1. Software Development

Analyzes codebases to identify dead code, duplication, complexity, and documentation bloat, enabling targeted refactoring and maintenance.

Manages Claude Code sessions with naming, checkpointing, and resuming to organize long-running development work and debugging checkpoints.

Creates language-specific Makefiles with standard build, test, and clean targets to automate software project workflows.

Provides shared utilities and constants used across scribe plugin skills (slop-detector, style-learner, doc-generator).

Enables TDD-style testing of skills using fresh subagent instances to prevent priming bias and validate effectiveness.

Conducts architecture reviews using FPF methodology, evaluating codebases through functional, practical, and foundation perspectives.

Generates detailed implementation plans for software development tasks including new features, refactoring, and architecture changes.

Automates version number updates across DecentPaste configuration files without requiring a build.

Automates Android APK/AAB build, signing with JKS, version bumping, and output preparation for GitHub and Play Console releases.

Interactive selector for software architecture paradigms, enabling comparison, evaluation, and ADR creation for new system design.

Methodology for reducing skill file size via externalization, consolidation, and progressive loading to improve maintainability and performance.

Enforces a core architectural principle where the main agent acts as a coordinator, delegating all implementation tasks to subagents for efficient task distribution.

Ensures 'fix X' specifications actually resolve the intended problem by diagnosing failures before implementation and validating results after deployment.

Provides a structured workflow for feature development, guiding teams through research, requirements, design, and task phases.

Provides frontend development standards including Vue 3 coding conventions, UI style guidelines, and TypeScript specifications for consistent code quality.

Provides Java development standards including naming conventions, exception handling, and Spring Boot best practices for consistent backend code quality.

Enforces Python development best practices including PEP 8 style, type annotations, exception handling, and testing standards.

Provides comprehensive Go development standards covering naming conventions, error handling, concurrency patterns, and testing practices.

Provides Rust-specific knowledge for backend interactions and codebase navigation in Mikoto, required before engaging with Rust code.

Creates pull requests using GitHub CLI for efficient code collaboration and review.

Provides surgical code refactoring to enhance maintainability without altering behavior, covering function extraction, variable renaming, and design pattern application.

Automates splitting staged changes or HEAD commits into fixup! commits targeting previous commits for efficient code refactoring in Git.

Collaborative workflow for code and document tasks, supporting development activities including writing, refactoring, bug fixing, and code review.

Offers expert consultation for software architecture design, code reviews, and second opinions using Gemini AI for independent technical validation.