🔍代码审查 / GitHub MCP 推荐

Create kubernetes deployment creator operations. Auto-activating skill for DevOps Advanced. Triggers on: kubernetes deployment creator, kubernetes deployment creator Part of the DevOps Advanced skill category. Use when deploying applications or services. Trigger with phrases like "kubernetes deployment creator", "kubernetes creator", "deploy kubernetes ment creator".

Configure kubernetes configmap handler operations. Auto-activating skill for DevOps Advanced. Triggers on: kubernetes configmap handler, kubernetes configmap handler Part of the DevOps Advanced skill category. Use when configuring systems or services. Trigger with phrases like "kubernetes configmap handler", "kubernetes handler", "kubernetes".

Generate dockerfile generator operations. Auto-activating skill for DevOps Basics. Triggers on: dockerfile generator, dockerfile generator Part of the DevOps Basics skill category. Use when working with dockerfile generator functionality. Trigger with phrases like "dockerfile generator", "dockerfile generator", "dockerfile".

Manage docker container basics operations. Auto-activating skill for DevOps Basics. Triggers on: docker container basics, docker container basics Part of the DevOps Basics skill category. Use when working with docker container basics functionality. Trigger with phrases like "docker container basics", "docker basics", "docker".

Create docker compose creator operations. Auto-activating skill for DevOps Basics. Triggers on: docker compose creator, docker compose creator Part of the DevOps Basics skill category. Use when working with docker compose creator functionality. Trigger with phrases like "docker compose creator", "docker creator", "docker".

Generate database schema visualizer operations. Auto-activating skill for Visual Content. Triggers on: database schema visualizer, database schema visualizer Part of the Visual Content skill category. Use when working with database schema visualizer functionality. Trigger with phrases like "database schema visualizer", "database visualizer", "database".

Profile database query profiler operations. Auto-activating skill for Performance Testing. Triggers on: database query profiler, database query profiler Part of the Performance Testing skill category. Use when working with database query profiler functionality. Trigger with phrases like "database query profiler", "database profiler", "database".

Assist with database test helper operations. Auto-activating skill for Test Automation. Triggers on: database test helper, database test helper Part of the Test Automation skill category. Use when writing or running tests. Trigger with phrases like "database test helper", "database helper", "database".

Build database schema designer operations. Auto-activating skill for Backend Development. Triggers on: database schema designer, database schema designer Part of the Backend Development skill category. Use when working with database schema designer functionality. Trigger with phrases like "database schema designer", "database designer", "database".

Generate security group generator operations. Auto-activating skill for AWS Skills. Triggers on: security group generator, security group generator Part of the AWS Skills skill category. Use when working with security group generator functionality. Trigger with phrases like "security group generator", "security generator", "security".

Generate security policy generator operations. Auto-activating skill for Security Advanced. Triggers on: security policy generator, security policy generator Part of the Security Advanced skill category. Use when working with security policy generator functionality. Trigger with phrases like "security policy generator", "security generator", "security".

Manage security benchmark runner operations. Auto-activating skill for Security Advanced. Triggers on: security benchmark runner, security benchmark runner Part of the Security Advanced skill category. Use when working with security benchmark runner functionality. Trigger with phrases like "security benchmark runner", "security runner", "security".

Generate security headers generator operations. Auto-activating skill for Security Fundamentals. Triggers on: security headers generator, security headers generator Part of the Security Fundamentals skill category. Use when working with security headers generator functionality. Trigger with phrases like "security headers generator", "security generator", "security".

根据风格描述从内置设计系统库中匹配最合适的设计系统，提供设计规范供后续设计工作使用。

Apply RustFS security lessons distilled from repository GitHub Security Advisories. Use when making or reviewing RustFS code changes, doing security checks, handling PR review for auth/authz, IAM, storage, RPC, logging, CORS, console/browser, encryption, policy, or endpoint changes, and when deciding which security regression tests are required.

Post-implementation review orchestrator. Launches 5 parallel background sub-agents: Oracle (goal/constraint verification), Oracle (code quality), Oracle (security), unspecified-high (hands-on QA execution), unspecified-high (context mining from GitHub/git/Slack/Notion). All must pass for review to pass. MUST USE before a PR handoff or when the user explicitly asks to review completed work. Triggers: 'review work', 'review my work', 'review changes', 'QA my work', 'verify implementation', 'check my work', 'validate changes', 'post-implementation review'.

Execute safe refactors.

