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# Skill 仓库 描述 安装量
4401 rabbitmq-expert martinholovsky/claude-skills-generator
RabbitMQ Message Broker Expert 1. Overview You are an elite RabbitMQ engineer with deep expertise in: 2. Core Principles TDD First - Write tests before implementation; verify message flows with test consumers Performance Aware - Optimize prefetch, batching, and connection pooling from the start Reliability Obsessed - No message loss through durability, confirms, and proper acks Security by Default - TLS everywhere, no default credentials, proper isolation Observable Always - Monitor queue dept...
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4402 test-driven-development davila7/claude-code-templates
Test-Driven Development (TDD) Overview Write the test first. Watch it fail. Write minimal code to pass. Core principle: If you didn't watch the test fail, you don't know if it tests the right thing. Violating the letter of the rules is violating the spirit of the rules. When to Use Always: New features Bug fixes Refactoring Behavior changes Exceptions (ask your human partner): Throwaway prototypes Generated code Configuration files Thinking "skip TDD just this once"? Stop. That's rationalization...
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4403 brand-voice-enforcement anthropics/knowledge-work-plugins
Brand Voice Enforcement Apply existing brand guidelines to all sales and marketing content generation. Load the user's brand guidelines, apply voice constants and tone flexes to the content request, validate output, and explain brand choices. Loading Brand Guidelines Find the user's brand guidelines using this sequence. Stop as soon as you find them: Session context — Check if brand guidelines were generated earlier in this session (via /brand-voice:generate-guidelines ). If so, they are already...
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4404 fantasy-world-building wordflowlab/novel-writer-skills
奇幻小说世界构建规范 快速参考 元素 指导原则 关键点 魔法系统 必须有清晰规则 限制比力量更重要 世界设定 内在自洽 每个规则都有原因 种族/生物 独特且有逻辑 避免单纯的人类翻版 历史深度 至少三代历史 过去影响现在 政治结构 权力分布清晰 冲突有根源 核心原则 Sanderson 魔法法则 第一法则：读者从魔法中获得的满足感，与其理解魔法的程度成正比 如果魔法要解决问题，读者必须理解它的规则 软魔法系统（神秘）用于氛围和奇观 硬魔法系统（规则明确）用于解决问题 第二法则：限制比力量更有趣 强大的魔法需要强大的代价 限制创造冲突和策略 完美的系统无法创造戏剧 第三法则：在添加新东西之前，先扩展已有的 深化现有元素胜过添加新元素 相互关联的系统比孤立的更强 复杂度应该有机生长 魔法系统设计 硬魔法系统（规则明确） 必要元素： 能量来源 魔法从哪里来？ 是有限的还是无限的？ 可以耗尽吗？ 使用规则 谁能使用？如何获得？ 需要什么条件？ 有什么限制？ 代价/后果 使用魔法的成本是什么？ 过度使用会怎样？ 是否有长期影响？ 可能与不可能 魔法能做什么？ 明确不...
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4405 bun-development davila7/claude-code-templates
⚡ Bun Development Fast, modern JavaScript/TypeScript development with the Bun runtime, inspired by oven-sh/bun. When to Use This Skill Use this skill when: Starting new JS/TS projects with Bun Migrating from Node.js to Bun Optimizing development speed Using Bun's built-in tools (bundler, test runner) Troubleshooting Bun-specific issues 1. Getting Started 1.1 Installation macOS / Linux curl -fsSL https://bun.sh/install | bash Windows powershell -c "irm bun.sh/install.ps1 | iex" Homebrew ...
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4406 web-browser mitsuhiko/agent-stuff
Web Browser Skill Minimal CDP tools for collaborative site exploration. Start Chrome ./scripts/start.js Fresh profile ./scripts/start.js --profile Copy your profile (cookies, logins) Start Chrome on :9222 with remote debugging. Navigate ./scripts/nav.js https://example.com ./scripts/nav.js https://example.com --new Navigate current tab or open new tab. Evaluate JavaScript ./scripts/eval.js 'document.title' ./scripts/eval.js 'document.querySelectorAll("a").length' ./scri...
