Codebase Intelligencev1.0.0

A developer joins a new team and needs to quickly understand the project structure, key modules, and code dependencies. Using this skill, they can run an initial analysis to get an overview, search for symbols, and ask questions about workflows, reducing ramp-up time from days to hours.

Before refactoring a large legacy codebase, a team needs to understand dependencies and impact of changes. The skill helps map out module dependencies with reverse depth analysis and ask questions about what would break, enabling safe refactoring with minimal risk.

During a code review, a senior developer can quickly check what other files depend on the changed module. The deps command with reverse flag shows all dependents, helping assess the ripple effect of changes and ensure thorough review.

A technical writer needs to produce up-to-date architecture diagrams for documentation. Using the diagram command with mermaid format, they can generate component or flow diagrams directly from the codebase, keeping documentation synchronized with code.

An engineering team integrates codebase analysis into their CI pipeline to automatically generate stats and architecture diagrams on every commit. This ensures that code changes are always documented and dependencies are tracked, improving team collaboration.

Offer the basic codebase intelligence tool for free with features like caching and symbol search. Charge for advanced capabilities such as LLM integration, AST parsing, and real-time watch mode, targeting enterprise teams needing deeper analysis.

Integrate as a plugin or add-on for popular code hosting platforms like GitHub, GitLab, and Bitbucket. Offer a freemium model with limited queries per month, and paid plans for higher usage, priority support, and dedicated caching.

Provide tailored deployment and customization of the skill for large organizations, including custom configuration, integration with internal tools, and training. This model targets companies with complex codebases and specific compliance needs.