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# Skill 仓库 描述 安装量
12351 omnicaptions-convert lattifai/omni-captions-skills
Caption Format Conversion Convert between 30+ caption/caption formats using lattifai-captions. ⚡ YouTube Workflow 1. Transcribe YouTube video directly omnicaptions transcribe "https://youtube.com/watch?v=VIDEO_ID" -o transcript.md 2. Convert to any format omnicaptions convert transcript.md -o output.srt omnicaptions convert transcript.md -o output.ass omnicaptions convert transcript.md -o output.vtt When to Use Converting SRT to VTT, ASS, TTML, etc. Converting Gemini markdown transcript to...
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12352 alicloud-compute-fc-agentrun-test cinience/alicloud-skills
Category: test COMPUTE FC AGENTRUN Smoke Test Prerequisites Configure credentials with least privilege ( ALICLOUD_ACCESS_KEY_ID / ALICLOUD_ACCESS_KEY_SECRET / optional ALICLOUD_REGION_ID ). Target skill: skills/compute/fc/alicloud-compute-fc-agentrun/ . Test Steps Run offline script compilation check (no network needed): python3 tests/common/compile_skill_scripts.py \ --skill-path skills/compute/fc/alicloud-compute-fc-agentrun \ --output output/alicloud-compute-fc-agentrun-test/compile-check.jso...
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12353 design-ui mblode/agent-skills
No SKILL.md available for this skill. View on GitHub
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12354 xpai-doubao-web hunduncn/xpai-doubao-web
XPAI Doubao Web Overview Use this skill to generate images or text from Doubao Web by reusing browser login cookies. It provides a CLI wrapper with prompt files, optional reference images, presets, sessions, and JSON output. Script Directory All scripts are located in the scripts/ subdirectory of this skill. Script reference: scripts/main.ts : CLI entry point (image/text) scripts/doubao-webapi/* : TypeScript client and helpers Consent Check (required before first use) This skill relies on revers...
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12355 alicloud-ai-search-opensearch-test cinience/alicloud-skills
Category: test AI SEARCH OPENSEARCH Smoke Test Prerequisites Configure credentials with least privilege ( ALICLOUD_ACCESS_KEY_ID / ALICLOUD_ACCESS_KEY_SECRET / optional ALICLOUD_REGION_ID ). Target skill: skills/ai/search/alicloud-ai-search-opensearch/ . Test Steps Run offline script compilation check (no network needed): python3 tests/common/compile_skill_scripts.py \ --skill-path skills/ai/search/alicloud-ai-search-opensearch \ --output output/alicloud-ai-search-opensearch-test/compile-check.j...
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12356 latex-tables terrylica/cc-skills
When to use this skill: - Creating tables with fixed-width columns - Formatting complex table layouts - Need precise column alignment - Migrating from tabular/tabularx/longtable/booktabs - Troubleshooting table overflow issues Why tabularray? Modern LaTeX3 package (replaces old solutions): - Fixed-width columns with proper alignment - Clean, consistent syntax - Replaces: `tabular`, `tabularx`, `longtable`, `booktabs` - Better performance than legacy packages - Part of TeX Live 2025 ...
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12357 monetizing-innovation pmprompt/claude-plugin-product-management
Domain Context This skill implements a proven product management framework. The approach combines best practices from industry leaders and is designed for practical application in day-to-day PM work. Input Requirements Context about your product, feature, or problem Relevant data, research, or constraints (recommended but optional) Clear articulation of what you're trying to achieve Monetizing Innovation What It Is Monetizing Innovation is a framework for designing products that customers need, ...
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12358 indicator-scanner marketcalls/openalgo-indicator-skills
Create a multi-symbol indicator scanner that screens stocks by technical conditions. Arguments Parse $ARGUMENTS as: scan-type watchlist $0 = scan type (e.g., rsi-oversold, rsi-overbought, ema-crossover, supertrend-buy, supertrend-sell, macd-crossover, adx-trending, custom). Default: rsi-oversold $1 = watchlist (e.g., nifty50, banknifty, custom). Default: nifty50 If no arguments, ask the user what they want to scan for. Instructions Read the indicator-expert rules for reference Create scanners/{s...
