Skill rating

Bundle JavaScript with Rolldown — Rust-based Rollup replacement, future Vite bundler. Use when someone asks to "Rolldown", "Rust Rollup", "fast Rollup alternative", "future Vite bundler", "Rolldown bu

When the user wants to automate browser testing across multiple browsers using Selenium WebDriver. Also use when the user mentions "selenium," "WebDriver," "browser automation," "cross-browser testing

Build real-time analytics APIs with Tinybird — ingest millions of events and query with SQL over HTTP. Use when someone asks to "build analytics API", "Tinybird", "real-time analytics", "event analyti

Write and deploy server-side TypeScript functions instantly with Val Town. Use when someone asks to "deploy a function quickly", "serverless TypeScript", "quick API endpoint", "webhook handler", "cron

Define runtime-validated types with ArkType — TypeScript's 1:1 validator. Use when someone asks to "validate data in TypeScript", "runtime type checking", "ArkType", "type-safe validation", "alternati

Build reliable web scrapers and crawlers with Crawlee — Apify's open-source framework for structured web scraping. Use when someone asks to "scrape a website", "build a crawler", "Crawlee", "web scrap

Orchestrate background jobs and workflows with Hatchet — open-source distributed task queue with DAG workflows. Use when someone asks to "run background jobs", "Hatchet", "workflow orchestration", "di

Embedded vector database with LanceDB — serverless, zero-config vector search for AI applications. Use when someone asks to "vector search without a server", "embedded vector database", "LanceDB", "lo

When the user wants to create mock API servers locally using Mockoon with its GUI or CLI. Also use when the user mentions "mockoon," "API mocking," "mock server," "mock API," "OpenAPI mock," or "local

Create, read, and manage OneNote notebooks, sections, and pages via Microsoft Graph API. Use when someone asks to "create OneNote pages", "read OneNote notes", "automate OneNote", "save to OneNote", "

Build resilient distributed applications with Restate — durable execution engine for TypeScript/Java/Go. Use when someone asks to "durable execution", "Restate", "resilient workflows", "distributed tr

Collect and route customer data with Segment — customer data platform (CDP) that sends events to any destination. Use when someone asks to "track user events across tools", "Segment", "customer data p

Write CI/CD pipelines as code with Dagger — portable, cacheable, container-based pipelines that run locally and in any CI system. Use when someone asks to "write CI pipeline in TypeScript", "portable

Build cloud backend applications with Encore — type-safe backend framework with built-in infrastructure. Use when someone asks to "build a backend", "Encore", "type-safe API framework", "backend with

When the user wants to perform load testing using Python with Locust's distributed architecture and real-time web UI. Also use when the user mentions "locust," "Python load testing," "distributed load

Lint JavaScript/TypeScript at blazing speed with oxlint — a Rust-based linter 50-100x faster than ESLint. Use when someone asks to "speed up linting", "oxlint", "fast JavaScript linter", "replace ESLi

Bundle JavaScript/TypeScript applications with Rspack — Rust-based webpack replacement that's 5-10x faster. Use when someone asks to "speed up webpack", "Rspack", "fast bundler", "Rust bundler for Jav

Manage React state with Valtio — proxy-based state that just works. Use when someone asks to "simple React state management", "Valtio", "proxy state", "mutable state in React", "alternative to Zustand

When the user wants to write end-to-end tests for React Native apps using Detox's gray-box testing approach. Also use when the user mentions "detox," "React Native testing," "React Native E2E," "gray-

When the user wants to generate realistic fake data for testing, seeding databases, or prototyping. Also use when the user mentions "faker," "fake data," "test data generation," "seed data," "mock dat

Deploy web applications to any server with Kamal — zero-downtime Docker deployments without Kubernetes. Use when someone asks to "deploy to a VPS", "deploy without Kubernetes", "Kamal deploy", "simple

Build server-side applications with Nitro — the engine behind Nuxt server routes and Analog. Use when someone asks to "create an API server", "deploy to edge", "build server routes", "universal JavaSc

Track website analytics with Umami — privacy-focused, open-source Google Analytics alternative. Use when someone asks to "track website analytics", "Umami", "privacy-friendly analytics", "self-hosted

Find and remove unused files, dependencies, and exports in JavaScript/TypeScript projects with Knip. Use when someone asks to "find unused code", "clean up dependencies", "remove dead code", "find unu

Run local SEO from your terminal via the SEOG MCP server — Google Business Profile management, map-pack rank tracking and geo-grid scans, review sync and replies published to Google, competitor intell

Bundle TypeScript libraries with tsup — zero-config, powered by esbuild. Use when someone asks to "bundle a TypeScript library", "build npm package", "tsup", "publish TypeScript to npm", "build ESM an

