1. Software Development

Configures and runs Vitest tests for TypeScript projects with assertions, mocking, and coverage support.

Generates parsers from Parsing Expression Grammars (PEG) using the Peggy library for syntax definition and language processing tasks.

Validates, modifies, and enforces best practices in OpenAPI Specification files for robust API development.

Manages monorepo package dependencies, build ordering, and publishing workflows for npm workspaces.

Guides structured software development using Explore → Plan → Code → Commit workflow with subagents for investigation and iterative planning for reliable code changes.

Configures Spectral for API linting, custom rule creation, and validation of OpenAPI and AsyncAPI specifications.

Provides a robust implementation for parsing and generating Markdown documents according to the CommonMark specification, supporting AST structures and extensions.

Adds custom syntax highlighting support for Prism.js, enhancing code display in documentation platforms like Docusaurus.

Generates realistic test data using a declarative Vague language with constraints, superposition, and cross-references.

Assists in writing and modifying Vitest tests following best practices for structure, assertions, mocking, and coverage.

Validates JSON data against multiple schema specifications including draft-07, 2019-09, and 2020-12.

Provides validation and specification capabilities for JSON data structures, OpenAPI schemas, and type definitions in software development.

Generates pytest unit, integration, and GUI tests for LoRAIro with fixtures, mocks, and 75%+ coverage using pytest-qt for PySide6 applications.

Enables rapid symbol search, memory read/write, and basic code editing via Serena MCP for the LoRAIro project.

Provides a type-safe repository pattern implementation for SQLAlchemy database operations with session management and ORM best practices.

Provides a PySide6 widget implementation for LoRAIro GUI with Signal/Slot pattern, direct widget communication, and Qt Designer integration best practices.

Creates isolated Git worktrees for feature development with smart directory selection and safety verification.

Guides systematic debugging through four phases: root cause investigation, pattern analysis, hypothesis testing, and implementation validation.

Guides developers through branching, committing, and creating pull requests to contribute skills to an upstream repository.

Provides configuration and build support for TypeScript npm packages, including dual CJS/ESM builds, tsconfig, and package exports.

A development workflow leveraging Serena (short-term memory) and Cipher (long-term knowledge) for efficient AI-assisted software development.

Generates realistic test data (names, emails, addresses, dates) for Vague (.vague) files.

Automates listing vLLM nightly builds and updating configuration to pin a specific version for development environments.

Generates high-quality pull requests adhering to .github/PULL_REQUEST_TEMPLATE.md for efficient code review and integration.