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# Skill 仓库 描述 安装量
17351 voice-message xmanrui/voice-message
Voice Message Send text as voice messages to any chat channel. Prerequisites edge-tts — Microsoft Edge TTS ( pip install edge-tts ) ffmpeg / ffprobe — audio conversion and duration detection Default Voices Chinese: zh-CN-XiaoxiaoNeural English: en-US-JennyNeural Other languages: see references/voices.md Step 1: Generate Voice File Use scripts/gen_voice.sh to convert text to an ogg/opus file: scripts/gen_voice.sh "你好" /tmp/voice.ogg scripts/gen_voice.sh "Hello" /tmp/voice.ogg en-US-JennyNeural Ar...
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17352 qa-refactoring vasilyu1983/ai-agents-public
QA Refactoring Safety Use this skill to refactor safely: preserve behavior, reduce risk, and keep CI green while improving maintainability and delivery speed. Defaults: baseline first, smallest safe step next, and proof via tests/contracts/observability instead of intuition. Quick Start (10 Minutes) Confirm baseline: main green; reproduce the behavior you must preserve. Choose a boundary: API surface, module boundary, DB boundary, or request handler. Add a safety net: characterization/contrac...
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17353 google-chat sanjay3290/ai-skills
Google Chat Lightweight Google Chat integration with standalone OAuth authentication. No MCP server required. ⚠️ Requires Google Workspace account. Personal Gmail accounts are not supported. First-Time Setup Authenticate with Google (opens browser): python scripts/auth.py login Check authentication status: python scripts/auth.py status Logout when needed: python scripts/auth.py logout Commands All operations via scripts/chat.py . Auto-authenticates on first use if not logged in. List all spaces...
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17354 aws-agentcore hoodini/ai-agents-skills
AWS Bedrock AgentCore Build production-grade AI agents on AWS infrastructure. Quick Start import boto3 from agentcore import Agent, Tool Initialize AgentCore client client = boto3.client('bedrock-agent-runtime') Define a tool @Tool(name="search_database", description="Search the product database") def search_database(query: str, limit: int = 10) -> dict: Tool implementation return {"results": [...]} Create agent agent = Agent( model_id="anthropic.claude-3-sonnet", tools=...
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17355 mckinsey-research abdullah4ai/mckinsey-research
McKinsey Research - AI Strategy Consultant Overview One-shot strategy consulting: user provides business context once, the skill plans and executes 12 specialized analyses via sub-agents in parallel, then synthesizes everything into a single executive report. Workflow Phase 1: Language + Intake (Single Interaction) Ask the user their preferred language (Arabic/English), then collect ALL required inputs in ONE structured form. Do not ask questions one at a time. Present a clean intake form: === M...
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17356 agent-architect igorwarzocha/opencode-workflows
Agent Architect Create and refine opencode agents through a guided Q&A process. <core_approach> Agent creation is conversational, not transactional. MUST NOT assume what the user wants—ask SHOULD start with broad questions, drill into details only if needed Users MAY skip configuration they don't care about MUST always show drafts and iterate based on feedback The goal is to help users create agents that fit their needs, not to dump every possible configuration option on them. </core_appro...
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17357 azure-well-architected-framework 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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17358 aspire rysweet/amplihack
Aspire — Polyglot Distributed-App Orchestration Aspire is a code-first, polyglot toolchain for building observable, production-ready distributed applications. It orchestrates containers, executables, and cloud resources from a single AppHost project — regardless of whether the workloads are C, Python, JavaScript/TypeScript, Go, Java, Rust, Bun, Deno, or PowerShell. Mental model: The AppHost is a conductor — it doesn't play the instruments, it tells every service when to start, how to find each o...
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17359 tech-entrepreneur-coach-adhd erichowens/some_claude_skills
Tech Entrepreneur Coach (ADHD-Specialized) Business coach specializing in helping former big tech ML/AI engineers with ADHD transition from corporate employment to successful independent app development. Understands both technical brilliance and executive function challenges. When to Use This Skill Use for: Ex-FAANG engineers considering indie hacking Validating app/product ideas with ADHD constraints MVP development with 2-week timelines ADHD-friendly marketing and sales strategies Monetiza...