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12359 module-spec-generator rysweet/amplihack
This skill automatically generates comprehensive module specifications from code analysis, ensuring adherence to amplihack's brick philosophy and enabling effective module regeneration without breaking system connections. When to Use This Skill - Creating new modules: Generate specs before implementation to clarify requirements - Documenting existing modules: Extract specifications from working code for future reference - Module reviews: Verify specs accurately represent implemented contrac...
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12360 golang-pro 404kidwiz/claude-supercode-skills
Golang Pro Senior Go developer with deep expertise in Go 1.21+, concurrent programming, and cloud-native microservices. Specializes in idiomatic patterns, performance optimization, and production-grade systems. Role Definition You are a senior Go engineer with 8+ years of systems programming experience. You specialize in Go 1.21+ with generics, concurrent patterns, gRPC microservices, and cloud-native applications. You build efficient, type-safe systems following Go proverbs. When to Use Thi...
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12361 aws-cost-finops ahmedasmar/devops-claude-skills
AWS Cost Optimization & FinOps Systematic workflows for AWS cost optimization and financial operations management. When to Use This Skill Use this skill when you need to: Find cost savings: Identify unused resources, rightsizing opportunities, or commitment discounts Analyze spending: Understand cost trends, detect anomalies, or break down costs Optimize architecture: Choose cost-effective services, storage tiers, or instance types Implement FinOps: Set up governance, tagging, budgets, or mo...
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12362 usability-tester daffy0208/ai-dev-standards
Usability Tester Validate that users can successfully complete core tasks through systematic observation. Core Principle Watch users struggle. The best way to find UX issues is to observe real users attempting real tasks. Their struggles reveal truth that surveys and analytics cannot. Test Planning 1. Define Test Objectives Good Objectives: - "Can users complete onboarding in <5 minutes?" - "Can users find and use the export feature?" - "Do users understand the pricing page?" Bad Obje...
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12363 browser-setup-devtools different-ai/openwork
Browser automation setup (DevTools MCP first) Principles Keep prompts minimal; do as much as possible with tools and commands. Always attempt Chrome DevTools MCP first; only fall back to the browser extension when DevTools MCP cannot be used. Workflow Ask: "Do you have Chrome installed on this computer?" If no or unsure: Offer to open the download page yourself and do it if possible. Provide a clickable link: https://www.google.com/chrome/ Continue after installation is confirmed. Check DevTools...
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12364 opportunity-solution-trees pmprompt/claude-plugin-product-management
Opportunity Solution Trees Domain Context The Opportunity Solution Tree (Teresa Torres, Continuous Discovery Habits ) is the backbone of modern product discovery. It prevents teams from jumping to solutions by forcing them to first map the opportunity space. Structure (4 levels): Desired Outcome (top) — The measurable business or product outcome you're pursuing. Should be a single, clear metric (e.g., "increase 7-day retention to 40%"). This comes from your OKRs or product strategy. Opportunitie...
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12365 docs-codebase vasilyu1983/ai-agents-public
Technical Documentation Execution-ready patterns for clear, maintainable technical documentation. Modern best practices (January 2026): docs-as-code, ownership + review cadence, documentation QA gates (links/style/spelling), AI-assisted drafting + review, OpenAPI 3.2.0 where streaming schemas matter, and GEO (Generative Engine Optimization) for AI search. Quick Reference Documentation Type Template When to Use Project README readme-template.md New project, onboarding Architecture Decision adr...
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12366 mermaid-diagrams ccheney/robust-skills
Mermaid Diagramming Create professional software diagrams using Mermaid's text-based syntax. Mermaid renders diagrams from simple text definitions, making diagrams version-controllable, easy to update, and maintainable alongside code. Core Syntax Structure All Mermaid diagrams follow this pattern: diagramType definition content Key principles: First line declares diagram type (e.g., classDiagram , sequenceDiagram , flowchart ) Use %% for comments Line breaks and indentation improve readability b...
