Skill rating

Query the memory system for relevant learnings from past sessions

Generate Stage chapters for the current local git branch and open them in a browser for review.

向飞书文档写入内容、创建新文档、新建空白文档。支持 doc import 从 Markdown 创建、 doc content-update 精准追加/覆盖/替换/插入/删除，doc add/update/delete 低层块操作， 以及图片/文件插入。当用户请求创建文档、写文档、更新文档、替换章节、插入章节、 删除章节、追加内容、覆盖文档、插入图片或文件时使用。

Coverage analysis measures code exercised during fuzzing. Use when assessing harness effectiveness or identifying fuzzing blockers.

Vercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API.

GraphQL query language and runtime for APIs enabling clients to request exactly the data they need with strongly-typed schemas and single endpoint architecture.

Minimal, unopinionated state management library for React with simple hook-based API, no providers, and minimal boilerplate for global state without Redux complexity.

Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect. Covers submission checklists, rejection troubleshooting, metadata requirements

当需要进行 FreeRTOS/RT-Thread/Zephyr 的线程感知调试，查看任务列表、栈水位或死锁检测时使用。

Create layered system architecture diagrams using HTML/CSS templates with color-coded tiers and grid layouts. Best for technology stacks, microservices topology, and multi-tier application design.

Guidelines for implementing Clean Architecture patterns in Flutter and Go applications, with emphasis on separation of concerns, dependency rules, and testability.

Guidelines for building robust APIs with Express.js and TypeScript, covering middleware patterns, routing, and security best practices

Guidelines for building high-performance APIs with Fastify and TypeScript, covering validation, Prisma integration, and testing best practices

Teaches resource loading sequence optimization for Core Web Vitals. Use when you need to improve FCP, LCP, or FID by reordering how critical resources are discovered and loaded.

Address PR review feedback by systematically working through every unresolved PR review thread on the current branch's PR - analyze each comment, make the requested code changes (with tests where usef

Bulk resolve unresolved PR review threads on the current branch’s PR — typically after threads have been addressed manually or via /pr-threads-address

只读操作，不修改文档内容。读取飞书云文档、知识库内容或电子表格，分析文档结构。 支持普通 docx、普通 sheet、知识库 docx 和知识库 sheet。当用户请求"查看"、"阅读"、"分析"、"读取"、 "打开"、"read"、"view" 飞书文档、知识库或电子表格时使用。支持通过文档 ID、知识库 Token 或 URL 读取。 Markdown 仅作为分析中间态存放在 /tmp（不主动

Lightweight guidance for using the Upstash Redis RateLimit TypeScript/JavaScript SDK, including setup steps, basic usage, and pointers to advanced algorithm, features, pricing, and traffic‑protection

Use when the user wants to brainstorm an idea or design a feature/spec. Explores intent and requirements through dialogue, then writes a spec document to docs/spark/ and STOPS. Does not auto-chain to

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Interactive math teacher that instantly generates playful, gamified learning experiences. Creates visual playgrounds, interactive artifacts, and engaging games for kids and adults to learn math concep

当需要通过 IAR Embedded Workbench 命令行编译嵌入式工程，调用自带脚本解析工程文件、执行构建并定位固件产物时使用。

当需要配置或构建基于 ESP-IDF 的固件工程，调用自带脚本执行 idf.py build 并定位固件产物时使用。

当需要通过 ESP-IDF 工具链烧录固件到 ESP32 系列芯片，或启动调试会话时使用。

Make a demo of a research paper in a marimo notebook fully automatically without extra user input.

Implement a research paper as an interactive marimo notebook together with the user. Start by understanding what the user wants to explore, fetch the paper via alphaxiv, then build a focused notebook.

Write a marimo notebook in a Python file in the right format.

Tauri development guidelines for building cross-platform desktop applications with TypeScript, Rust, and modern web technologies

Best practices and guidelines for Turbopack, the Rust-powered incremental bundler for Next.js and modern web development

Invoke before any creative or architectural work — feature design, component creation, or behavioral changes. A streamlined brainstorming process optimized for fast, focused decision-making.

Techniques for writing effective fuzzing harnesses across languages. Use when creating new fuzz targets or improving existing harness code.

Fixes flaky tests by analyzing failure patterns from Tuist test insights, identifying root causes, and applying targeted corrections. Can be invoked with a specific test case URL (e.g. `https://tuist.

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizin

Use when implementing ANY computer vision feature — image analysis, pose detection, person segmentation, subject lifting, text recognition, barcode scanning.

通过 zentao 命令行工具查询和操作禅道（ZenTao）数据，覆盖项目集、产品、项目、执行、需求、Bug、任务、测试用例、测试单、产品计划、版本、发布、反馈、工单、应用、用户、附件等模块的增删改查及状态流转。当用户提到禅道、zentao、查询项目进展、获取 Bug 列表、创建任务、更新需求状态等项目管理操作时使用本技能。

Generate project documentation from codebase analysis — ARCHITECTURE.md, API_ENDPOINTS.md, DATABASE_SCHEMA.md. Reads source code, schema files, routes, and config to produce accurate, structured docs.

Reconstruct data structures by analyzing memory access patterns across functions

Ruby on Rails testing best practices for writing effective, maintainable test suites with RSpec. This skill should be used when writing, reviewing, or refactoring Rails tests to ensure proper test des

Browser action engine. Provides up-to-date action manuals for the modern web — operate any website instantly, one tab or dozens, concurrently.

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Route LangSmith work into one workflow packet before touching SDK code. Use when the user needs LangSmith tracing, offline evals, annotation/review queues, prompt-registry decisions, audit/gap review,

Grafana Cloud Application Observability (APM), Frontend Observability (RUM/Faro), and AI Observability. Covers RED metrics (Rate/Error/Duration), service maps, span metrics from traces, Faro JavaScrip

Expert guidance for HTML/XML parsing using Cheerio in Node.js with best practices for DOM traversal, data extraction, and efficient scraping pipelines.

Best practices and guidelines for esbuild, the ultra-fast JavaScript and TypeScript bundler and minifier

Guidelines for building edge-first, high-performance APIs with Hono and TypeScript for Cloudflare Workers, Deno, Bun, and Node.js

Progressive Web App development guidelines covering service workers, caching strategies, offline functionality, and installability

Comprehensive guidelines for Django REST API development covering project structure, views, models, serializers, authentication, performance, and error handling.

Adversarial code review using cross-model approach. Spawns reviewers on the opposing model (Claude uses Codex, Codex uses Claude) to challenge work from distinct critical lenses. Produces a synthesize

Promise-based HTTP client for making requests from browser and Node.js

Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/mypy/black.