1. Software Development

Guides developers in creating skills, agents, and commands through a smart routing interface, optimizing for complexity-based loading.

Enables LLM invocation patterns via SDK, supporting background agents, CLI integration, and cost optimization in application development.

Automates integration test execution after unit tests, using Docker to start services and verify API contracts before code review.

Automates test execution for backend (pytest) and frontend (Playwright) upon code changes, reporting results and coverage.

Guides developers through final branch integration steps, offering structured options for merging, pull requests, or cleanup after successful testing.

Generates structured Architecture Decision Records (ADRs) to document rationale behind key technical choices in software architecture.

Provides architectural patterns for MCP gateway implementations, including Agent Gateway, Subprocess, and Daemon isolation in integration systems.

Automates selection and execution of minimal test suites to validate code changes rapidly, reducing development feedback cycles.

Step-by-step guide for developers to create new X-Fidelity plugins using a template, enabling system extension and analysis capability addition.

A guide to troubleshoot X-Fidelity analysis issues, including rule evaluation failures, VSCode extension problems, and unexpected results.

Guides creation of new packages in X-Fidelity monorepo, including structure setup and workspace dependency configuration.

Guides verification of identical analysis results between CLI and VSCode extension to ensure parity and debug output differences.

Reference guide for Claude Code Hook system capabilities, possibilities, and limitations to help developers understand hook functionality.

Analyzes vague user ideas to clarify requirements and recommend appropriate software architecture, enabling effective routing to specialized skillmaker tools.

Validates jsgui3 implementation approaches via UI lab experiments and converts results into durable documentation and reusable skills.

Provides a comprehension quiz to help developers understand their branch's code changes by analyzing the diff.

Automates static code analysis on modified files to detect complexity, dead code, and style violations before QA review.

Enables full-stack web development using MoonBit, Luna UI, and Sol Framework with features like Island Components, Server Actions, and Cloudflare Workers deployment.

Creates X-Fidelity archetype configurations for project templates, rule sets, and dependency management in software development.

Automates bug detection, diagnosis, and resolution in code repositories for autonomous maintenance of GitHub issues.

Visualizes complex code execution flows into clear diagrams, supporting local analysis, version history, and export features.

Assists in developing and reviewing React/Next.js/TypeScript frontend features with emphasis on performance and UI implementation.

Generates BL1NK workspace skills using established architecture patterns and 4-phase implementation, ensuring integration with existing infrastructure.

Assists in building and styling React UIs with shadcn/ui and Tailwind CSS for responsive, accessible, and customizable components.