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4407 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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4408 memory-systems sickn33/antigravity-awesome-skills
When to Use This Skill Design short-term, long-term, and graph-based memory architectures Use this skill when working with design short-term, long-term, and graph-based memory architectures. Memory System Design Memory provides the persistence layer that allows agents to maintain continuity across sessions and reason over accumulated knowledge. Simple agents rely entirely on context for memory, losing all state when sessions end. Sophisticated agents implement layered memory architectures that b...
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4409 pdf converter claude-office-skills/skills
PDF Converter Convert PDF files to various formats and vice versa while preserving formatting. Overview This skill helps you: Convert PDFs to editable formats (Word, Excel) Convert documents to PDF Extract images from PDFs Optimize conversion quality Handle batch conversions Supported Conversions PDF to Other Formats Target Format Best For Quality Word (.docx) Text-heavy documents ⭐⭐⭐⭐ Excel (.xlsx) Tables and data ⭐⭐⭐⭐ PowerPoint (.pptx) Presentations ⭐⭐⭐ Images (.png/.jpg) Visual snapshots ⭐⭐⭐...
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4410 facebook-ads openclaudia/openclaudia-skills
Facebook/Meta Ad Campaign Builder You are an expert Facebook/Meta advertising strategist. When the user asks you to create Meta ad campaigns, write ad copy, or optimize their social advertising, follow this comprehensive framework. Step 1: Gather Campaign Context Before building any campaign, establish: Product/Service : What is being promoted? Target audience : Demographics, interests, behaviors? Campaign objective : What action should people take? Budget : Daily or lifetime? Total amount? Land...
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4411 chart-designer claude-office-skills/skills
Chart Designer Skill Overview I help you design effective data visualizations by recommending the right chart types, generating configurations for popular charting libraries, and applying data visualization best practices. What I can do: Recommend appropriate chart types for your data Generate ECharts/Chart.js configurations Design dashboard layouts Apply visualization best practices Create Excel chart specifications Suggest color schemes and styling What I cannot do: Render charts directly (use...
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4412 api-testing-patterns proffesor-for-testing/agentic-qe
API Testing Patterns <default_to_action> When testing APIs or designing API test strategy: IDENTIFY testing level: contract, integration, or component TEST the contract, not implementation (consumer perspective) VALIDATE auth, input, errors, idempotency, concurrency AUTOMATE in CI/CD with schema validation MONITOR production APIs for contract drift Quick Pattern Selection: Microservices → Consumer-driven contracts (Pact) REST APIs → CRUD + pagination + filtering tests GraphQL → Query validat...
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4413 checkout-integration dodopayments/skills
Dodo Payments Checkout Integration Reference: docs.dodopayments.com/developer-resources/integration-guide Create seamless payment experiences with hosted checkout pages or overlay checkout modals. Checkout Methods Method Best For Integration Hosted Checkout Simple integration, full-page redirect Server-side SDK Overlay Checkout Seamless UX, stays on your site JavaScript SDK Payment Links No-code, shareable links Dashboard Hosted Checkout Basic Implementation import DodoPayments from 'dodopaym...
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4414 elixir-expert 404kidwiz/claude-supercode-skills
Elixir Expert Purpose Provides expertise in Elixir development, Phoenix Framework, and OTP patterns. Covers concurrent programming, real-time features with LiveView, and building fault-tolerant distributed systems on the BEAM VM. When to Use Building Elixir applications Developing Phoenix web applications Implementing real-time features with LiveView Using OTP patterns (GenServer, Supervisor) Building distributed systems on BEAM Designing fault-tolerant architectures Working with Ecto for databa...
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4415 aws-s3-management aj-geddes/useful-ai-prompts
AWS S3 Management Overview Amazon S3 provides secure, durable, and highly scalable object storage. Manage buckets with encryption, versioning, access controls, lifecycle policies, and cross-region replication for reliable data storage and retrieval. When to Use Static website hosting Data backup and archival Media library and CDN origin Data lake and analytics Log storage and analysis Application asset storage Disaster recovery Data sharing and collaboration Implementation Examples 1. S3 Bucke...
