1. Software Development

Provides comprehensive code review assistance for identifying bugs, security issues, and quality improvements in pull requests and code changes.

Assists in creating GitHub pull requests, issues, and discussions for open-source contributions and bug reporting.

Automates creation of atomic, conventionally formatted Git commits with staging rules, heuristic analysis, and optional push capabilities.

Provides AI-guided code review and planning insights upon user request, excluding implementation tasks.

Automates version bumping, changelog updates, and Git tagging for streamlined software releases.

Configures and troubleshoots Biome, a JavaScript/TypeScript linter and formatter, for project setup, linting, and formatting rules.

Provides a template for initializing new TypeScript/Node.js projects with standard configuration and structure.

Automates dependency updates for Node.js projects using npm, pnpm, yarn, or bun, including checking for outdated packages and modifying package.json.

Applies TypeScript style conventions, organizes types alphabetically, and adds comment dividers per codebase rules. Not for general development or error fixing.

Configures and enforces filename and directory naming conventions using ls-lint for consistent project structure.

Guides developers through structured feature implementation workflows using .ai/tasks directory management for systematic development and task resumption.

Automatically generates structured release notes from git commit and PR history, categorizing changes and identifying contributors.

Generates XCTest-based UI tests for FOSMVVM ViewModelViews using FOSTestingUI infrastructure, accelerating iOS application testing workflows.

Manages AI-assisted code collaboration for deep analysis, complex logic design (10+ lines), and quality code review.

Conducts detailed code reviews, identifying security issues, shell script quality problems, and compatibility concerns.

Automates setup for new SDK projects using Speakeasy, handling configuration and initialization for API client libraries.

Enforces SandVoice development guidelines, coding standards, and best practices for feature implementation, code reviews, and pull request validation.

Diagnoses SDK generation failures by analyzing error messages and providing root cause insights.

Manages OpenAPI overlays to customize SDK generation without modifying source specifications, enabling seamless API client library extensions.

Integrates PostHog analytics into Next.js App Router applications for tracking user interactions and product metrics.

Generates Model Context Protocol (MCP) servers from OpenAPI specifications using the Speakeasy tool.

Configures and runs SDK testing workflows including contract tests, Arazzo test scripts, and integration tests for software development projects.

Provides guidance on implementing SDK lifecycle hooks for customizing request and response behavior, including examples for headers, telemetry, security, and error handling.

Provides best practices for generating SDKs, Terraform providers, and MCP servers using Speakeasy, including customization, testing, and OpenAPI spec management.