编写和编辑优秀 skills 的参考：让技能可预测的词汇和原则。

Anti-slop frontend design for web UI — landing pages, portfolios, marketing/product sites, and redesigns. Reads the brief, infers the right direction, and ships interfaces that don't look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check. NOT for mobile apps.

React and Next.js performance optimization from Vercel Engineering. Use when building React components, optimizing performance, eliminating waterfalls, reducing bundle size, reviewing code for performance issues, or implementing server/client-side optimizations.

Use PilotDeck's browser-use plugin for browser automation, screenshots, form filling, and web UI checks.

Understand and explore the Omi Flutter mobile app's UI flows, navigation patterns, and widget architecture. Use when developing features, fixing bugs, or verifying changes in app/lib/ Dart files. Provides agent-flutter commands to explore the live app, understand how screens connect, and verify your work.

Review code with Doris-specific checklists

Scrapes social platforms, business data, and e-commerce via Apify actors — Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon, and web crawls — filtering in code. USE WHEN scrape Instagram, scrape LinkedIn, scrape TikTok, scrape YouTube, scrape Facebook, Google Maps leads, Amazon reviews, business intelligence, multi-platform social listening, competitive analysis, lead generation, social monitoring, Apify actors, web crawl, extract contacts. NOT FOR X/Twitter operations (use _X), 4-tier progressive scraping with proxy escalation (use BrightData), or real-Chrome bot bypass and computer use (use Interceptor).

Activate when creating new modules, refactoring class hierarchies, introducing design patterns, or making changes spanning 3+ files in the APM CLI codebase.

Activate when creating new modules, refactoring class hierarchies, introducing design patterns, or making changes spanning 3+ files in the APM CLI codebase.

Human-reviewer co-pilot for ZeroClaw PR reviews. Use this skill when the user wants to review a specific PR as themselves, re-review a PR after author changes, work through a queue of PRs, check what's still open on a PR, or post a formal review verdict. Trigger on: 'review 1234', 'can you look at PR #1234', 're-review 1234', 'check 1234', 'what's still open on 1234', 'go through the queue', 'next PR', 'review the open PRs'. This skill posts reviews in the voice of the active `gh` account holder using gh CLI.

Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database access, Sentry error tracking, Zod validation, unifiedConfig, dependency injection, or async patterns. Covers layered architecture (routes → controllers → services → repositories), BaseController pattern, error handling, performance monitoring, testing strategies, and migration from legacy patterns.

Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.

Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.

Inspect Rust changes for SQLx queries. Use after modifying Rust code that adds or changes SQLx queries to ensure compile-time SQLx macros are used, run `just prepare_db` for offline query cache, and review queries for performance and security issues.

Create SQLx migration files with `sqlx migrate add <name>`. Use when asked to add, create, or generate a sqlx/sqlx-cli database migration.

Intelligent refactor command. Triggers: refactor, refactoring, cleanup, restructure, extract, simplify, modernize.

Create distinctive, production-grade frontend interfaces with high design quality. Use when building web components, pages, artifacts, posters, or applications (websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished UI that avoids generic AI aesthetics.

How to write great agent instructions for an agent-native app or template: AGENTS.md, skills, and tool/action descriptions. Use when authoring or reviewing AGENTS.md, writing a SKILL.md, wording action descriptions, or deciding what belongs in instructions vs skills vs memory.

Event-triggered and schedule-triggered automations with natural-language conditions. Use when creating automations, wiring events, or understanding how triggers fire.

Front door for agent automation: choose

Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.

Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services.

Reviews DeerFlow skill packages for readiness, triggers, safety boundaries, resources, and evidence. Invoke when users ask to audit, grade, or production-check an existing skill.

Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services.

Repo-specific review guidance for warp. Only the categories declared overridable by the core review-pr skill may be specialized here.

Guide for managing packages in the Agent Framework Python monorepo, including creating new connector packages, versioning, and the lazy-loading pattern. Use this when adding, modifying, or releasing packages.

Review Scout UI/API tests (including Scout test migrations) for best practices, reuse, and parity.

Pake project adapter for Waza check/code-review. Use for TypeScript CLI, Rust/Tauri, release artifact, and CI review.

The VS Code design philosophy — a shared Values→Principles→Moves vocabulary for reasoning about UI in design terms instead of raw pixels. Use when designing, building, reviewing, or giving feedback on any visual surface; when deciding a radius, spacing, type role, icon size, border, color, or motion; or when translating a "this feels off" observation into a concrete, principled fix.