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17360 frontend-design block/agent-skills
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices. The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints. Design Thinking Before coding, understand the context and commit to a BOLD aesthetic direction: Purpose :...
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17361 creative-thinking-for-research orchestra-research/ai-research-skills
Creative Thinking for Research Eight empirically grounded frameworks from cognitive science, applied to computer science and AI research. Unlike ad-hoc brainstorming, each framework here is backed by decades of creativity research — from Koestler's bisociation to Kauffman's adjacent possible. They target distinct cognitive operations: combining, reformulating, analogizing, constraining, inverting, abstracting, exploring boundaries, and holding contradictions. When to Use This Skill Generating ge...
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17362 responsive-design manutej/luxor-claude-marketplace
Responsive Design Master modern responsive design techniques to create interfaces that adapt seamlessly across all screen sizes and device contexts. When to Use This Skill Implementing mobile-first responsive layouts Using container queries for component-based responsiveness Creating fluid typography and spacing scales Building complex layouts with CSS Grid and Flexbox Designing breakpoint strategies for design systems Implementing responsive images and media Creating adaptive navigation pattern...
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17363 openclaw-feeds sundial-org/awesome-openclaw-skills
Feeds RSS news aggregator. Fetches all current entries from curated feeds across three categories — news, games, and finance. Concurrent fetching, streamed JSON output. No API key needed. Constraint Do NOT use web search, WebFetch, browser tools, or any other URL-fetching tool when this skill is active. The RSS feeds are the sole data source. Do not supplement, verify, or expand results with external searches. Do not fetch article URLs — summaries are already included in the output. Categories D...
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17364 youtube-pipeline jstarfilms/vibecode-protocol-suite
YouTube Pipeline Skill This skill provides access to the complete YouTube video production pipeline. When activated, read the workflow files in the user's vault for the full, up-to-date instructions. Quick Reference Phase Workflow Purpose 1 /youtube-phase1-strategy Find proven topic via 3-source validation (YT Studio + VidIQ + Google Trends) 2 /youtube-phase2-packaging Engineer title & thumbnail 3 /youtube-phase3-scripting Write retention-optimized script 3.5 /youtube-phase3.5-shorts Create 6 Sh...
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17365 syncing-memory-filesystem letta-ai/letta-code
Git-Backed Memory Repos Agents with the git-memory-enabled tag have their memory blocks stored in git repositories accessible via the Letta API. This enables version control, collaboration, and external editing of agent memory. Features: Stored in cloud (GCS) Accessible via $LETTA_BASE_URL/v1/git/<agent-id>/state.git Bidirectional sync: API <-> Git (webhook-triggered, ~2-3s delay) Structure: memory/system/*.md for system blocks What the CLI Harness Does Automatically When memfs is enabled, the L...
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17366 umbraco-localization umbraco/umbraco-cms-backoffice-skills
Umbraco Localization What is it? Localization enables UI translation through localization files managed by the Extension Registry, with English (iso code: 'en') as the fallback language. The Localization Controller (automatically available in Umbraco Elements via this.localize ) provides access to translated strings using keys. Custom translations can be added via the Extension Registry and referenced in manifests using the prefix. Documentation Always fetch the latest docs before implementing:...
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17367 session-inspector dagster-io/erk
Session Inspector Overview Session Inspector provides comprehensive tools for inspecting Claude Code session logs stored in ~/.claude/projects/ . The skill enables: Discovering and listing sessions for any project/worktree Preprocessing sessions to readable XML format Analyzing context window consumption Extracting plans from sessions Creating plan PRs from session content Debugging agent subprocess execution Understanding the two-stage extraction pipeline When to Use Invoke this skill when user...
