Search Skills

Handles code review feedback with technical precision, ensuring thoughtful implementation rather than superficial agreement or blind execution.

Focuses on reducing software complexity through core engineering practices to enhance maintainability and scalability.

Guides developers in selecting descriptive, accurate variable names to improve code clarity and maintainability.

Generates structured implementation plans with bite-sized tasks for engineers new to a codebase, enabling immediate task execution and onboarding.

Applies Test-Driven Development (TDD) to create robust process documentation through subagent testing and iterative refinement.

Systematically traces bugs backward through the call stack to identify the original trigger point in software applications.

Hides implementation complexity behind clean interfaces, allowing developers to work with domain concepts rather than technical details.

Enforces clean class design by ensuring interfaces maintain a single cohesive abstraction without mixing domain logic, serialization, or persistence concerns.

Maintains skills wiki health by verifying link integrity, naming consistency, cross-references, and content coverage.

Identifies and extracts multi-responsibility routines to ensure each routine has a single responsibility.

Guides developers to create pseudocode designs, iterate on approaches, and translate them into functional code for structured development.

Guides iterative idea refinement using the Socratic method to transform concepts into polished, fully-formed design solutions.

Guides developers to avoid common testing anti-patterns, such as testing mock behavior and adding test-only methods to production code.

Automates completion of a development branch with options for merge, pull request, or cleanup.

Searches past Claude Code conversations for context, facts, and decisions using semantic or text search to enhance productivity.

Applies the RED-GREEN-REFACTOR TDD cycle to document testing processes, address failures, and iteratively close code loopholes.

Runs verification commands and checks output to confirm success before declaring task completion.

Introduces the skills system with mandatory workflows, search tool functionality, and brainstorming triggers for effective user onboarding.

Installs the Claude skills system through Git repository management, installer execution, and configuration file editing.

Provides guidance on writing code comments explaining the rationale and non-obvious decisions, not the mechanics.

Provides testing utilities for the Oak AI project, including Jest unit tests, Playwright E2E tests, coverage reports, and test filtering.

Enforces Oak's Git conventions including branch naming, conventional commit messages, PR templates, and CI check monitoring for streamlined code collaboration.

Manages local development environment for Oak AI, including dev server on port 2525, build commands, and environment variable scripts.

Manages team tasks and sprints in Notion through automated queries and updates for efficient workload tracking.