Overview CLI FAQ

Agent Skills 排行榜 · 关键词 + 语义搜索

按 / 聚焦搜索框
正在使用 AI 进行语义搜索...
21,437
总 Skills
35.3M
总安装量
2,441
贡献者
# Skill 仓库 描述 安装量
7051 alicloud-ai-image-qwen-image-edit-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/image/alicloud-ai-image-qwen-image-edit Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, response...
 287
7052 alicloud-security-cloudfw-test cinience/alicloud-skills
Category: test CloudFW Minimal Viable Test Prerequisites AK/SK and region are configured. GoalsSkill: skills/security/firewall/alicloud-security-cloudfw/ 。 Test Steps 先跑元数据 API 列表脚本。 选择一个只读列表/详情 API 执行。 记录请求摘要和响应摘要。 Expected Results 可拿到资源列表或明确无权限提示。
 287
7053 alicloud-ai-misc-crawl-and-skill-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/misc/alicloud-ai-misc-crawl-and-skill Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, response s...
 287
7054 tangzhan-skill-opencodeinsights tangc/tangzhan-skills
OpenCode Insights Analyst Role You are an elite Developer Productivity Analyst and Strategic Coach. Your goal is to analyze the user's OpenCode session history to generate a "OpenCode Insights" HTML report. Capabilities You verify and analyze: Work Patterns : identifying what projects/modules the user worked on. Tool Usage : analyzing which tools (Bash, Edit, Read, etc.) were used and how. Friction Points : finding errors, interruptions, user rejections, and "babysitting" moments. Strategic Hori...
 287
7055 bencium-controlled-ux-designer bencium/bencium-claude-code-design-skill
UX Designer Expert UI/UX design skill that helps create unique, accessible, and thoughtfully designed interfaces. This skill emphasizes design decision collaboration, breaking away from generic patterns, and building interfaces that stand out while remaining functional and accessible. Core Philosophy CRITICAL: Design Decision Protocol ALWAYS ASK before making any design decisions (colors, fonts, sizes, layouts) Never implement design changes until explicitly instructed The guidelines below are p...
 287
7056 math-router parcadei/continuous-claude-v3
Math Router ALWAYS use this router first for math requests. Instead of reading individual skill documentation, call the router to get the exact command: Usage Route any math intent to get the CLI command uv run python scripts/cc_math/math_router.py route "<user's math request>" Example Workflow User says: "integrate sin(x) from 0 to pi" You run: uv run python scripts/cc_math/math_router.py route "integrate sin(x) from 0 to pi" Router returns: { "command": "uv run python scripts/cc_math/sy...
 287
7057 implement_plan parcadei/continuous-claude-v3
Implement Plan You are tasked with implementing an approved technical plan from thoughts/shared/plans/. These plans contain phases with specific changes and success criteria. Execution Modes You have two execution modes: Mode 1: Direct Implementation (Default) For small plans (3 or fewer tasks) or when user requests direct implementation. You implement each phase yourself Context accumulates in main conversation Use this for quick, focused implementations Mode 2: Agent Orchestration (Recom...
 287
7058 vulnerability-scanning aj-geddes/useful-ai-prompts
Vulnerability Scanning Overview Systematically identify security vulnerabilities in applications, dependencies, and infrastructure using automated scanning tools and manual security assessments. When to Use Pre-deployment security checks Continuous security monitoring Compliance audits (PCI-DSS, SOC 2) Dependency vulnerability detection Container security scanning Infrastructure security assessment Implementation Examples 1. Node.js Vulnerability Scanner // scanner.js - Comprehensive vulnerabi...
 287
7059 payment-gateway-integration aj-geddes/useful-ai-prompts
Payment Gateway Integration Overview Build secure payment processing systems with major payment providers (Stripe, PayPal, Square), handling transactions, subscriptions, webhooks, PCI compliance, and error scenarios across different backend frameworks. When to Use Processing customer payments Implementing subscription billing Building e-commerce platforms Handling refunds and disputes Managing recurring charges Integrating payment webhooks Instructions 1. Stripe Integration with Python/Flask ...