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17368 webnovel-plan lingfengqaq/webnovel-writer
本技能用于将总纲细化为章节大纲，而非从头设计卷结构。 - 卷的章节范围、核心冲突、关键爽点、伏笔安排等信息从总纲获取 - 用户可选择微调总纲设定，但不建议大幅修改 - 重点是为每一章设计具体内容：目标、爽点、Strand、实体、伏笔 Workflow Checklist ``` 大纲规划进度： - [ ] Phase 1: 加载核心资料 - [ ] Phase 2: 加载项目数据 + 解析总纲 - [ ] Phase 3: 确认上下文充足 - [ ] Phase 4: 选择规划范围 - [ ] Phase 5: 微调确认（可选） - [ ] Phase 6: 生成章节大纲 - [ ] Phase 7: 质量验证 - [ ] Phase 8: 保存并更新状态 ``` Phase 1: 加载核心资料 1.1 加载爽点指南（必须执行） ``` cat "${CLAUDE_PLUGIN_ROOT}/skills/webnovel-plan/references/cool-points-guide.md" ``` 关键规则： - 每章 ≥1 个小爽点（单一模式） ...
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17369 groove-admin-config andreadellacorte/groove
groove-admin-config Outcome .groove/index.md is created or updated with values confirmed by the user. The git strategy is applied immediately. User is ready to run /groove-admin-install . Acceptance Criteria .groove/index.md exists with all config keys populated Each key was either confirmed by the user or accepted as default Git strategy is applied ( .groove/.gitignore written) before exiting User is shown a summary of the final config and told to run /groove-admin-install Steps If --defaults i...
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17370 godot-project-foundations thedivergentai/gd-agentic-skills
Project Foundations Feature-based organization, consistent naming, and version control hygiene define professional Godot projects. Available Scripts MANDATORY - For New Projects : Before scaffolding, read project_bootstrapper.gd - Auto-generates feature folders and .gitignore. project_bootstrapper.gd Expert project scaffolding tool for auto-generating feature folders and .gitignore. scene_naming_validator.gd Scans entire project for snake_case/PascalCase violations. Run before PRs. dependency_au...
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17371 internal-comms 404kidwiz/claude-supercode-skills
When to use this skill To write internal communications, use this skill for: 3P updates (Progress, Plans, Problems) Company newsletters FAQ responses Status reports Leadership updates Project updates Incident reports How to use this skill To write any internal communication: Identify the communication type from the request Load the appropriate guideline file from the examples/ directory: examples/3p-updates.md - For Progress/Plans/Problems team updates examples/company-newsletter.md - For compan...
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17372 gathering-architecture autumnsgrove/groveengine
Gathering Architecture 🌲🦅 The drum echoes high in the canopy. The Eagle soars above, seeing the forest's patterns. The Crow perches nearby, tilting its head at what others won't question. The Swan glides across the lake, elegant designs taking form. The Elephant moves below, building what was envisioned. Together they transform a clearing into a cathedral of code—systems that stand for seasons. When to Summon Designing new systems or services Major architectural decisions Refactoring core infras...
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17373 cicd-automation autumnsgrove/groveengine
CI/CD Automation Skill When to Activate Activate this skill when: Creating GitHub Actions workflows Setting up automated testing Configuring deployment pipelines Adding code quality checks to CI Automating release processes Quick Start Workflow Create .github/workflows/ci.yml : name : CI on : push : branches : [ main , develop ] pull_request : branches : [ main ] jobs : test : runs-on : ubuntu - latest steps : - uses : actions/checkout@v4 - name : Install UV run : curl - LsSf https : //astral.sh...
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17374 software-ux-research vasilyu1983/ai-agents-public
Software UX Research Skill — Quick Reference Use this skill to identify problems/opportunities and de-risk decisions. Use software-ui-ux-design to implement UI patterns, component changes, and design system updates. Dec 2025 Baselines (Core) Human-centred design: Iterative design + evaluation grounded in evidence (ISO 9241-210:2019) https://www.iso.org/standard/77520.html Usability definition: Effectiveness, efficiency, satisfaction in context (ISO 9241-11:2018) https://www.iso.org/standard/63...
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17375 groove-work-audit andreadellacorte/groove
groove-work-audit Outcome Blindspots and gaps are identified, actionable improvements are offered. Acceptance Criteria Findings are categorized by action: Fix Now : Trivial effort, fix immediately Needs Spec : Important, requires planning Create Issues : Large effort or nice-to-have Constraints Sanitize topic (if provided) for safe use — strip path separators, special characters, and traversal patterns ( ../ ) Read memory: and specs: from .groove/index.md ; resolve spec directory as <specs> if s...
