Open Code Reviewv1.0.0

During pull request reviews in a fintech company, developers use AI tools like GitHub Copilot to generate code for new features. This skill scans the AI-generated code for hallucinated packages and security anti-patterns, such as hardcoded secrets, ensuring compliance with strict regulatory standards before merging.

An e-commerce platform integrates this skill into its CI/CD pipeline to run L1 structural analysis on AI-generated code from tools like Cursor. It catches stale APIs and context breaks in JavaScript and TypeScript, preventing production failures that traditional linters might miss during pre-merge checks.

A SaaS company evaluates third-party AI-generated code from vendors before integration. Using the L2 scan level with embedding recall, it detects hallucinated packages and over-engineering in Python and Go, ensuring code quality and reducing maintenance costs in cloud-based applications.

Healthcare software teams employ AI assistants like Claude for rapid prototyping. This skill scans the generated code for security anti-patterns, such as deprecated crypto in Java, and uses diff mode in CI/CD to flag issues early, maintaining patient data security and compliance with HIPAA regulations.

A gaming studio conducts periodic audits of its codebase, which includes AI-generated scripts from GPT. The skill performs L3 deep scans to identify over-engineering and context breaks in Kotlin and JavaScript, optimizing performance and reducing technical debt in game development pipelines.

Offers a free tier for individual developers with basic L1 scans, while charging teams for advanced features like L2/L3 scans, SARIF output, and priority support. Revenue is generated through monthly subscriptions based on scan volume and team size, targeting small to medium enterprises.

Provides custom licenses for large organizations, including on-premise deployment, dedicated support, and integration with existing tools like SonarQube. Revenue comes from annual contracts with tiered pricing based on the number of repositories and advanced scan capabilities.

Distributes the skill through platforms like Smithery and Cursor Directory, earning revenue via marketplace commissions or referral fees. Partners with AI tool vendors to bundle the scanner, generating income from joint sales and co-marketing efforts in developer ecosystems.