 287
7060 income-tax kazukinagata/shinkoku
所得税計算（Income Tax Calculation） 事業所得・各種控除から所得税額を計算するスキル。 settlement スキルで決算書の作成が完了していることを前提とする。 計算結果は /e-tax スキル（Claude in Chrome）で確定申告書等作成コーナーに入力する。 設定の読み込み（最初に実行） shinkoku.config.yaml を Read ツールで読み込む ファイルが存在しない場合は /setup スキルの実行を案内して終了する 設定値を把握し、相対パスは CWD を基準に絶対パスに変換する: db_path : CLI スクリプトの --db-path 引数に使用 output_dir : 進捗ファイル等の出力先ベースディレクトリ 各ディレクトリ: ファイル参照時に使用 パス解決の例 config の db_path が ./shinkoku.db で CWD が /home/user/tax-2025/ の場合: shinkoku tax calc-income --input /home/user/tax-2025/output/income...
 287
7061 c4-architecture davila7/claude-code-templates
C4 Architecture Documentation Generate software architecture documentation using C4 model diagrams in Mermaid syntax. Workflow Understand scope - Determine which C4 level(s) are needed based on audience Analyze codebase - Explore the system to identify components, containers, and relationships Generate diagrams - Create Mermaid C4 diagrams at appropriate abstraction levels Document - Write diagrams to markdown files with explanatory context C4 Diagram Levels Select the appropriate level based on...
 287
7062 superpowers-lab sickn33/antigravity-awesome-skills
Superpowers Lab Overview Lab environment for Claude superpowers When to Use This Skill Use this skill when you need to work with lab environment for claude superpowers. Instructions This skill provides guidance and patterns for lab environment for claude superpowers. For more information, see the source repository .
 287
7063 web-security-testing sickn33/antigravity-awesome-skills
Web Security Testing Workflow Overview Specialized workflow for testing web applications against OWASP Top 10 vulnerabilities including injection attacks, XSS, broken authentication, and access control issues. When to Use This Workflow Use this workflow when: Testing web application security Performing OWASP Top 10 assessment Conducting penetration tests Validating security controls Bug bounty hunting Workflow Phases Phase 1: Reconnaissance Skills to Invoke scanning-tools - Security scanning top...
 287
7064 gsap-scrolltrigger freshtechbro/claudedesignskills
GSAP ScrollTrigger When to Use This Skill Apply when implementing scroll-driven animations: triggering tweens/timelines on scroll, pinning elements, scrubbing animation to scroll position, or when the user mentions ScrollTrigger, scroll animations, or pinning. When the user asks for scroll-based animation or parallax without specifying a library, recommend GSAP and use ScrollTrigger.
 287
7065 fork-discipline jezweb/claude-skills
Fork Discipline Audit the core/client boundary in multi-client codebases. Every multi-client project should have a clean separation between shared platform code (core) and per-deployment code (client). This skill finds where that boundary is blurred and shows you how to fix it. The Principle project/ src/ ← CORE: shared platform code. Never modified per client. config/ ← DEFAULTS: base config, feature flags, sensible defaults. clients/ client-name/ ← CLIENT: everything that v...
 287
7066 ads-microsoft agricidaniel/claude-ads
Microsoft Ads Deep Analysis Process Collect Microsoft Ads data (account export, UET tag status, import results) Read ads/references/microsoft-audit.md for full 20-check audit Read ads/references/benchmarks.md for Microsoft-specific benchmarks Read ads/references/scoring-system.md for weighted scoring Evaluate all applicable checks as PASS, WARNING, or FAIL Calculate Microsoft Ads Health Score (0-100) Generate findings report with action plan What to Analyze Technical Setup (25% weight) UET tag i...
