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Supercharging Open Code with Anti-Gravity Awesome Skills

Open Code is a powerful terminal-based LLM agent, but its default setup often generates generic code for complex architectures. To bridge this gap, developers can integrate the Anti-gravity Awesome Skills repository. This open-source project provides over 300 expert-level skill files covering architecture planning, React patterns, security auditing, and infrastructure setup. By loading these skills on-demand, Open Code produces highly structured, production-ready output comparable to that of a senior developer.

How the Skills System Works

Rather than dumping massive amounts of instructions into the initial prompt context, Open Code utilizes its native skill tool to dynamically load specific skill files only when requested. This keeps the LLM’s context window clean and efficient. The repository includes diverse categories such as:

  • Architecture: C4 diagrams, system design, and scalable component patterns.
  • Development: Framework-specific expertise for TypeScript, Python, and React patterns.
  • Security & Testing: API security audits, penetration testing, and Test-Driven Development (TDD) workflows.
  • Infrastructure: Docker configuration, AWS serverless setup, and CI/CD pipeline automation.

Installation and Workflow Integration

To get started, developers install the skills repository into the agents/skills directory at either the project or global level. Running the /skills command in Open Code verifies the installation, while /init generates an agents.md file to map the local codebase structure.

A typical professional workflow involves shifting between Open Code’s Plan Mode and Build Mode:

  1. Plan: Use a planning skill (like brainstorming) to establish component hierarchies and folder structures. The agent will ask clarifying questions before outputting a detailed blueprint.
  2. Build: Apply engineering-focused skills (such as front-end design and react patterns) to generate modular, typed, and clean components.
  3. Audit: Run security skills to review endpoints and structures for vulnerabilities before deployment.

Creating Custom Team Skills

If your development team follows proprietary coding standards, specific database schemas, or unique deployment pipelines, you can use the built-in Skill Creator. This tool guides you through building custom markdown-based skill files, ensuring that Open Code consistently outputs code aligned with your organization’s internal engineering guidelines.

Mentoring question

How can you leverage structured markdown skill files to align AI-generated code with your team’s specific coding standards and architectural patterns?

Source: https://youtube.com/watch?v=baGKgnbQUq8&is=-t5jcTNYDEysJ16J


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