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12367 resume-builder amruthpillai/reactive-resume
Resume Builder for Reactive Resume Build professional resumes through conversational AI for Reactive Resume , a free and open-source resume builder. Core Principles Never hallucinate - Only include information explicitly provided by the user Ask questions - When information is missing or unclear, ask before assuming Be concise - Use clear, direct language; avoid filler words Validate output - Ensure all generated JSON conforms to the schema Workflow Step 1: Gather Basic Information Ask for essen...
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12368 roadmap-analyzer shipshitdev/library
Roadmap Analyzer Overview This skill analyzes a project's current feature set against the needs of the Ideal Customer Profile (ICP). Before analyzing, discover the project's ICP from documentation (.agent/SYSTEM/ or project docs) and current features from the codebase and documentation. The skill produces three outputs: Gap Analysis Table: Side-by-side comparison of ICP needs vs current features with gaps highlighted Prioritized Backlog: Ranked list of features to build next based on ICP alig...
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12369 kotlin-specialist 404kidwiz/claude-supercode-skills
Kotlin Specialist Senior Kotlin developer with deep expertise in coroutines, Kotlin Multiplatform (KMP), and modern Kotlin 1.9+ patterns. Role Definition You are a senior Kotlin engineer with 10+ years of JVM experience and mastery of Kotlin 1.9+ features. You specialize in coroutines, Flow API, multiplatform development, Android/Compose, Ktor servers, and functional programming patterns. You write expressive, type-safe code leveraging Kotlin's DSL capabilities. When to Use This Skill Buildi...
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12370 api-testing laurigates/claude-plugins
API Testing Expert knowledge for testing HTTP APIs with Supertest (TypeScript/JavaScript) and httpx/pytest (Python). TypeScript/JavaScript (Supertest) Installation Using Bun bun add -d supertest @types/supertest or: npm install -D supertest @types/supertest Basic Setup import { describe , it , expect } from 'vitest' import request from 'supertest' import { app } from './app' describe ( 'API Tests' , ( ) => { it ( 'returns health status' , async ( ) => { const response = await request ( app ) ....
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12371 latex-build terrylica/cc-skills
When to use this skill: - Compiling LaTeX documents - Setting up live preview with auto-rebuild - Managing multi-file projects - Troubleshooting build failures - Cleaning build artifacts - Automating compilation workflows Why latexmk? Industry standard build tool: - Auto-detects dependencies (bibliography, index, etc.) - Runs correct number of times (handles cross-references) - Live preview mode watches for file changes - Works with Skim for SyncTeX auto-reload - Bundled with MacTe...
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12372 vercel-networking-domains bobmatnyc/claude-mpm-skills
Vercel Networking and Domains Skill progressive_disclosure: entry_point: summary: "Vercel networking: domains, routing rules, headers, CDN, edge cache, and region configuration." when_to_use: - "When configuring domains and DNS" - "When managing redirects, rewrites, or headers" - "When tuning CDN and edge cache behavior" quick_start: - "Add and verify domains" - "Configure redirects and rewrites" - "Set headers and caching" - "Select deployment regions" token_estimate: entry: 90-110 full: 3800-4...
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12373 alicloud-compute-fc-serverless-devs-test cinience/alicloud-skills
Category: test COMPUTE FC SERVERLESS DEVS Smoke Test Prerequisites Configure credentials with least privilege ( ALICLOUD_ACCESS_KEY_ID / ALICLOUD_ACCESS_KEY_SECRET / optional ALICLOUD_REGION_ID ). Target skill: skills/compute/fc/alicloud-compute-fc-serverless-devs/ . Test Steps Run offline script compilation check (no network needed): python3 tests/common/compile_skill_scripts.py \ --skill-path skills/compute/fc/alicloud-compute-fc-serverless-devs \ --output output/alicloud-compute-fc-serverless...
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12374 workstream-coordinator rysweet/amplihack
You are an expert workstream coordinator managing multiple concurrent work efforts. You track progress, detect stalls and conflicts, analyze capacity, and ensure smooth parallel execution of up to 5 workstreams. When to Activate Activate when the user: - Asks "What's the status?" or "How are things going?" - Wants to check workstream progress - Asks about active work or concurrent tasks - Says "Is anything blocked?" or "Are there conflicts?" - Wants coordination analysis - Mentions capa...
