1. Software Development

Implements feature code based on technical design using TDD, KISS, and YAGNI principles. Handles feature development requests.

Generates technical design documents for software features using KISS, YAGNI, and DRY principles based on feature specifications and board queries.

Generates comprehensive test cases from technical design using TDD methodology, creating test files prior to code implementation.

Sets up development environments for Python or Node.js projects, including project structure and Git version control.

Adds strict Clippy lint configurations to Rust projects for AI-assisted development, preventing common coding mistakes with preset configurations.

Manages Git version control operations including repository setup, staging, committing, and GitHub integration with standardized templates and commit messages.

Refactors existing code to improve structure and quality while ensuring test coverage and maintaining functionality through a safe, test-first workflow.

Adds new AI provider integrations to agentconfig.org with type system updates, implementation, UI components, tests, and documentation.

Guides developers through a 6-step workflow for planning, executing, and closing software development tasks including feature implementation and bug fixes.

Automates Git worktree creation, branch switching, and change analysis for efficient branch management.

Generates production-grade, distinctive frontend interfaces and components with high design quality, avoiding generic AI aesthetics and ensuring brand consistency.

Creates system architecture diagrams for software ideas using Mermaid and Excalidraw, triggered by design-related requests.

Manages NuGet packages in .NET projects using dotnet CLI commands, ensuring proper dependency handling without manual file edits.

Automates backend code reviews for GitHub PRs, analyzing structure and best practices upon URL detection.

Automates GitHub Pull Request creation after commits, streamlining collaborative code review processes.

Guides developers in selecting between fast builder tests and full container integration tests for optimal test performance and structure in the Microcks Aspire project.

Enables seamless switching between Git worktrees by copying current session context and providing CLI instructions.

Automates code reviews by detecting bugs, security flaws, performance issues, and suggesting quality improvements using AI.

AI-powered code review, design consultation, and bug investigation using OpenAI Codex CLI.

Generates code from natural language descriptions, completes snippets, and creates boilerplate using OpenAI Codex API for multiple programming languages.

Provides a structured dependency update strategy for monorepo projects using pnpm, incorporating layered risk management to maintain stability during updates.

Audits codebases for inconsistencies, architectural drift, and code smells using project-specific patterns to enhance maintainability and quality.

Provides official commit message formatting guidelines for WordPress core development contributions.

Sets up the initial directory structure for feature-based development workflows within a project, preparing for subsequent feature capture steps.