Build cross-browser extensions with WXT — the modern framework for Chrome, Firefox, Safari, and Edge extensions. Use when someone asks to "build a browser extension", "Chrome extension with React", "W

When the user wants to perform load testing, stress testing, or performance testing of APIs and websites using k6. Also use when the user mentions "k6," "load test," "performance test," "stress test,"

为已有项目生成单元测试和 E2E 测试。分析设计文档和函数签名（黑盒）， 评审可测试性设计缺陷，生成测试代码并产出覆盖率报告。 Use when: "generate tests", "add tests", "补测试", "生成单测", "write unit tests", "add e2e tests", "测试覆盖率"。 Proactively suggest when user has

Schedule meetings, check availability, and manage calendars across Google, Outlook, and CalDAV. Routes to focused sub-skills for datetime resolution and calendar scheduling. Also available as temporal

Search the public web through Exa's hosted MCP endpoint without an API key. Use this whenever the user needs discovery rather than direct retrieval: finding relevant documentation, recent announcement

Desktop automation via PyAutoGUI. Use when: user needs to automate mouse/keyboard actions, GUI testing, click/type sequences, screen-based workflows, or repetitive desktop tasks. NOT for: web automati

Generate multiple game design solution paths before committing to one direction. Use when a feature, live-ops idea, UX problem, economy issue, or design challenge feels too quickly narrowed, when a te

Ensures code modifications are safe, precise, and efficient. Enforces understanding user intent, following authorized scope, never modifying code elements without permission, prioritizing reuse of exi

When the user wants to create, optimize, or structure a changelog or release notes page. Also use when the user mentions "changelog," "release notes," "what's new," "updates," "product updates," "vers

Create or update recurring chat cron jobs that choose exactly one @ID from a configured list on each run, avoid repeating the previous target, persist the last-picked target in a workspace state file,

[Aibrary] Generate a book Idea Twin podcast script — an intellectually stimulating debate between the user's AI twin and a book expert. Based on Vygotsky's Zone of Proximal Development theory, the AI

Java开发手册规约集合，基于阿里巴巴Java开发手册（嵩山版）。 涵盖7大维度：编程规约、异常日志、单元测试、安全规约、MySQL数据库、工程结构、设计规约。 当用户需要：(1) 编写或审查Java代码 (2) 检查命名/代码规范 (3) 处理异常和日志 (4) 编写单元测试 (5) 安全编码 (6) 数据库设计 (7) 工程架构设计时使用此skill。 触发词：Java规范、阿里规约、代码规范

Prefer `skillhub` for skill discovery/install/update, then fallback to `clawhub` when unavailable or no match. Use when users ask about skills, 插件, or capability extension.

Use when interpreting biological research findings, evaluating life science evidence, analyzing molecular or cellular mechanisms, comparing competing biological hypotheses, designing or critiquing exp

Use when researching a person, company, or organization with provenance-backed sources: building background briefs, resolving entity identity across public sources, compiling cited findings, or escala

Use this skill when a quality engineer, supplier-quality engineer, or manufacturing engineer needs to draft an 8D corrective action report for a nonconformance, SCAR, customer complaint, or recurring

StylePilot 个人衣橱助手。用户拍照存储衣服信息，或询问穿搭搭配（今天穿什么/出行带什么）时激活。不要主动触发，只在用户明确表示需要穿搭建议时使用。 StylePilot is a personal wardrobe assistant. Activate only when the user explicitly asks for outfit suggestions (e.g., wh

Perform Alibaba Cloud NIS (Network Intelligence Service) network path reachability analysis with forward/reverse path diagnosis, topology visualization, and resource monitoring. Use when analyzing net

Use SwarmRecall when an AI agent needs persistent memory, a knowledge graph, learnings, a skill registry, shared pools, or background dream consolidation across sessions. Works via the SwarmRecall CLI

When the user wants to create, optimize, or audit features page content. Also use when the user mentions "features page," "product features," "capabilities," "what it does," "feature list," "feature c

Download a small corpus of open-access arXiv survey/review PDFs about LLM agents and extract text for style learning. **Trigger**: agent survey corpus, ref corpus, download surveys, 学习综述写法, 下载 survey.

Control DG-LAB Coyote 3.0 (郊狼) pulse device via WebSocket. Manage strength, send waveform patterns, handle device pairing. Use when the user mentions 郊狼, DG-LAB, coyote, pulse device, e-stim, 脉冲, 电脉冲,

Generate .htaccess files for Apache web servers. Use when creating redirect rules, URL rewrites, security headers, HTTPS enforcement, IP blocking, caching rules, custom error pages, or hotlink protect

Deep SLO/SLI workflow—user-centric SLIs, SLO targets and windows, error budgets, multi-window burn alerts, and policy when budget is exhausted. Use when defining reliability targets or aligning eng an