 287
7067 copilot-sdk intellectronica/agent-skills
GitHub Copilot SDK Embed Copilot's agentic workflows in any application using Python, TypeScript, Go, or .NET. Overview The GitHub Copilot SDK exposes the same engine behind Copilot CLI: a production-tested agent runtime you can invoke programmatically. No need to build your own orchestration - you define agent behavior, Copilot handles planning, tool invocation, file edits, and more. Prerequisites GitHub Copilot CLI installed and authenticated ( Installation guide ) Language runtime : Node.js 1...
 287
7068 systemic-worldbuilding jwynia/agent-skills
Systemic Worldbuilding: Cascading Consequences Skill You help writers build speculative worlds by systematically tracing how initial changes ripple through society across multiple domains and timescales. Rather than simply introducing novel elements, this approach explores how they would realistically transform everything they touch. Core Principle "A good science fiction story should be able to predict not the automobile, but the traffic jam." - Frederik Pohl The power of speculative fictio...
 287
7069 knitwork-x hairyf/knitwork-x
knitwork-x provides programmatic code generation for JavaScript and TypeScript. It is forked from knitwork and adds comprehensive TypeScript helpers: ESM (import/export), strings, variables, classes, interfaces, functions, types, control flow (if/try/loop/switch), and serialization (object/array/map/set). All gen* functions return strings suitable for splicing into source; they are pure and do not mutate inputs. Use this skill when an agent needs to generate code strings (e.g. for codegen tools,...
 286
7070 wix-cli-extension-registration wix/skills
Wix App Registration After creating any extension file, you must update the main src/extensions.ts file to register the extension with the app. Why Registration Matters The Wix CLI discovers extensions through the src/extensions.ts file — it's the single entry point that tells the build system which extensions exist. Without registration: Dashboard pages won't appear in the sidebar Site widgets won't show in the Wix Editor Service plugins won't be called during checkout flows Event handlers won'...
 286
7071 create-agent-skills glittercowboy/taches-cc-resources
<essential_principles> How Skills Work Skills are modular, filesystem-based capabilities that provide domain expertise on demand. This skill teaches how to create effective skills. 1. Skills Are Prompts All prompting best practices apply. Be clear, be direct, use XML structure. Assume Claude is smart - only add context Claude doesn't have. 2. SKILL.md Is Always Loaded When a skill is invoked, Claude reads SKILL.md. Use this guarantee: Essential principles go in SKILL.md (can't be skipped) Workfl...
 286
7072 alicloud-network-dns-cli-test cinience/alicloud-skills
Category: test DNS CLI Minimal Viable Test Prerequisites aliyun CLI is installed and configured. AK/SK is configured. GoalsSkill: skills/network/dns/alicloud-network-dns-cli/ 。 Test Steps 执行 aliyun alidns DescribeSubDomainRecords --DomainName <domain> --SubDomain <sub> 。 若无记录，再执行一次空返回验证。 记录 request id 和返回条目数。 Expected Results 命令可执行，返回 JSON 或明确权限错误。
 286
7073 alicloud-ai-audio-tts-realtime-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/audio/alicloud-ai-audio-tts-realtime Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, response su...
 286
7074 alicloud-ai-audio-tts-voice-design-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/audio/alicloud-ai-audio-tts-voice-design Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, respons...
 286
7075 software-crypto-web3 vasilyu1983/ai-agents-public
Software Crypto/Web3 Engineering Use this skill to design, implement, and review secure blockchain systems: smart contracts, on-chain/off-chain integration, custody and signing, testing, audits, and production operations. Defaults to: security-first development, explicit threat models, comprehensive testing (unit + integration + fork + fuzz/invariants), formal methods when high-value, upgrade safety (timelocks, governance, rollback plans), and defense-in-depth for key custody and signing. Qui...
 286
7076 frontend-ui-animator julianromli/ai-skills
Frontend UI Animator Implement purposeful, performant animations that enhance UX without overwhelming users. Focus on key moments: hero intros, hover feedback, content reveals, and navigation transitions. Core Philosophy "You don't need animations everywhere" - Prioritize: Priority Area Purpose 1 Hero Intro First impression, brand personality 2 Hover Interactions Feedback, discoverability 3 Content Reveal Guide attention, reduce cognitive load 4 Background Effects Atmosphere, depth 5 Navigat...
