1. Software Development

Automates Git workflow: merges main branch, commits changes, and pushes to remote repository.

Builds and maintains Python backend APIs with FastAPI, Pydantic validation, test-driven development, and database migrations.

Grounds code and configuration responses in actual repository files for accurate debugging, modification, and repo-specific reasoning.

Provides AI-powered discussion using OpenAI Codex CLI to verify technical ideas, evaluate plans, and improve code quality during development tasks.

Manages Postman collections, environments, and API tests for verification and maintenance, ensuring reliable API workflows.

Provides general assistance for writing and editing code across multiple programming languages and contexts.

Automates code quality checks and fixes for Python and TypeScript using Ruff and ESLint, ensuring consistent style.

Enforces strict TypeScript configuration to ensure type safety in code development.

Expert in Vue 3 Composition API for building reactive components and managing state in Vue applications.

Enforces systematic root cause investigation before applying fixes, mandatory after three failed attempts to resolve software failures.

Provides development guidance for implementing Five Elements clothing algorithms, including Chinese zodiac calculations and auspiciousness determinations.

Enables parallel execution of independent tasks without shared state or sequential dependencies, optimizing task processing in software applications.

Diagnoses and resolves common build errors encountered during Swift application compilation.

Provides a structured protocol for developers to explore unfamiliar codebases, new features, or implementation tasks before making changes.

Automates Git workflow by adding changes, committing, and pushing to a GitHub repository.

Provides best practices for Nuxt 3/4 development, including pages, composables, layouts, and server routes.

Displays detailed commit history for Git repositories or files, including hash, author, date, and message.

Displays file-level changes between Git commits or between a commit and the working directory, showing additions, deletions, and hunks.

Performs root-cause analysis for software bugs and regressions using logs, reproduction steps, and hypothesis testing.

Handles transient errors with structured retries and graceful degradation for network, rate limit, and intermittent failures.

Polishes code for clarity, consistency, and maintainability without altering functionality. Used after coding tasks or code reviews.

Verifies AI orchestrator features through CLI, unit, and E2E tests to validate new implementations, bug fixes, and changes before completion.

Provides command reference, workflow patterns, and pitfalls for managing stacked branches and dependent pull requests with git-spice CLI.

Generates MCP servers from TMF OpenAPI specifications, implementing TMF operations as tools and standardizing API patterns for TMF 6xx/7xx.