1. Software Development

Deploys the dimtensor Python package to PyPI for version releases and distribution.

Reviews dimtensor code for correctness, dimensional safety, and pattern adherence during new development and consolidation phases.

Provides React/Next.js data patterns including React Query hooks, ORPC integration, error handling, and cache invalidation.

Provides test infrastructure patterns including in-memory databases, service mocks, and test setup factories for efficient testing with Bun.

Provides backend entity patterns including services with DI, Drizzle schemas (3-file), ORPC routers, and TypeIDs for building robust backend services.

Offers technical consultations via Gemini AI for code reviews, design feedback, and architecture advice.

Analyzes code for best practices, bugs, and security issues, providing actionable improvement suggestions to enhance code quality.

Generates Go command-line tools using Cobra, Viper, and SQLite with automated GitHub Actions for releases, following established patterns for new or existing projects.

Stores reusable coding patterns in a vector database, auto-triggering after challenging tasks to capture broadly applicable solutions for future reference.

Manages and applies technology-specific architectural patterns and best practices using predefined templates for efficient software development.

Controls OpenCode via ACP for session management, prompt sending, and conversation resumption.

Executes tests, verifies results, and reports bugs to ensure software quality.

Translates technical specs (API, ERD, stories) into code using Test-Driven Development for feature implementation.

A package manager and build tool for C projects, handling dependency management, building, testing, and integration with external build systems.

Designs structured test scenarios including positive, negative, monkey, and security testing for quality assurance.

Fetches verified smart contract source code from Etherscan for EVM chains using a contract address and optional chain parameter.

Fetches Solana program IDL (Interface Definition Language) for Anchor-based programs using a program address and optional chain parameter.

Asks targeted questions to resolve ambiguous requirements before implementation, ensuring accurate development outcomes.

Retrieves universal coding patterns from vector database using two-stage retrieval, auto-invoking for complex tasks or upon user command '--recall'.

Guides the design of scalable, secure, and maintainable technical solutions through structured system planning.

Framework for building AI coding agents with pre-built system prompts, tool implementations, and agent loop pattern for file operations, code execution, and task management.

Coordinates tasks between Antigravity and Claude Code agents to streamline collaborative coding workflows.

Guides creation of Model Context Protocol (MCP) servers to integrate LLMs with external APIs using Python (FastMCP) or Node/TypeScript (MCP SDK).

Provides performance optimization guidelines for React code using Tanstack Query and Tanstack Router in writing, reviewing, and refactoring.