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4416 reverse-engineer-rpi boshu2/agentops
/reverse-engineer-rpi Reverse-engineer a product into a mechanically verifiable feature inventory + registry + spec set, with optional security-audit artifacts and validation gates. Hard Guardrails (MANDATORY) Only operate on code/binaries you own or have explicit written authorization to analyze. Do not provide steps to bypass protections/ToS or to extract proprietary source code/system prompts from third-party products. Do not output reconstructed proprietary source or embedded prompts from bi...
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4417 peft-fine-tuning davila7/claude-code-templates
PEFT (Parameter-Efficient Fine-Tuning) Fine-tune LLMs by training <1% of parameters using LoRA, QLoRA, and 25+ adapter methods. When to use PEFT Use PEFT/LoRA when: Fine-tuning 7B-70B models on consumer GPUs (RTX 4090, A100) Need to train <1% parameters (6MB adapters vs 14GB full model) Want fast iteration with multiple task-specific adapters Deploying multiple fine-tuned variants from one base model Use QLoRA (PEFT + quantization) when: Fine-tuning 70B models on single 24GB GPU Memory is the pr...
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4418 clawdbot-backup sundial-org/awesome-openclaw-skills
ClawdBot Backup Skill Backup, restore, and sync your ClawdBot configuration across devices directly from Clawdbot. Overview This skill helps you: Backup all ClawdBot data and settings Restore from backups Sync between multiple machines Version control your configuration Automate backup routines Migrate to new devices ClawdBot Directory Structure Key Locations ~/.claude/ Main ClawdBot directory ├── settings.json Global settings ├── settings.local.json Local...
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4419 databases mrgoonie/claudekit-skills
Databases Skill Unified guide for working with MongoDB (document-oriented) and PostgreSQL (relational) databases. Choose the right database for your use case and master both systems. When to Use This Skill Use when: Designing database schemas and data models Writing queries (SQL or MongoDB query language) Building aggregation pipelines or complex joins Optimizing indexes and query performance Implementing database migrations Setting up replication, sharding, or clustering Configuring backups...
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4420 find-docs upstash/context7
Documentation Lookup Retrieve current documentation and code examples for any library using the Context7 CLI. Make sure the CLI is up to date before running commands: npm install -g ctx7@latest Or run directly without installing: npx ctx7@latest < command > Workflow Two-step process: resolve the library name to an ID, then query docs with that ID. Step 1: Resolve library ID ctx7 library < name > < query > Step 2: Query documentation ctx7 docs < libraryId > < query > You MUST call ctx7 library ...
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4421 copy-editing davila7/claude-code-templates
Copy Editing You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing passes while preserving the core message. Core Philosophy Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before editing. Use brand voice and customer language from that context to guide your edits. Good copy editing isn't a...
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4422 security parcadei/continuous-claude-v3
/security - Security Audit Workflow Dedicated security analysis for sensitive code. When to Use "Security audit" "Check for vulnerabilities" "Is this secure?" "Review authentication code" "Check for injection attacks" Before handling auth, payments, user data After adding security-sensitive features Workflow Overview ┌─────────┐ ┌───────────┐ │ aegis │───▶│ arbiter │ │ │ │ │ └─────────┘ └───────────┘ Security Verify audit fixes Agent Sequence Agent R...
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4423 hugging-face-tool-builder huggingface/skills
Hugging Face API Tool Builder Your purpose is now is to create reusable command line scripts and utilities for using the Hugging Face API, allowing chaining, piping and intermediate processing where helpful. You can access the API directly, as well as use the hf command line tool. Model and Dataset cards can be accessed from repositories directly. Script Rules Make sure to follow these rules: Scripts must take a --help command line argument to describe their inputs and outputs Non-destructiv...
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4424 pr-status-triage vercel/next.js
PR Status Triage Use this skill when the user asks about PR status, CI failures, or review comments in the Next.js monorepo. Workflow Run node scripts/pr-status.js (or node scripts/pr-status.js <number> ). Read generated files in scripts/pr-status/ . Prioritize blocking jobs first: build, lint, types, then test jobs. Treat failures as real until disproven; check the "Known Flaky Tests" section before calling anything flaky. Reproduce locally with the same mode and env vars as CI. After addressin...
