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Rewrite a project's README.md so it doubles as an interview walkthrough guide the author can read and confidently explain the project from. Use when the user asks to "make the README interview-ready", "rewrite the README as an interview guide", "help me…
Production-grade Spring Boot for Java services that own money and state. This skill MUST be loaded when ANY .java file, pom.xml, build.gradle, build.gradle.kts, application.yml, application.yaml, application.properties, or Flyway migration (V*__*.sql,…
Set up PostgreSQL with Neon database and Prisma ORM. Use when initializing a database, connecting to Neon, configuring Prisma, running migrations, or troubleshooting database connections.
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database…
Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error…
Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.
Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, or working with webhook data in workflows.
Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.
Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Code node errors, or choosing between Code node modes.
Use this skill when the user wants to contribute to an open-source GitHub repository — finding good first issues, claiming an issue, opening a pull request that matches the project's contributor guide, running the project's own verification stack locally, and…
Production-grade code quality enforcement for TypeScript, Next.js, Python, and FastAPI. This skill MUST be loaded when ANY .ts, .tsx, .py, .jsx, or .js file is being written, edited, reviewed, or created. Also trigger when the user asks to "create a…
This skill MUST be loaded when ANY file in an app/ directory is being read, reviewed, edited, or created - including page.tsx, layout.tsx, loading.tsx, error.tsx, not-found.tsx, route.ts, template.tsx, default.tsx, or any .tsx/.ts file using App Router…
Optimizes GitHub repositories for maximum discoverability, professional presentation, and portfolio impact. Use this skill EVERY TIME you create a new repository, write a README, set up a GitHub project, prepare a portfolio project for deployment, or when the…
Converts design screenshots, Figma exports, and UI mockups into pixel-accurate React + Tailwind CSS + Shadcn/UI code. Use this skill EVERY TIME the user provides a screenshot, image, mockup, design, Figma frame, or any visual reference and asks to convert it…
UI/UX engineering best practices for building production-quality frontend components with Tailwind CSS and Shadcn/UI. Use this skill EVERY TIME you build any React component, page, layout, dashboard, form, modal, table, sidebar, card, or any visual interface…
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or…
This skill MUST be loaded when ANY Dockerfile, docker-compose.yml, docker-compose.override.yml, .dockerignore, or Docker-related configuration file is being read, reviewed, edited, or created. Also use when the user asks to "create a Dockerfile", "write a…
This skill MUST be loaded when ANY Kubernetes manifest file (.yml/.yaml) under a k8s/ directory is being read, reviewed, edited, or created — including Deployments, Services, ConfigMaps, Secrets, PVCs, HPAs, Namespaces, StatefulSets, Ingresses, or any…
This skill MUST be loaded when ANY .py file involving FastAPI is being read, reviewed, edited, or created. Also use when the user asks to "create a FastAPI app", "add an API endpoint", "create a REST API", "implement authentication", "add OAuth2", "create…
This skill MUST be loaded when ANY .py file is being read, reviewed, edited, or created that does NOT involve FastAPI, FastMCP, OpenAI Agents SDK, or n8n Code nodes. Also use when the user asks to "create a Python project", "set up a Python package", "write a…
This skill should be used when the user asks to "create a FastAPI app", "add an API endpoint", "create a REST API", "implement authentication", "add OAuth2", "create Pydantic models", "add request validation", "implement dependency injection", "create API…
This skill should be used when the user asks to "create an MCP server", "build MCP tools", "add MCP resources", "create MCP prompts", "implement MCP protocol", "deploy MCP server", "create AI tools", "expose API as MCP", "build Claude tools", "create LLM…
This skill should be used internally to decide when to use curated skills versus Context7 MCP for documentation lookups. Use this when handling technical questions about frameworks, libraries, or APIs to determine the optimal knowledge retrieval strategy.
This skill should be used when the user asks to "create an AI agent", "build a multi-agent system", "implement agent handoffs", "add guardrails to agents", "create function tools for agents", "implement agent tracing", "build agentic workflows", "create a…
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