1. Software Development

Automates package upgrades in Baseplate monorepo, ensuring dependency consistency across all projects and generated code.

Generates Baseplate plugin packages with standardized configuration files, source structure, and platform modules via step-by-step workflow.

Provides a development guide for implementing session management in Sage, covering persistence, branching, caching, and storage backend configuration.

Workflow for modifying Baseplate-generated code, including template extraction, generator updates, and project synchronization.

Provides Sage-specific best practices for circuit breakers, rate limiting, and retry strategies to enhance system resilience.

Provides Rust code conventions for the Sage project, including naming, error handling, async patterns, and testing best practices.

Detailed development guide for Sage-core modules covering responsibilities, inter-module dependencies, and extension methodologies.

Provides a development guide for Sage LLM client integration with multi-provider support, fallback, rate limiting, and streaming features.

Detects project type, language, dependencies, and Git information for development environment configuration and tooling.

Provides a comprehensive architecture design guide for the Sage project, integrating best practices from Claude Code and Crush.

Defines Sage tool development specifications, including TOOL.md standard, permission system, and sandbox integration for consistent tool creation.

Provides development specifications for Sage Skills, adhering to Agent Skills open standard and compatible with Claude Code format.

Sage's unique checkpoint system enabling state snapshots, file tracking, and rollback recovery for application integrity management.

Provides a comprehensive guide for migrating from Sage UI framework to Tink UI, including step-by-step procedures, file inventory, and architecture design.

A development guide for building a Sage configuration system with multi-source loading, credential management, validation, and persistence features.

Comprehensive guide for managing PocketBase database schema migrations, including collection setup, field management, and relation configuration using Go-based migration files.

Performs self-review of code changes to identify issues and enhance quality prior to committing or creating a pull request.

Assists in game development using Unity, Unreal Engine, and Godot for implementing mechanics, physics, and AI systems.

Executes Codex CLI commands for code analysis, refactoring, and automated editing using OpenAI Codex.

Enables Svelte 5 application development with reactive patterns, SvelteKit routing, and server functions for full-stack web solutions.

Enforces code formatting and quality checks automatically before Git commits to maintain consistent code standards.

Provides REST and GraphQL API design best practices, including OpenAPI specification for endpoint documentation and architecture review.

AI-assisted development for Stacks blockchain applications with production-ready code examples.

Enables using Google Gemini CLI for code analysis, refactoring, and automated editing tasks.