 286
7077 complete-skill parcadei/continuous-claude-v3
complete-skill When to Use Test the entire persistence pipeline Instructions Do this Then that
 286
7078 fix parcadei/continuous-claude-v3
Fix Lint and Formatting Instructions Run yarn prettier to fix formatting Run yarn linc to check for remaining lint issues Report any remaining manual fixes needed Common Mistakes Running prettier on wrong files - yarn prettier only formats changed files Ignoring linc errors - These will fail CI, fix them before committing
 286
7079 build parcadei/continuous-claude-v3
Build - Workflow Orchestrator You are a workflow orchestrator that chains existing skills for feature development. You coordinate the execution of multiple skills in sequence, passing handoffs between them and pausing for human checkpoints at phase boundaries. Invocation /build <mode> [options] [description] Question Flow (No Arguments) If the user types just /build with no or partial arguments, guide them through this question flow to infer the right configuration. Use AskUserQuestion for e...
 286
7080 zotero-paper-reader fuzhiyu/researchprojecttemplate
Read and analyze academic papers directly from the Zotero library. This skill handles the complete workflow from searching Zotero to converting PDFs to readable markdown format. When to Use Use this skill when the user requests to: - "Read this paper from Zotero" - "Find and read [paper title]" - "Access [author name] paper" - "Get the paper about [topic]" - "Convert [paper] from Zotero to markdown" Workflow Step 1: Search Zotero Library Use the Zotero MCP tools to search for the pa...
 286
7081 java-dev doccker/cc-use-exp
Java 开发规范 参考来源: Google Java Style Guide、阿里巴巴 Java 开发手册 工具链 Maven mvn clean compile 编译 mvn test 运行测试 mvn verify 运行所有检查 Gradle ./gradlew build 构建 ./gradlew test 运行测试 命名约定 类型 规则 示例 包名 全小写，域名反转 com.example.project 类名 大驼峰，名词/名词短语 UserService, HttpClient 方法名 小驼峰，动词开头 findById, isValid 常量 全大写下划线分隔 MAX_RETRY_COUNT 布尔返回值 is/has/can 前缀 isActive(), hasPermission() 类成员顺序 public clas...
 286
7082 real-time-features aj-geddes/useful-ai-prompts
Real-Time Features Overview Implement real-time bidirectional communication between clients and servers for instant data synchronization and live updates. When to Use Chat and messaging applications Live dashboards and analytics Collaborative editing (Google Docs-style) Real-time notifications Live sports scores or stock tickers Multiplayer games Live auctions or bidding systems IoT device monitoring Real-time location tracking Technologies Comparison Technology Direction Use Case Browser Supp...
 286
7083 notebooklm davila7/claude-code-templates
NotebookLM Research Assistant Skill Interact with Google NotebookLM to query documentation with Gemini's source-grounded answers. Each question opens a fresh browser session, retrieves the answer exclusively from your uploaded documents, and closes. When to Use This Skill Trigger when user: Mentions NotebookLM explicitly Shares NotebookLM URL ( https://notebooklm.google.com/notebook/... ) Asks to query their notebooks/documentation Wants to add documentation to NotebookLM library Uses phrases li...
 286
7084 php-pro sickn33/antigravity-awesome-skills
PHP Pro Senior PHP developer with deep expertise in PHP 8.3+, Laravel, Symfony, and modern PHP patterns with strict typing and enterprise architecture. Role Definition You are a senior PHP developer with 10+ years of experience building enterprise applications. You specialize in PHP 8.3+ with strict typing, Laravel/Symfony frameworks, async patterns (Swoole, ReactPHP), and PSR standards. You build scalable, maintainable applications with PHPStan level 9 compliance and 80%+ test coverage. Whe...
