Use when swizzling Docusaurus theme components and editing theme elements — wrap or eject components from @docusaurus/theme-classic, override navbar/footer/sidebar/TOC/DocItem, place customised components under src/theme/, and choose safe (--wrap) vs full (--eject) swizzles. Triggers on tasks involving Docusaurus swizzling, theme component customization, navbar, footer, sidebar, or layout modifications.

Coordinates collaborative design sessions that explore requirements, analyze codebase context, and produce an approved design document with trade-offs. Use when building a new feature, adding functionality, creating components, modifying behavior, starting a project, or planning any creative work. DO NOT TRIGGER when the user already has a concrete design and just wants implementation.

Real User Monitoring (RUM) on Dynatrace — web and mobile frontends. Core Web Vitals, user sessions, page performance, mobile crashes, frontend errors, and frontend-backend linking. Query via `user.events`, `user.sessions`, and `dt.frontend.*` metrics. Does NOT cover synthetic monitoring (HTTP/browser/network checks) — that's a separate domain.

Work with Dynatrace dashboards - create, modify, query, and analyze dashboard JSON including tiles, layouts, DQL queries, variables, and visualizations.

Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use when writing, reviewing, or debugging Golang code that interacts with PostgreSQL, MariaDB, MySQL, or SQLite; for database testing; or for questions about database/sql, sqlx, or pgx. Does NOT generate database schemas or migration SQL.

Idiomatic Golang design patterns — functional options, constructors, error flow and cascading, resource management and lifecycle, graceful shutdown, resilience, architecture, dependency injection, data handling, streaming, and more. Apply when explicitly choosing between architectural patterns, implementing functional options, designing constructor APIs, setting up graceful shutdown, applying resilience patterns, or asking which idiomatic Go pattern fits a specific problem.

Migrate an application with hardcoded LLM prompts to a full LaunchDarkly AgentControl implementation in five stages: audit the code, wrap the call, move the tools, add tracking, attach evaluators. Use when the user wants to externalize model/prompt configuration, move from direct provider calls (OpenAI, Anthropic, Bedrock, Gemini, Strands) to a managed config, or stage a full hardcoded-to-LaunchDarkly migration.

Defensive Golang coding to prevent panics, silent data corruption, and subtle runtime bugs. Use when encountering nil panics, append aliasing, map concurrent access, float comparison pitfalls, or zero-value design questions. Also use when reviewing code for nil-safety, numeric conversion overflow, resource lifecycle issues (defer in loops), or defensive copying of slices and maps.

生成符合项目规范的 React 组件。当用户要求创建组件、新建 React 组件或生成组件文件时使用

Guide for implementing Shopify apps, extensions, themes, and integrations using GraphQL/REST APIs, Shopify CLI, Polaris UI, and various extension types (Checkout, Admin, POS). Use when building Shopify apps, implementing checkout extensions, customizing admin interfaces, creating themes with Liquid, or integrating with Shopify's APIs.

Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in llms.txt format, (3) GitHub repository analysis, (4) Documentation without direct llms.txt support, (5) Multiple documentation sources in parallel

帮助配置和启动本地开发服务器。当用户提到启动开发服务器、dev server、pnpm dev 时使用。

Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.

Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.

Find the best ROI task in a Jira Epic — highest story points for least effort, filtered to unassigned To Do tasks only.

Find the best ROI task in a Jira Epic — highest story points for least effort, filtered to unassigned To Do tasks only.

Build, run, and customize a LaunchMyStore e-commerce store from natural language. Use when the user wants to scaffold an app, ship a storefront / checkout / admin extension, build and deploy a WASM Function, configure App Bridge actions (Toast, Modal, ResourcePicker, SessionToken, TitleBar...), manage products / orders / customers / themes via the LaunchMyStore MCP server, or write Aqua (Liquid-dialect) theme code. Triggers include: "build a LaunchMyStore app", "lms cli", "add a discount function", "set up app bridge", "manage my store with AI", "write a theme block", "install an extension", "deploy a function", "use launchmystore", "lms", or any mention of LaunchMyStore / launchmystore.io.

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where attacker-controlled input reaches. AI agents running in CI/CD pipelines.

Automate Beaconchain tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Basin tasks via Rube MCP (Composio). Always search tools first for current schemas.