1. Software Development

Diagnoses and resolves Nix evaluation errors, build failures, and module conflicts in Nix package configurations.

Adds a new persistent event type to the system's event log, enabling tracking of write operations and extending event handling capabilities.

Adds human-readable strings to localization resources for translation into multiple languages, enabling multilingual application interfaces.

Creates efficient TypeScript automation scripts leveraging Inquirer.js, zx, and modern features like top-level await for command-line tooling.

Automates monorepo dependency consolidation into a root catalog, version pinning, and upgrading to latest package versions.

Expertly writes idiomatic Zig code for systems programming, emphasizing manual memory management, error handling, and compile-time programming without C dependencies.

Performs comprehensive code audits for Ruby on Rails applications against thoughtbot best practices, covering testing, security, design, and conventions.

Provides a systematic debugging methodology using hypothesis-driven analysis and verification agents for incident response, codebase archaeology, and root cause analysis.

Enforces structured git workflows with conventional commits, selective staging, and no force pushes, triggering on core git operations.

Creates or updates Vitest unit tests for TypeScript functions following project conventions (strict ExpectType, pipe compatibility).

Reviews code for security, quality, performance, and test coverage using parallel specialized agents to ensure robust and maintainable code.

Validates test coverage and quality, identifying gaps and ensuring >80% statement coverage for files in the testing/ directory.

Provides tools for developing Holochain hApps, including environment setup, zome creation, hREA integration, and Tryorama testing.

Automates code implementation from task plans, including test writing and status updates, with research agent fallback for blockers.

Runs a live smoke test for the Looper tool by creating a temporary project, executing one iteration, and reporting results to verify behavior.

Provides best practices for writing high-quality, maintainable, and type-safe Python code using modern features and idiomatic patterns.

Enables implementation of 7-layer Effect-TS architecture, standardizing services, stores, and error handling for Holochain hApp domains.

Guide for implementing interactive HTML-based UI extensions (MCP Apps) for MCP servers, enabling rich interfaces alongside tool results in conversational AI hosts.

Guide for implementing ChatGPT Apps with OpenAI Apps SDK, covering MCP server setup, interactive UI components, authentication, and deployment to ChatGPT platform.

Generates changeset files for version control and changelog creation, enabling structured release management and version bumping in software projects.

Validates schema.org structured data (JSON-LD, Microdata) in HTML or from a URL using the official validator to ensure SEO compliance and fix markup issues.

Creates test cases for functions and modules to support Test-Driven Development and improve code coverage.

Automatically generates API reference documentation from code docstrings for public module interfaces.

Deprecated skill for regenerating planning issues; now managed directly through GitHub issues via related skills.