1. Software Development

Generates implementation plans with file changes, function signatures, and test strategies based on approved research, requiring human approval before execution.

Automates creating descriptive Git commits and pushing to GitHub with automatic nested repository detection.

Automates test creation, execution, and failure analysis for unit, integration, property-based, and benchmark tests to enhance code coverage.

Divides requirements into scoped tasks and manages iterative development and review cycles for efficient software delivery.

Reviews and improves the quality of Claude skills, providing feedback on structure, functionality, and best practices.

Automates Git staging, commit with auto-generated message, and push for efficient code synchronization.

Automates Anthropic Skills creation, initialization, validation, and packaging based on standard development guidelines.

Manages database migrations for Prisma and SQL, including schema changes, migration creation, application, synchronization, status checks, and rollbacks.

Deploys SEMO packages to external projects for installation, updates, and brownfield integration.

Assists in writing, modifying, and implementing code for feature development and bug fixes across programming tasks.

Provides reference implementations for Supabase repository layer, RPC usage, and integration patterns to guide backend development.

Handles minor code adjustments including typo fixes, style tweaks, bug hotfixes, and quick cleanups within 30 minutes across 3 files or fewer.

Generates and synchronizes TypeScript types from Supabase database schemas, ensuring type safety during development and reducing manual type definition errors.

Automates starting development tasks by updating issue status, creating branches, and generating Draft PRs in Supabase-backed workflows.

Enables evidence-based exploration of multiple technical approaches to resolve design ambiguity and performance uncertainty.

Visualizes SEMO routing structure and installed packages, triggered by command or keywords for developer reference.

Executes comprehensive pre-PR validation including quality checks, compliance verification, and pre-commit checks to ensure code readiness.

Provides direct Supabase database access for data queries and modifications, acting as a fallback when the primary Spring application is unavailable.

Automates pre-commit and PR code quality checks through linting, building, and testing.

Provides system architecture design for Rust/WebAssembly projects, including ADRs, API design, and module planning without implementation code.

Automates semantic versioning and CHANGELOG updates for SEMO packages following Keep a Changelog standards after code changes.

Automates Next.js code reviews by integrating 6-step review tasks and semicolon-reviewer into a single workflow, posting comments directly to PRs.

Generates structured implementation plans for complex features and code refactoring, guiding development workflows.

Assists in Supabase backend development with table creation, RLS policy implementation, migration generation, and Edge Function coding.