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17376 umbraco-notifications umbraco/umbraco-cms-backoffice-skills
Umbraco Notifications What is it? Notifications provide user feedback in the Umbraco backoffice through the UMB_NOTIFICATION_CONTEXT , which is consumed via the Context API. The peek() method displays temporary toast-style notifications with different types (positive, negative, warning). Notifications appear in the UI temporarily and automatically dismiss, making them ideal for action confirmations and error messages. Documentation Always fetch the latest docs before implementing: Context API : ...
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17377 grove-vineyard autumnsgrove/groveengine
Grove Vineyard Skill When to Activate Activate this skill when: Creating a /vineyard route for a Grove property Adding features or demos to an existing vineyard page User mentions "vineyard", "showcase page", or "tool demo page" Implementing feature cards, roadmaps, or demo containers for a tool What Is Vineyard? Every Grove property implements a /vineyard route on its subdomain — a consistent way to explore what each tool does, see working demos, and understand the roadmap. amber.grove.place/vi...
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17378 frontend-performance b-open-io/prompts
Frontend Performance Optimization Diagnose and fix performance issues in Next.js applications. Quick Diagnostics Run Lighthouse CLI Performance audit (headless) npx lighthouse http://localhost:3000 --output = json --output-path = ./lighthouse.json --chrome-flags = "--headless" --only-categories = performance Parse key metrics cat lighthouse.json | jq '{ score: .categories.performance.score, FCP: .audits["first-contentful-paint"].displayValue, LCP: .audits["largest-contentful-paint"].displayVal...
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17379 incremental-fetch shipshitdev/library
Incremental Fetch Build data pipelines that never lose progress and never re-fetch existing data. The Two Watermarks Pattern Track TWO cursors to support both forward and backward fetching: Watermark Purpose API Parameter newest_id Fetch new data since last run since_id oldest_id Backfill older data until_id A single watermark only fetches forward. Two watermarks enable: Regular runs: fetch NEW data (since newest_id) Backfill runs: fetch OLD data (until oldest_id) No overlap, no gaps Criti...
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17380 umbraco-extension-registry umbraco/umbraco-cms-backoffice-skills
Umbraco Extension Registry What is it? The Extension Registry is the core system managing all Umbraco backoffice UI elements - almost any UI in the Backoffice is an extension managed by the Extension Registry. The registry allows developers to dynamically add, remove, or modify extensions at runtime using umbExtensionsRegistry . Developers have the same possibilities as Umbraco HQ, meaning you can change almost everything that is by default present in Umbraco. Documentation Always fetch the late...
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17381 creative-generation-agent qodex-ai/ai-agent-skills
Creative Generation Agent Build intelligent agents that generate original creative content across multiple modalities including text, music, images, memes, and podcasts. Overview Creative generation combines: Content Models: Diffusion models, transformers, GANs Prompt Engineering: Guide creative output Style Control: Maintain artistic consistency Quality Assessment: Evaluate creative output Iteration & Refinement: Improve results Applications AI music composition and arrangement Automated me...
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17382 skill-creator prowler-cloud/prowler
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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17383 dojo-system dojoengine/book
Dojo System Generation Create Dojo systems (smart contracts) that implement your game's logic and modify model state. Essential Imports (Dojo 1.0+) Copy these imports for any Dojo system: // Core Dojo imports - ALWAYS needed for systems use dojo::model::{ModelStorage, ModelValueStorage}; use dojo::event::EventStorage; // Starknet essentials use starknet::{ContractAddress, get_caller_address, get_block_timestamp}; Where does self.world_default() come from? self.world_default() is provided automat...
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17384 markdown-to-pdf alchaincyf/huashu-skills
[IMPORTANT] Use TaskCreate to break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ask user whether to skip. Quick Summary Goal: Convert Markdown files to PDF with syntax highlighting and custom CSS support. Workflow: Install -- Ensure required tools (pandoc + wkhtmltopdf or weasyprint) are available Convert -- Run conversion with syntax highlighting and optional CSS Verify -- Check PDF output ...
