1. Software Development

Guides solution design phase with detailed rules for ideation, task breakdown, risk assessment, and solution package creation.

Provides detailed rules for requirements analysis, including requirement scoring, follow-up logic, and code analysis steps.

Provides detailed rules for the development implementation phase, covering execution workflows, code standards, consistency audits, and solution package migration.

Guides requirements analysis with scoring rules, follow-up logic, and code analysis steps during project initiation.

Provides detailed rules for the development implementation phase, covering execution flow, code specifications, consistency audits, and solution package migration.

Processes user commands to debug output and preview HTML within the Ray desktop application for real-time development visualization.

Generates well-structured git commit messages following industry best practices for version control in software development workflows.

Generates clear, active-voice logger messages for Simple History event logs, enhancing code readability and user experience in application logging.

Enforces WordPress coding standards and provides linting/static analysis for PHP, CSS, and JavaScript code to maintain quality and consistency.

Guides creation of a new walkerOS destination using example-driven workflow, starting with research and examples before implementation.

Provides insights into event capture patterns and source handling across browser, dataLayer, and server environments for effective implementation in web applications.

Debugs event flow and mapping problems using proven strategies for efficient troubleshooting in software development.

Guides creation of a new walkerOS source through example-driven workflow, starting with research and input examples to inform implementation.

Guides testing strategy implementation for walkerOS packages, including environment patterns and package-specific test examples.

Guides implementation of structured logging patterns, replacement of console.log, and API call logging while adhering to DRY principles.

Guides contributors on walkerOS project conventions, including build/test/lint workflows, XP principles, folder structure, and package usage before coding.

Covers event structure, entity-action naming, statelessness, and vendor-agnostic design for software development.

Generates production-ready Python API clients from captured browser traffic (HAR files) for automating web interactions and undocumented APIs.

Updates Flutter project dependencies in pubspec.yaml with changelog verification for major versions, supporting bulk or targeted package updates.

Automates renaming service documentation and updating all references in code and configuration files upon service name changes.

Generates Go table-driven tests following community best practices, eliminating duplicated test code during development or refactoring.

Builds dynamic, interactive web applications using templ and HTMX for real-time UI updates and AJAX interactions.

Provides iterative techniques for code refactoring, system design, and process optimization to avoid over-engineering while enhancing error handling and validation.

Enables parallel development across multiple Git branches using worktrees, eliminating stashing needs and supporting isolated testing and PR reviews.