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12375 dify-workflow-skills mango-svip/dify-workflow-skills
Dify Workflow DSL Builder Build, edit, and validate Dify workflow DSL (Domain-Specific Language) files for creating AI-powered automation workflows. This skill is based on the Dify open-source platform's workflow engine, which powers both Workflow apps and Advanced Chat apps with a React Flow-based visual editor. Architecture Overview Dify workflows use a queue-based, event-driven architecture with: Backend (Python - Execution Engine) GraphEngine: Central orchestrator managing workflow exec...
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12376 moai-tool-svg modu-ai/moai-adk
SVG Creation and Optimization Specialist Comprehensive SVG development covering vector graphics creation, SVGO optimization, icon systems, data visualizations, and animations. This skill provides patterns for all SVG workflows from basic shapes to complex animated graphics. Quick Reference (30 seconds) Basic SVG Template < svg xmlns = " http://www.w3.org/2000/svg " viewBox = " 0 0 100 100 " width = " 100 " height = " 100 " > < title > Accessible Title </ title > < desc > Description for screen r...
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12377 release-management yonatangross/orchestkit
Music Release Management Manage music release campaigns using RELEASE.md as the single source of truth. Folder Structure Releases live inside an artist workspace under releases/ . The full path from the sandbox root: orgs/{org}/ └── artists/ └── {artist-slug}/ └── releases/ └── {release-slug}/ └── RELEASE.md Use lowercase-kebab-case for release slugs (e.g. blue-slide-park , debut-ep ). Example: orgs/recoup-records/artists/gatsby-grace/releases/adhd-ep/ └── RELEASE.md Step 1: Identify the Release...
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12378 nextjs-env-variables bobmatnyc/claude-mpm-skills
Next.js Environment Variable Structure Complete guide to Next.js environment variable management. File Structure my-nextjs-app/ ├── .env Shared defaults (committed) ├── .env.local Local secrets (gitignored) ├── .env.development Development defaults (committed) ├── .env.development.local Local dev overrides (gitignored) ├── .env.production Production defaults (committed) ├── .env.production.local Production secrets (gitignored) ├── ...
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12379 angular-modernization bitwarden/clients
Angular Modernization Transforms legacy Angular components to modern architecture using a two-step approach: Automated migrations - Angular CLI schematics for standalone, control flow, and signals Bitwarden patterns - ADR compliance, OnPush change detection, proper visibility, thin components Workflow Step 1: Run Angular CLI Migrations ⚠️ CRITICAL: ALWAYS use Angular CLI migrations when available. DO NOT manually migrate features that have CLI schematics. Angular provides automated schematic...
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12380 youtube vm0-ai/vm0-skills
YouTube Data API Use the YouTube Data API v3 via direct curl calls to search videos, retrieve video details, get channel information, list playlist items, and fetch comments . Official docs: https://developers.google.com/youtube/v3 When to Use Use this skill when you need to: Search videos by keywords or filters Get video details (title, description, statistics, duration) Get channel info (subscriber count, video count, description) List playlist items (videos in a playlist) Fetch comments on vi...
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12381 dependency-resolver rysweet/amplihack
Dependency Resolver Skill Purpose This skill detects and resolves local vs CI environment mismatches BEFORE push, preventing the 20-45 minute debug cycles documented in DISCOVERIES.md ("CI Failure Resolution Process Analysis" entry). The skill addresses a critical gap: existing tools (ci-diagnostic-workflow, pre-commit-diagnostic) fix issues AFTER they occur. This skill catches mismatches BEFORE push. Problem Statement From DISCOVERIES.md analysis: Environment mismatches (Local Python 3.12 ...
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12382 task-dependency-patterns yonatangross/orchestkit
Claude Code 2.1.16 introduces a native Task Management System with four tools: - TaskCreate: Create new tasks with subject, description, and activeForm - TaskUpdate: Update status (pending → in_progress → completed), set dependencies - TaskGet: Retrieve full task details including blockers - TaskList: View all tasks with status and dependency summary Tasks enable structured work tracking, parallel coordination, and clear progress visibility. When to Use - Breaking down complex multi-step...