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17385 de-slopify dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations
De-Slopify — Remove AI Writing Artifacts Purpose: Make your documentation sound like it was written by a human, not an LLM. Key Insight: You can't do this with regex or a script—it requires manual, systematic review of each line. What is "AI Slop"? AI slop refers to writing patterns that LLMs produce disproportionately more commonly than human writers. These patterns make text sound inauthentic and "cringe." Common Tells Pattern Problem Emdash overuse LLMs love emdashes—they use them consta...
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17386 schema-designer clidey/whodb
Help users design database schemas, create tables, and model data relationships. When to Use Activate when user asks: - "Create a table for storing orders" - "Design a schema for a blog" - "Add a column to track user preferences" - "How should I model this relationship?" Workflow 1. Understand Requirements Ask clarifying questions: - What data needs to be stored? - What are the relationships between entities? - What queries will be common? - What's the expected data volume? 2. ...
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17387 twitter himself65/finance-skills
🔴 HARD LIMITS — READ FIRST ⛔ CALL AT MOST 3 TWITTER TOOLS PER RESPONSE. STOP AFTER 3 CALLS. After each tool call, check: "Do I have enough data to answer?" If yes → STOP AND REPLY. ⛔ NEVER call bash or write_file for any twitter task — reason inline, no scripts. ⛔ NEVER paginate unless user explicitly asks for more — first page is enough. ⛔ NEVER call lunar_coin , lunar_coin_time_series , or any LunarCrush/CoinGecko tool — Twitter sentiment 问题只用 twitter_search_tweets 回答，不跨 skill。 ⛔ NEVER call co...
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17388 fabric danielmiessler/personal_ai_infrastructure
Fabric Fabric is an open-source AI prompt orchestration framework by Daniel Miessler. It provides a library of reusable AI prompts called Patterns — each designed for a specific real-world task — wired into a simple Unix pipeline with stdin/stdout. When to use this skill Summarize or extract insights from YouTube videos, articles, or documents Apply any of 250+ pre-built AI patterns to content via Unix piping Route different patterns to different AI providers (OpenAI, Claude, Gemini, etc.) Creat...
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17389 retail-expert personamanagmentlayer/pcl
Expert guidance for retail systems, point-of-sale solutions, inventory management, e-commerce platforms, customer analytics, and omnichannel retail strategies. Core Concepts Retail Systems - Point of Sale (POS) systems - Inventory Management Systems (IMS) - Customer Relationship Management (CRM) - Order Management Systems (OMS) - Warehouse Management Systems (WMS) - E-commerce platforms - Payment processing Omnichannel Retail - Online-to-offline (O2O) integration - Buy online, pic...
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17390 php-expert personamanagmentlayer/pcl
Php Expert laravel best practices rules When reviewing or writing code, apply these guidelines: Use Eloquent ORM instead of raw SQL queries when possible. Implement Repository pattern for data access layer. Use Laravel's built-in authentication and authorization features. Utilize Laravel's caching mechanisms for improved performance. Implement job queues for long-running tasks. Use Laravel's built-in testing tools (PHPUnit, Dusk) for unit and feature tests. Implement API versioning for public ...
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17391 dotnet-core-expert 404kidwiz/claude-supercode-skills
.NET Core Expert Senior .NET Core specialist with deep expertise in .NET 8, modern C, minimal APIs, and cloud-native application development. Role Definition You are a senior .NET engineer with 10+ years of experience building enterprise applications. You specialize in .NET 8, C 12, minimal APIs, Entity Framework Core, and cloud-native patterns. You build high-performance, scalable applications with clean architecture. When to Use This Skill Building minimal APIs with .NET 8 Implementing cle...
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17392 groove-admin-help andreadellacorte/groove
groove-admin-help Display a structured overview of all groove skills and their commands. Output Print the following, substituting live config values from .groove/index.md where shown: groove — compound engineering workflow /groove /groove-admin-help /groove-utilities-prime /groove-admin-install /groove-admin-config /groove-admin-update /groove-utilities-check /groove-admin-doctor Daily Skill Purpose /groove-daily-start Start the workday /groove-daily-end End the workday Work Skill ...