 286
7085 supermemory-cli supermemoryai/skills
The Supermemory CLI is the complete interface to Supermemory from the terminal. It lets you add memories, search, manage documents, configure projects, connect external data sources, and administer teams — all programmatically. Installation & Auth Install globally npm install -g @supermemory/cli Authenticate (opens browser OAuth flow) supermemory login Or use an API key directly supermemory login --api-key sm_abc_xxx Check auth status supermemory whoami Configuration The CLI supports three c...
 286
7086 cloud-access-management elastic/agent-skills
Cloud Access Management Manage identity and access for an Elastic Cloud organization and its Serverless projects: invite users, assign predefined or custom roles, and manage Cloud API keys. Prerequisite: This skill assumes the cloud-setup skill has already run — EC_API_KEY is set in the environment and the organization context is established. If EC_API_KEY is missing, instruct the agent to invoke cloud-setup first. Do NOT prompt the user for an API key directly. For project creation, see the clo...
 286
7087 market-research-analysis manojbajaj95/claude-gtm-plugin
Market Research & Analysis Expert market research skill — from market sizing and competitive analysis through consumer research and professional consulting-grade reports with LaTeX formatting and visual generation. Quick Start Choose your workflow: Market Sizing — TAM/SAM/SOM calculations Competitive Analysis — Landscape mapping and positioning Consumer Research — Surveys, interviews, behavior analysis Professional Report — 50+ page consulting-style report with LaTeX + visuals Market Sizing (TAM...
 286
7088 rabbitmq-development mindrally/skills
RabbitMQ Development You are an expert in RabbitMQ and AMQP (Advanced Message Queuing Protocol) development. Follow these best practices when building message queue-based applications. Core Principles RabbitMQ is a message broker that receives messages from publishers and routes them to consumers AMQP 0-9-1 is the most commonly used protocol - an application layer protocol transmitting data in binary format Design for reliability, scalability, and fault tolerance Leave NO todos, placeholders, or...
 286
7089 sass-best-practices mindrally/skills
Sass Best Practices You are an expert in Sass (the indented syntax), CSS architecture, and maintainable stylesheet development. Key Principles Write clean, readable Sass using the indented syntax (whitespace-sensitive) Leverage Sass features to create DRY, modular stylesheets Maintain consistent indentation as it defines code structure Prioritize simplicity and clarity in style organization Sass vs SCSS Sass uses the original indented syntax: No curly braces {} No semicolons ; Indentation de...
 286
7090 skill-from-notebook gbsoss/skill-from-masters
Skill from Notebook Extract actionable methodologies from learning materials (documents, articles, videos) or quality examples (blog posts, designs, code) to generate reusable Skills. Core Philosophy: NotebookLM helps you understand. This skill helps you do. When to Use When users want to turn knowledge into executable skills: "I just read this article about code review, help me create a skill from it" "Here's a great technical blog post, extract the writing methodology" "Turn this PDF guid...
 285
7091 alicloud-ai-audio-asr cinience/alicloud-skills
Category: provider Model Studio Qwen ASR (Non-Realtime) Validation mkdir -p output/alicloud-ai-audio-asr python -m py_compile skills/ai/audio/alicloud-ai-audio-asr/scripts/transcribe_audio.py && echo "py_compile_ok" > output/alicloud-ai-audio-asr/validate.txt Pass criteria: command exits 0 and output/alicloud-ai-audio-asr/validate.txt is generated. Output And Evidence Store transcripts and API responses under output/alicloud-ai-audio-asr/ . Keep one command log or sample response per run. Use Qw...
 285
7092 firecrawl-scrape parcadei/continuous-claude-v3
firecrawl scrape Scrape one or more URLs. Returns clean, LLM-optimized markdown. Multiple URLs are scraped concurrently. When to use You have a specific URL and want its content The page is static or JS-rendered (SPA) Step 2 in the workflow escalation pattern : search → scrape → map → crawl → interact Quick start Basic markdown extraction firecrawl scrape "<url>" -o .firecrawl/page.md Main content only, no nav/footer firecrawl scrape "<url>" --only-main-content -o .firecrawl/page.md Wait for ...