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4425 capability-evolver evomap/evolver
🧬 Capability Evolver "Evolution is not optional. Adapt or die." The Capability Evolver is a meta-skill that allows OpenClaw agents to inspect their own runtime history, identify failures or inefficiencies, and autonomously write new code or update their own memory to improve performance. Features Auto-Log Analysis : Automatically scans memory and history files for errors and patterns. Self-Repair : Detects crashes and suggests patches. GEP Protocol: Standardized evolution with reusable assets. O...
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4426 risk-assessment anthropics/knowledge-work-plugins
Risk Assessment Systematically identify, assess, and plan mitigations for operational risks. Risk Assessment Matrix Low Impact Medium Impact High Impact High Likelihood Medium High Critical Medium Likelihood Low Medium High Low Likelihood Low Low Medium Risk Categories Operational : Process failures, staffing gaps, system outages Financial : Budget overruns, vendor cost increases, revenue impact Compliance : Regulatory violations, audit findings, policy breaches Strategic : Market changes, compe...
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4427 statsmodels davila7/claude-code-templates
Statsmodels: Statistical Modeling and Econometrics Overview Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods. Apply this skill for rigorous statistical analysis, from simple linear regression to complex time series models and econometric analyses. When to Use This Skill This skill should be used when: Fitting regression models (OLS, WLS, GLS, quantile regression) Performing ...
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4428 team-assemble ai-native-camp/camp-2
Team Assemble 작업을 분석하여 전문가 팀을 동적으로 구성하고 TeamCreate 기반으로 즉시 실행하는 스킬. When to Use 독립적인 하위 작업 2개 이상으로 분해 가능한 복잡한 태스크 리서치 + 구현 + 검증처럼 역할 분리가 명확한 작업 병렬 실행으로 시간을 절약할 수 있는 작업 사용하지 말 것: 단일 파일 수정, 간단한 질문, 순차적으로만 가능한 작업 Workflow digraph team_assemble { rankdir = TB ; "사용자 입력" [ shape = doublecircle ] ; "Phase 1:\n작업 분석 & 팀 설계" [ shape = box ] ; "사용자 승인?" [ shape = diamond ] ; "Phase 2:\nTeamCreate & TaskCreate" [ shape = box ] ; "Phase 3:\nTeammate 실행" [ shape = box ] ; "Phase 4:\n결과 종합 & 정리" [ shape = bo...
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4429 process-optimization anthropics/knowledge-work-plugins
Process Optimization Analyze existing processes and recommend improvements. Analysis Framework 1. Map Current State Document every step, decision point, and handoff Identify who does what and how long each step takes Note manual steps, approvals, and waiting times 2. Identify Waste Waiting : Time spent in queues or waiting for approvals Rework : Steps that fail and need to be redone Handoffs : Each handoff is a potential point of failure or delay Over-processing : Steps that add no value Manual ...
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4430 personal-finance-coach erichowens/some_claude_skills
Personal Finance Coach Expert personal finance coach grounded in academic research and quantitative analysis, not platitudes. Integrations Works with: tech-entrepreneur-coach-adhd, project-management-guru-adhd Python Dependencies pip install numpy scipy pandas When to Use This Skill Use for: Portfolio optimization and asset allocation Tax-advantaged account strategies Retirement withdrawal mathematics FIRE calculations and planning Tax-loss harvesting analysis Emergency fund sizing Factor...
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4431 drupal-expert madsnorgaard/agent-resources
Drupal Development Expert You are an expert Drupal developer with deep knowledge of Drupal 10 and 11. Research-First Philosophy CRITICAL: Before writing ANY custom code, ALWAYS research existing solutions first. When a developer asks you to implement functionality: Ask the developer: "Have you checked drupal.org for existing contrib modules that solve this?" Offer to research: "I can help search for existing solutions before we build custom code." Only proceed with custom code after confirm...
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4432 copywriter shipshitdev/library
Copywriter Skill You are an expert copywriter and brand voice guardian, specializing in direct, conversion-focused copy that adapts to each project's brand voice and tone. Project Context Discovery Before writing copy, discover the project's brand voice: Scan Project Documentation: Check .agents/SYSTEM/ARCHITECTURE.md for brand guidelines Look for brand voice documentation in project docs Review .agents/SOP/ for copywriting standards Check for existing copy examples Identify Brand Voice: Review ...
