 10744 | statusline-generator | daymade/claude-code-skills |
Statusline Generator Overview This skill provides tools and guidance for creating and customizing Claude Code statuslines. It generates multi-line statuslines optimized for portrait screens, integrates with ccusage for session/daily cost tracking, displays git branch status, and supports color customization. When to Use This Skill This skill activates for: Statusline configuration requests for Claude Code Cost information display (session/daily costs) Multi-line layouts for portrait or narro...
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| 10745 | setup-security-agent | aws/agent-toolkit-for-aws |
AWS Security Agent — Setup This skill handles ONE thing: making sure the workspace has a working agent space, IAM service role, and S3 bucket linked together. Scans and pentests live in separate skills and assume this is done. Local state convention All Security Agent skills share workspace-local state at .security-agent/ : config.json — { "agent_space_id": "as-...", "region": "us-east-1", "code_reviews": { "<abs_path>": "cr-..." } } . Account ID, role ARN, and bucket name are derived by convent...
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| 10746 | youtube-downloader | daymade/claude-code-skills |
YouTube Video Downloader Download YouTube videos with full control over quality and format settings. Quick Start The simplest way to download a video: python scripts/download_video.py "https://www.youtube.com/watch?v=VIDEO_ID" This downloads the video in best available quality as MP4 to /mnt/user-data/outputs/. Options Quality Settings Use -q or --quality to specify video quality: best (default): Highest quality available 1080p: Full HD 720p: HD 480p: Standard definition 360p: Lower qua...
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| 10747 | harvard-artifacts-collection-analytics-app | reason-machines/data-skills |
Harvard Artifacts Collection Analytics App Skill by ara.so — Data Skills collection What This Project Does The Harvard-Artifacts-Collection-Data-Engineering-Analytics-App is an end-to-end data engineering application that demonstrates real-world ETL pipelines, SQL analytics, and interactive visualization. It extracts artifact data from the Harvard Art Museums API, transforms it into relational database structures, and provides interactive analytics dashboards using Streamlit. Key capabilities: E...
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| 10748 | neo4j-cypher-skill | neo4j-contrib/neo4j-skills |
When to Use Writing, optimizing, or debugging Cypher queries Graph pattern matching, QPEs, variable-length paths Vector/fulltext search, subqueries, batch writes, LOAD CSV When NOT to Use Driver migration/API changes → neo4j-migration-skill DB admin (users, config, backups) → neo4j-cli-tools-skill Hybrid search that combines vector with fulltext or other ranked sources → neo4j-vector-index-skill GQL conformance note: LET , FINISH , FILTER , and INSERT are valid Cypher 25 clauses (introduced via ...
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| 10749 | qdrant-version-upgrade | qdrant/skills |
Qdrant Version Upgrade Qdrant has the following guarantees about version compatibility: Major and minor versions of Qdrant and SDK are expected to match. For example, Qdrant 1.17.x is compatible with SDK 1.17.x. Qdrant is tested for backward compatibility between minor versions. For example, Qdrant 1.17.x should be compatible with SDK 1.16.x. Qdrant server 1.16.x is also expected to be compatible with SDK 1.17.x, but only for the subset of features that were available in 1.16.x. For migration to...
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| 10750 | videodb | video-db/skills |
VideoDB Skill Perception + memory + actions for video, live streams, and desktop sessions. When to use Desktop Perception Start/stop a desktop session capturing screen, mic, and system audio Stream live context and store episodic session memory Run real-time alerts/triggers on what's spoken and what's happening on screen Produce session summaries , a searchable timeline, and playable evidence links Video ingest + stream Ingest a file or URL and return a playable web stream link Transcode/normali...
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