 285
7093 apify vm0-ai/vm0-skills
Apify Web scraping and automation platform. Run pre-built Actors (scrapers) or create your own. Access thousands of ready-to-use scrapers for popular websites. Official docs: https://docs.apify.com/api/v2 When to Use Use this skill when you need to: Scrape data from websites (Amazon, Google, LinkedIn, Twitter, etc.) Run pre-built web scrapers without coding Extract structured data from any website Automate web tasks at scale Store and retrieve scraped data Prerequisites Create an account at...
 285
7094 integrating-jupiter jup-ag/agent-skills
Jupiter API Integration Single skill for all Jupiter APIs, optimized for fast routing and deterministic execution. Base URL : https://api.jup.ag Auth : x-api-key from portal.jup.ag ( required for Jupiter REST endpoints ) Use/Do Not Use Use when: The task requires choosing or calling Jupiter endpoints. The task involves swap, lending, perps, orders, pricing, portfolio, send, studio, lock, or routing. The user needs debugging help for Jupiter API calls. Do not use when: The task is generic Solana ...
 285
7095 manga-drama freestylefly/canghe-skills
漫剧生成器 基于 Seedance 视频生成能力，专门用于创作 漫画风格的短剧 （漫剧）。 核心功能 主角识别 ：分析提供的角色图片，提取角色特征 自动分镜 ：根据主题自动生成漫剧分镜脚本 图生视频 ：以主角图片为基础生成各分镜视频 漫画风格 ：内置漫画风格提示词模板 分镜管理 ：支持自定义分镜脚本 前置要求 需要设置 ARK_API_KEY 环境变量。 配置方式（推荐） 复制配置模板： cp .canghe-skills/.env.example .canghe-skills/.env 编辑 .canghe-skills/.env 文件，填写你的 API Key： ARK_API_KEY=your-actual-api-key-here 或使用环境变量 export ARK_API_KEY = "your-api-key" 加载优先级 系统环境变量 ( process.env ) 当前目录 .canghe-skills/.env 用户主目录 ~/.canghe-skills/.env 需要依赖技能： seedance-video-generation 使用方法 1. 快速生成漫剧（推...
 285
7096 behavioral-modes davila7/claude-code-templates
Behavioral Modes - Adaptive AI Operating Modes Purpose This skill defines distinct behavioral modes that optimize AI performance for specific tasks. Modes change how the AI approaches problems, communicates, and prioritizes. Available Modes 1. 🧠 BRAINSTORM Mode When to use: Early project planning, feature ideation, architecture decisions Behavior: Ask clarifying questions before assumptions Offer multiple alternatives (at least 3) Think divergently - explore unconventional solutions No code...
 285
7097 devops-troubleshooter sickn33/antigravity-awesome-skills
Use this skill when Working on devops troubleshooter tasks or workflows Needing guidance, best practices, or checklists for devops troubleshooter Do not use this skill when The task is unrelated to devops troubleshooter You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-pl...
 285
7098 github-actions-templates sickn33/antigravity-awesome-skills
GitHub Actions Templates Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications. Purpose Create efficient, secure GitHub Actions workflows for continuous integration and deployment across various tech stacks. When to Use Automate testing and deployment Build Docker images and push to registries Deploy to Kubernetes clusters Run security scans Implement matrix builds for multiple environments Common Workflow Patterns Pattern 1: Test Workflow name: ...
 285
7099 context-manager sickn33/antigravity-awesome-skills
Use this skill when Working on context manager tasks or workflows Needing guidance, best practices, or checklists for context manager Do not use this skill when The task is unrelated to context manager You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You ar...
 285
7100 vector-database-engineer sickn33/antigravity-awesome-skills
Vector Database Engineer Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similarity search. Use PROACTIVELY for vector search implementation, embedding optimization, or semantic retrieval systems. Do not use this skill when The task is unrelated to vector database engineer You need a different domain or tool outside this scope Instructions Clarify goals...
 285