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4433 gsap-fundamentals bbeierle12/skill-mcp-claude
GSAP Fundamentals Core animation concepts with GreenSock Animation Platform. Quick Start npm install gsap import gsap from 'gsap'; // Basic tween gsap.to('.box', { x: 200, duration: 1, ease: 'power2.out' }); Core Concepts Tween Types Method Description Use Case gsap.to() Animate from current → target Most common gsap.from() Animate from target → current Entrance animations gsap.fromTo() Animate from defined start → end Full control gsap.set() Instantly set properties Initial state Bas...
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4434 session-analyzer ai-native-camp/camp-2
Session Analyzer Skill Post-hoc analysis tool for validating Claude Code session behavior against SKILL.md specifications. Purpose Analyze completed sessions to verify: Expected vs Actual Behavior - Did the skill follow SKILL.md workflow? Component Invocations - Were SubAgents, Hooks, and Tools called correctly? Artifacts - Were expected files created/deleted? Bug Detection - Any unexpected errors or deviations? Input Requirements Parameter Required Description sessionId YES UUID of the session ...
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4435 planning-agent parcadei/continuous-claude-v3
Note: The current year is 2025. When researching best practices, use 2024-2025 as your reference timeframe. Plan Agent You are a planning agent spawned to create an implementation plan based on conversation context. You research the codebase, create a detailed plan, and write a handoff before returning. What You Receive When spawned, you will receive: Conversation context - What the user wants to build (feature description, requirements, constraints) Continuity ledger (if exists) - Current ...
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4436 moe-training davila7/claude-code-templates
MoE Training: Mixture of Experts When to Use This Skill Use MoE Training when you need to: Train larger models with limited compute (5× cost reduction vs dense models) Scale model capacity without proportional compute increase Achieve better performance per compute budget than dense models Specialize experts for different domains/tasks/languages Reduce inference latency with sparse activation (only 13B/47B params active in Mixtral) Implement SOTA models like Mixtral 8x7B, DeepSeek-V3, Switch T...
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4437 n8n-conventions n8n-io/n8n
n8n Quick Reference 📚 Full Documentation: General: /AGENTS.md - Architecture, commands, workflows Frontend: /packages/frontend/AGENTS.md - CSS variables, timing Use this skill when you need quick reminders on critical patterns. Critical Rules (Must Follow) TypeScript: Never any → use unknown Prefer satisfies over as (except tests) Shared types in @n8n/api-types Error Handling: import { UnexpectedError } from 'n8n-workflow' ; throw new UnexpectedError ( 'message' , { extra : { context } } ) ; // ...
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4438 gradle-build-performance new-silvermoon/awesome-android-agent-skills
No SKILL.md available for this skill. View on GitHub
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4439 data-pipeline claude-office-skills/skills
Data Pipeline Build data pipelines and ETL workflows for data integration, transformation, and analytics automation. Based on n8n's data workflow templates. Overview This skill covers: Data extraction from multiple sources Transformation and cleaning Loading to destinations Scheduling and monitoring Error handling and alerts ETL Patterns Basic ETL Flow ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ EXTRACT │───▶│ TRANSFORM │───▶│ LOAD │ │ │ │ │ ...
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4440 parallel-agents davila7/claude-code-templates
Native Parallel Agents Orchestration through Claude Code's built-in Agent Tool Overview This skill enables coordinating multiple specialized agents through Claude Code's native agent system. Unlike external scripts, this approach keeps all orchestration within Claude's control. When to Use Orchestration ✅ Good for: Complex tasks requiring multiple expertise domains Code analysis from security, performance, and quality perspectives Comprehensive reviews (architecture + security + testing) F...
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4441 kafka-engineer 404kidwiz/claude-supercode-skills
Kafka Engineer Purpose Provides Apache Kafka and event streaming expertise specializing in scalable event-driven architectures and real-time data pipelines. Builds fault-tolerant streaming platforms with exactly-once processing, Kafka Connect, and Schema Registry management. When to Use Designing event-driven microservices architectures Setting up Kafka Connect pipelines (CDC, S3 Sink) Writing stream processing apps (Kafka Streams / ksqlDB) Debugging consumer lag, rebalancing storms, or broker...
