1. Software Development

Conducts high-quality code reviews to ensure hygiene, maintainability, security, and performance with clear risk assessment.

Reference guide for GitHub Flow development workflow, optimized for small teams with AI code review integration.

Guides writing unit tests with Vitest for service logic, pure functions, and webhook handlers using TDD and testing patterns.

Runs project tests via the X07 test harness, generating machine-readable JSON reports for test results.

Guides implementation of team-based authorization in WODsmith, covering permission constants, check functions, and client-server consistency for secure feature development.

Provides server-only utility functions and Cloudflare environment variable access patterns for TanStack Start, ensuring code executes exclusively on the server.

Autonomous AI coding loop that implements user stories and ships features without manual intervention, running overnight or during idle time.

Generates PHPUnit test cases for WordPress components following SOMA testing conventions and standards.

Guides on handling server/client code boundaries in TanStack Start, including debugging module resolution and proper server-only code placement.

Centralizes expert code reviews for frameworks like React and Next.js, providing persona-specific feedback on code and architecture.

Defines Git commit best practices including meaningful change units, Conventional Commits rules, and structured commit message formatting.

Loads pull request review comments for the current Git branch, enabling efficient code review and collaboration.

Provides utilities for writing and configuring end-to-end tests with Playwright, covering page objects, test fixtures, and CI integration.

Prevents D1 'too many SQL variables' errors in Drizzle ORM by batching dynamic array queries, ensuring safe execution of inArray, bulk inserts, and updates.

Manages local database schema changes and migrations for Drizzle ORM and D1, supporting push-based development workflows.

Guides developers in selecting appropriate test types (unit, integration, E2E) and applying TDD principles for effective testing strategy.

Compiles and runs deterministic X07 programs via x07-host-runner, outputting machine-readable JSON reports.

Enables building X07 programs with agent-first workflows and design rails using a released toolchain, avoiding repo-only dependencies.

Unified test runner for smoke tests, visual regression checks, and reliability reporting in software development.

Framework for building agent-based programs with X07 toolchain, featuring agent-first workflow and execution via `x07 run`.

Framework for building X07 agent-based programs with agent-first workflow design, executed via `x07 run`.

Provides implementation guidance for drag and drop interactions using @atlaskit/pragmatic-drag-and-drop, covering setup, state management, and performance optimization for sortable lists and kanban boards.

Ensures accurate date and timezone conversions for forms, displays, and parsing, resolving common issues like off-by-one days and timezone bugs.

Canonically formats X07 AST JSON files using x07c fmt, generating a machine-readable JSON report.