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12383 remote-work rysweet/amplihack
Remote Work Skill Execute amplihack tasks on remote Azure VMs using the /amplihack:remote command. When to Use Use this skill when you want to: Run long-running tasks on remote VMs Leverage more powerful Azure compute Distribute work across multiple machines Isolate experimental or risky work Work in specific Azure regions How It Works When you say things like: "Run this remotely" "Execute on an eastus VM" "Offload this to Azure" "Use a remote machine for this" I will: Extract your task descript...
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12384 capacitor-android abelv22/project-foundation
Capacitor & Android Native Bridge Skill This skill enables the assistant to handle the complex interaction between the Web layer (React) and the Native layer (Java/Android) specifically for background tracking. Knowledge Areas 1. Android Foreground Services Lifecycle Management: Start/stop/restart logic for LocationTrackingService.java . Notifications: Maintaining persistent notifications required by Android for foreground tasks. Boot Persistence: Implementing BOOT_COMPLETED receivers to restart...
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12385 ffuf-web-fuzzing jthack/ffuf_claude_skill
FFUF (Fuzz Faster U Fool) Skill Overview FFUF is a fast web fuzzer written in Go, designed for discovering hidden content, directories, files, subdomains, and testing for vulnerabilities during penetration testing. It's significantly faster than traditional tools like dirb or dirbuster. Installation Using Go go install github.com/ffuf/ffuf/v2@latest Using Homebrew (macOS) brew install ffuf Binary download Download from: https://github.com/ffuf/ffuf/releases/latest Core Concepts The FUZZ Keyw...
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12386 eval-recipes-runner rysweet/amplihack
eval-recipes Runner Skill Purpose Run Microsoft's eval-recipes benchmarks to validate amplihack improvements against baseline agents. When to Use User asks to "test with eval-recipes" User says "run the evals" or "benchmark this change" User wants to validate improvements against codex/claude_code Testing a PR branch to prove it improves scores Capabilities I can run eval-recipes benchmarks to: Test specific amplihack branches Compare against baseline agents (codex, claude_code) Run specific...
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12387 forex-list octagonai/skills
Forex List Retrieve comprehensive information about actively traded currency pairs in the global forex market using the Octagon MCP server. Prerequisites Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions. Workflow 1. Define Scope Determine which currency pair categories you want to explore: Majors : USD paired with major currencies Crosses : Major currencies without USD Exotics : Emerging market c...
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12388 alicloud-ai-chatbot-test cinience/alicloud-skills
Category: test AI CHATBOT Smoke Test Prerequisites Configure credentials with least privilege ( ALICLOUD_ACCESS_KEY_ID / ALICLOUD_ACCESS_KEY_SECRET / optional ALICLOUD_REGION_ID ). Target skill: skills/ai/service/alicloud-ai-chatbot/ . Test Steps Run offline script compilation check (no network needed): python3 tests/common/compile_skill_scripts.py \ --skill-path skills/ai/service/alicloud-ai-chatbot \ --output output/alicloud-ai-chatbot-test/compile-check.json Read the target skill SKILL.md and...
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12389 feishu-connection xiaomingx/moltbot-connector-feishu-dingtalk
Bridge Feishu bot messages to Clawdbot Gateway over local WebSocket. Architecture ``` Feishu user → Feishu cloud ←WS→ bridge.py (local) ←WS→ Clawdbot Gateway → AI agent ``` - Feishu SDK connects outbound (no inbound port / public IP needed) - Bridge authenticates to Gateway using the existing gateway token - Each Feishu chat maps to a Clawdbot session (`feishu:<chatId>`) Setup 1. Create Feishu bot - Go to [open.feishu.cn/app](https://open.feishu.cn/app) → Create self-built app → Add ...
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12390 torchforge-rl-training davila7/claude-code-templates
torchforge: PyTorch-Native Agentic RL Library torchforge is Meta's PyTorch-native RL library that separates infrastructure concerns from algorithm concerns. It enables rapid RL research by letting you focus on algorithms while handling distributed training, inference, and weight sync automatically. When to Use torchforge Choose torchforge when you need: Clean separation between RL algorithms and infrastructure PyTorch-native abstractions (no Ray dependency) Easy algorithm experimentation (GRPO, ...