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4442 copywriting kostja94/marketing-skills
Copywriting You are an expert conversion copywriter. Your goal is to write marketing copy that is clear, compelling, and drives action. Before Writing Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Gather this context (ask if not provided): 1. Page Purpose What type of pag...
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4443 task-execution-engine davila7/claude-code-templates
Feature Pipeline Execute implementation tasks directly from design documents. Tasks are managed as markdown checkboxes - no separate session files needed. Quick Reference Get next task python3 scripts/task_manager.py next --file <design.md> Mark task completed python3 scripts/task_manager.py done --file <design.md> --task "Task Title" Mark task failed python3 scripts/task_manager.py fail --file <design.md> --task "Task Title" --reason "..." Show status python3 scripts/task_manager.py st...
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4444 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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4445 static-code-analysis aj-geddes/useful-ai-prompts
Use automated tools to analyze code without executing it, catching bugs, security issues, and style violations early. When to Use - Enforcing coding standards - Security vulnerability detection - Bug prevention - Code review automation - CI/CD pipelines - Pre-commit hooks - Refactoring assistance Implementation Examples 1. ESLint Configuration ``` // .eslintrc.js module.exports = { extends: [ 'eslint:recommended', 'plugin:@typescript-eslint/recommended', 'plugin:secur...
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4446 react-router-data-mode remix-run/agent-skills
React Router Data Mode Data mode uses createBrowserRouter and RouterProvider to enable data loading, actions, and pending UI without the framework's Vite plugin. This is ideal for existing React applications that want to add data loading and mutation capabilities. When to Apply Using createBrowserRouter with route objects Loading data with loader property on routes Handling mutations with action property Navigating with <Link> , <NavLink> , <Form> , redirect , and useNavigate Implementing pendin...
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4447 redis-js upstash/redis-js
Upstash Redis SDK - Complete Skills Guide This directory contains comprehensive guides for using the @upstash/redis SDK. These skill files are designed to help developers and AI assistants understand and use the SDK effectively. Installation npm install @upstash/redis Quick Start Basic Initialization import { Redis } from "@upstash/redis"; // Initialize with explicit credentials const redis = new Redis({ url: "UPSTASH_REDIS_REST_URL", token: "UPSTASH_REDIS_REST_TOKEN", }); // Or initial...
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4448 content-digest ai-native-camp/camp-2
Content Digest 콘텐츠 → Quiz-First 학습 → 선택적 깊이 탐색 → 근본 개념 확장. Task Agent 기반 설계 : 긴 컨텍스트는 subagent가 처리하고, 메인 세션은 최종 결론만 소비 아키텍처 원칙 Context Separation : 긴 자막/본문은 Task agent가 처리, 메인 세션은 가벼운 md 파일만 Read Clean Transcript : 자막에서 번호, 시간 제거 → 순수 영어 텍스트만 추출 Web Research Integration : 추출된 키워드로 자동 웹 리서치 Single Output : 모든 처리 결과는 단일 md 파일로 저장 지원 콘텐츠 타입 추출 방법 저장 경로 YouTube Task agent (yt-dlp + 정제) research/digests/youtube/ X/Twitter fetch-tweet 스킬 (api.fxtwitter.com) research/digests/tweet/ Webpage Task agent (...
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4449 remember alirezarezvani/claude-skills
Memory Keeper You are an expert prompt engineer and keeper of domain-organized Memory Instructions that persist across VS Code contexts. You maintain a self-organizing knowledge base that automatically categorizes learnings by domain and creates new memory files as needed. Scopes Memory instructions can be stored in two scopes: Global ( global or user ) - Stored in <global-prompts> ( vscode-userdata:/User/prompts/ ) and apply to all VS Code projects Workspace ( workspace or ws ) - Stored in <wor...
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4450 langsmith-observability davila7/claude-code-templates
LangSmith - LLM Observability Platform Development platform for debugging, evaluating, and monitoring language models and AI applications. When to use LangSmith Use LangSmith when: Debugging LLM application issues (prompts, chains, agents) Evaluating model outputs systematically against datasets Monitoring production LLM systems Building regression testing for AI features Analyzing latency, token usage, and costs Collaborating on prompt engineering Key features: Tracing : Capture inputs, outputs...
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