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17393 aws-cloud-ops oimiragieo/agent-studio
AWS Cloud Operations Skill Installation The skill invokes the AWS CLI v2. Install and configure: Linux x86 : Download AWS CLI v2 , unzip, then sudo ./aws/install macOS : curl "https://awscli.amazonaws.com/AWSCLIV2.pkg" -o "AWSCLIV2.pkg" then run the installer Windows : Download MSI from AWS CLI v2 or use msiexec ; or install via package managers Configure: aws configure (access key, secret, region). Verify: aws --version Cheat Sheet & Best Practices Identity & config: aws sts get-caller-identity...
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17394 sqlcipher encrypted database expert martinholovsky/claude-skills-generator
SQLCipher Encrypted Database Expert 0. Mandatory Reading Protocol CRITICAL : Before implementing encryption operations, read the relevant reference files: Trigger Reference File First-time encryption setup, key derivation, memory handling references/security-examples.md SQLite migration, custom PRAGMAs, performance tuning, backups references/advanced-patterns.md Security architecture, threat assessment, key compromise planning references/threat-model.md 1. Overview Risk Level: HIGH Justification...
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17395 planning-assistant shipshitdev/library
Content Planning Assistant Overview This skill enables Claude to assist users with comprehensive content planning including weekly/monthly planning, research organization and synthesis, content calendar creation, inspiration-to-plan conversion, and multi-platform content planning. When to Use This Skill This skill activates automatically when users: Ask about content planning or calendar management Need help organizing research or bookmarks Request content ideation or brainstorming Want mult...
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17396 ray-data orchestra-research/ai-research-skills
Ray Data - Scalable ML Data Processing Distributed data processing library for ML and AI workloads. When to use Ray Data Use Ray Data when: Processing large datasets (>100GB) for ML training Need distributed data preprocessing across cluster Building batch inference pipelines Loading multi-modal data (images, audio, video) Scaling data processing from laptop to cluster Key features : Streaming execution : Process data larger than memory GPU support : Accelerate transforms with GPUs Framework int...
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17397 extract-project-logo tradingstrategy-ai/web3-ethereum-defi
Extract project logo This skill extracts a project's official logo from its website or related sources, prioritising high-quality vector formats and official brand assets. Required inputs Before starting, gather the following from the user: Website URL - The project's main website (e.g., https://example.com) Save path - Local filesystem path where the logo should be saved (e.g., ./logos/example-logo.svg) Format preference (optional) - Preferred format: SVG (recommended), PNG, or any If any ...
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17398 aws-cli oldwinter/skills
AWS CLI Skill This skill enables comprehensive AWS cloud infrastructure management using the AWS CLI tool. Environment Default Region: us-east-1 AWS CLI: Pre-configured with full account permissions Account: SimplexAI AWS account (ID: 830101142436) Safety Protocol Dangerous Operations Requiring Confirmation Before executing any of the following operations, explicitly confirm with the user: Delete operations: delete-*, remove-*, terminate-*, deregister-* Destructive modifications: modify-* on...
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17399 tableau-expert personamanagmentlayer/pcl
You are an expert in Tableau with deep knowledge of calculated fields, LOD (Level of Detail) expressions, parameters, dashboards, data blending, extracts, and performance optimization. You create interactive, performant dashboards that deliver actionable insights. Core Expertise Calculated Fields Basic Calculations: ``` // String manipulation Full Name UPPER([First Name]) + " " + UPPER([Last Name]) Email Domain SPLIT([Email], "@", 2) // Numeric calculations Profit Margin [Profit] / [Sale...
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17400 ccw-help catlog22/claude-code-workflow
CCW-Help Skill CCW 命令帮助系统，提供命令搜索、推荐、文档查看功能。 Trigger Conditions 关键词: "ccw-help", "ccw-issue", "帮助", "命令", "怎么用" 场景: 询问命令用法、搜索命令、请求下一步建议 Operation Modes Mode 1: Command Search Triggers: "搜索命令", "find command", "search" Process: Query command.json commands array Filter by name, description, category Present top 3-5 relevant commands Mode 2: Smart Recommendations Triggers: "下一步", "what's next", "推荐" Process: Query command's flow.next_steps in command.json Explain WHY each recommendation fits...
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