1. Software Development

Automates API router and request/response schema implementation within the api/ directory for endpoint creation and registration.

Guardian for maintaining API and data structure compatibility during system modifications to prevent breaking existing consumers.

Delegates independent implementation tasks to subagents within a session to streamline software development execution.

Delegates asynchronous coding tasks to Google's Jules AI agent for code reviews, refactoring, bug fixes, and documentation, enhancing development efficiency.

Manages GitHub issues including creation, updates, labels, assignees, and milestones for bug reports and feature requests.

Automates Property-Based Testing (PBT) generation, template updates, and validation within the aletheia.mbt repository, enabling self-dogfooding of the development workflow.

A systematic methodology for diagnosing software bugs, test failures, and unexpected behavior before implementing solutions.

Applies Aletheia to generate and sync Property-Based Testing (PBT) templates and tests for non-Aletheia MoonBit repositories.

Automates domain entity implementation in domain/entities/ directory following domain-driven design principles for core data structures.

Creates standardized skill project folders and SKILL.md documentation from approved evolution proposals.

Tracks, classifies, and prioritizes technical debt (code, specs, processes) to prevent degradation and maintain software health over time.

Implements business logic services in services/, handling service creation, business rules, repository orchestration, and LLM integration.

Enforces strict adherence to specifications during code implementation, preventing unverified assumptions and ensuring behavior matches requirements.

Guides developers through final integration steps for completed branches, including merge, pull request, and cleanup options.

Enforces alignment of new architectural designs with existing project patterns to prevent technical debt during design proposals and reviews.

Validates design completeness and enables smooth transition from design phase to code implementation in software projects.

Analyzes commits to suggest necessary test coverage (unit, integration, contract, smoke, E2E) and runs automatically after each commit.

Prevents implementers from deviating from specifications or task boundaries during software development coding.

Validates system behavior after changes to ensure no regressions, maintaining consistency with previous functionality.

Creates, edits, and prepares pull requests following project conventions using intuitive slash commands for code review and integration.

Detects discrepancies between code implementation and specified requirements, helping identify intentional behavior causing test failures.

Executes end-to-end tests for React, Vue, and Svelte applications to validate component behavior and ensure code stability before commits.

Applies project-specific regression criteria to verify existing functionality during testing and code review cycles.

Automates correction of implementation bugs detected by tests, preserving specification intent without altering intended behavior.