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12391 performance-expert shipshitdev/library
Performance Expert Skill Expert in performance optimization for React, Next.js, NestJS applications, MongoDB, and AWS infrastructure. When to Use This Skill Optimizing React components or Next.js pages Improving API response times Optimizing database queries Analyzing bundle sizes Implementing caching strategies Optimizing images or assets Configuring CDN or caching Reviewing Core Web Vitals Project Context Discovery Check .agent/SYSTEM/ARCHITECTURE.md for performance architecture Identify per...
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12392 xlsx davepoon/buildwithclaude
Requirements for Outputs All Excel files Professional Font Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user Zero Formula Errors Every Excel model MUST be delivered with ZERO formula errors (REF!, DIV/0!, VALUE!, N/A, NAME?) Preserve Existing Templates (when updating templates) Study and EXACTLY match existing format, style, and conventions when modifying files Never impose standardized formatting on files with establi...
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12393 oauth2-oidc-implementer patricio0312rev/skills
OAuth 2.0 & OIDC Implementer Implement secure authentication with OAuth 2.0 and OpenID Connect. Core Workflow Choose flow: Authorization Code, PKCE, Client Credentials Configure provider: Set up OAuth/OIDC provider Implement flow: Handle redirects and tokens Secure tokens: Storage and refresh Add providers: Multiple identity providers Handle sessions: Manage authenticated state OAuth 2.0 Flows Overview ┌─────────────────────────────────────────────────────────────┐ │ OAuth...
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12394 consensus-voting rysweet/amplihack
Consensus Voting Skill Purpose Execute weighted multi-agent voting for critical decisions where domain expertise matters. Unlike debate (collaborative synthesis) or n-version (parallel generation), this skill focuses on structured voting with expertise weighting for security, authentication, and data-handling changes. Key Insight from Pattern Analysis From ~/.amplihack/.claude/context/DISCOVERIES.md (Pattern Applicability Analysis): Voting vs Expert Judgment Selection Criteria When Voting W...
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12395 web-design-guidelines dedalus-erp-pas/foundation-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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12396 sales-strategist ncklrs/startup-os-skills
Sales Strategist Strategic sales operations expertise for B2B SaaS companies — from process design and methodology selection to compensation planning and pipeline optimization. Philosophy Great sales organizations are built on process, not heroics . The best quota-crushing reps eventually leave, but excellent sales systems compound. The best B2B sales strategies: Process before people — A-players in a broken system lose to B-players in a great system Qualify ruthlessly — Time is inventory; don't...
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12397 expressjs-development manutej/luxor-claude-marketplace
Express.js Development Skill This skill provides comprehensive guidance for building production-ready web applications and REST APIs using Express.js, covering routing, middleware, request/response handling, error handling, authentication, validation, and deployment best practices. When to Use This Skill Use this skill when: Building RESTful APIs for web and mobile applications Creating backend services and microservices Developing web servers with server-side rendering Implementing API gate...
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12398 github-code-review ruvnet/claude-flow
GitHub Code Review Skill AI-Powered Code Review : Deploy specialized review agents to perform comprehensive, intelligent code reviews that go beyond traditional static analysis. 🎯 Quick Start Simple Review Initialize review swarm for PR gh pr view 123 --json files,diff | npx ruv-swarm github review-init --pr 123 Post review status gh pr comment 123 --body "🔍 Multi-agent code review initiated" Complete Review Workflow Get PR context with gh CLI PR_DATA = $( gh pr view 123 --json files,addition...
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12399 slack-gif-creator shajith003/awesome-claude-skills
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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12400 mcp-app-builder alpic-ai/skybridge
Creating MCP Apps Those are conversational experiences that extend AI assistants through tools and custom UI widgets. They're built as MCP servers invoked during conversations. ⚠️ The app is consumed by two users at once: the human and the AI Assistant LLM . They collaborate through the widget—the human interacts with it, the LLM sees its state. Internalize this before writing code: the widget is your shared surface. SPEC.md keeps track of the app's requirements and design decisions. Keep it up ...
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