发现 Skills

Production incident response procedures for Linear integrations. Use when handling production issues, diagnosing outages, or responding to Linear-related incidents. Trigger with phrases like "linear incident", "linear outage", "linear production issue", "debug linear production", "linear down".

Configure MaintainX API security, credential management, and access control. Use when securing API keys, implementing access controls, or hardening your MaintainX integration. Trigger with phrases like "maintainx security", "maintainx api key security", "secure maintainx", "maintainx credentials", "maintainx access control".

Implement intelligent API response caching with Redis, Memcached, and CDN integration. Use when optimizing API performance with caching. Trigger with phrases like "add caching", "optimize API performance", or "implement cache layer".

Model Versioning Manager - Auto-activating skill for ML Deployment. Triggers on: model versioning manager, model versioning manager Part of the ML Deployment skill category.

n8n Workflow Generator - Auto-activating skill for Business Automation. Triggers on: n8n workflow generator, n8n workflow generator Part of the Business Automation skill category.

Pytest Test Generator - Auto-activating skill for Test Automation. Triggers on: pytest test generator, pytest test generator Part of the Test Automation skill category.

Diagnose and fix the top Replit errors: container sleep, port binding, Nix failures, DB limits. Use when encountering Replit errors, debugging failed deployments, or troubleshooting workspace and hosting issues. Trigger with phrases like "replit error", "fix replit", "replit not working", "debug replit", "replit broken", "replit deploy failed".

Build a full-stack web app on Replit with Express/Flask, PostgreSQL, Auth, and deployment. Use when creating a new production app on Replit from scratch, building the primary user-facing workflow, or following Replit best practices. Trigger with phrases like "build replit app", "replit full stack", "replit web app", "create replit project", "replit express flask".

Evaluate and improve interface usability using heuristic analysis. Use when the user mentions "usability audit", "UX review", "users are confused", "heuristic evaluation", "form usability", or "navigation problems". Covers Nielsen's 10 heuristics, severity ratings, and information architecture. For visual design fixes, see refactoring-ui. For conversion-focused audits, see cro-methodology. Trigger with 'ux', 'heuristics'.

Execute Windsurf incident response when AI features fail or cause production issues. Use when Cascade breaks code, Windsurf service is down, AI-generated code causes production incidents, or team needs emergency Windsurf troubleshooting. Trigger with phrases like "windsurf incident", "windsurf outage", "windsurf broke production", "cascade caused bug", "windsurf emergency".

Build type-safe, file-based React routing with TanStack Router. Supports client-side navigation, route loaders, and TanStack Query integration. Prevents 20 documented errors including validation structure loss, param parsing bugs, and SSR streaming crashes. Use when implementing file-based routing patterns, building SPAs with TypeScript routing, or troubleshooting devtools dependency errors, type safety issues, Vite bundling problems, or Docker deployment issues.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Python computations in science and engineering (pycse) - helps with scientific computing tasks including nonlinear regression, uncertainty quantification, design of experiments (DOE), Latin hypercube sampling, surface response modeling, and neural network-based UQ with DPOSE. Use when working with numerical optimization, data fitting, experimental design, or uncertainty analysis.

Systematic code refactoring with risk mitigation. Trigger: When refactoring legacy code, migrating technologies, or resolving technical debt.

Deep research on technical topics using EXA tools with intelligent two-tier caching. Use when user asks to research a topic, investigate best practices, look up information, find patterns, or explore architectures. Also invoked by /research command. Triggers: "research", "look up", "investigate", "deep dive", "find information about", "what are best practices for", "how do others implement".

Use when a proposal has unanimous support or relies on a single high-impact assumption—constructs the strongest possible counter-argument (Steel Man) and runs a Pre-Mortem.

Standardize DeepSeek API direct-model integration for OpenAI-compatible chat, thinking mode, JSON output, streaming, and tool calling. Use when Codex needs to choose a DeepSeek model, wire chat-completions request/response flows, expose thinking controls, JSON object output, function/tool calling, stream controls, model selectors, connection profiles, or shared progress and error states. Do not use for non-DeepSeek providers, Agent/App orchestration, or prompt-only work with no integration change.

Standardize Google Gemini API direct-model integration for chat, vision, Nano Banana image generation and editing, thinking levels, structured outputs, streaming, and function calling. Use when Codex needs to choose a Gemini model, wire generateContent or streamGenerateContent flows, expose thinking controls, JSON schema output, tool/function calling, image input, image generation, connection profiles, model selectors, or shared progress and error states. Do not use for Vertex AI, non-Gemini Google Cloud APIs, non-Gemini providers, Agent/App orchestration, or prompt-only work with no integration change.

Testing patterns for GPUI applications

Manage secrets safely in code and workflows. Use when handling API keys, tokens, passwords, certificates, environment variables, or secret rotation.

Create a new feature module following a Clean Architecture structure. Use when adding a new business domain or feature module to the project.

Google Stitch design platform skill bundle. Covers design system extraction, prompt enhancement, iterative site building, React component conversion, Remotion walkthrough videos, and shadcn/ui component integration. Activate when user mentions Stitch, design-to-code, DESIGN.md, shadcn/ui, or iterative site generation.

Writes or updates the architecture document for a system — system-level technical decisions, component boundaries, tech stack, and data flow patterns. Use when making technology choices, defining component structure, deciding integration approaches, or when architecture decisions emerge during planning conversations.

Build project documentation sites with MkDocs static site generator. Use when a user mentions mkdocs, documentation site, docs site, project documentation, or wants to create, configure, build, or deploy documentation using Markdown. Covers installation, configuration, theming, plugins, and deployment.