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Implementation Planner

Generates granular, test-driven implementation plans that enable developers or AI subagents to execute complex features with zero codebase context.

Defense-in-Depth Validation

Implements a multi-layered validation strategy to catch bugs at every system boundary and make structural failures impossible.

CI/CD Pipeline Patterns

Automates and optimizes CI/CD pipeline configurations, GitHub Actions workflows, and deployment strategies for modern applications.

Build Manifest Generator

Generates layered build guides and execution blueprints by mapping project architecture to available marketplace plugins.

Software Architecture & Quality

Enforces high-quality software development standards using Clean Architecture and Domain-Driven Design principles.

Springfield Autonomous Developer

Orchestrates end-to-end software development lifecycles through a multi-phase autonomous workflow including research, planning, and validation.

Skill Usage Orchestrator

Enforces a mandatory protocol for discovering, announcing, and executing specialized skills to ensure rigorous development standards.

Structured Plan Execution

Executes multi-step implementation plans in controlled batches with systematic review checkpoints to ensure high-quality code changes.

Root Cause Tracing

Systematically traces bugs backward through the call stack to identify and fix the original trigger rather than just treating symptoms.

Kobo SRT Subtitle Translation

Translates video subtitles and transcripts in SRT format while adhering to specific character limits, spoken language patterns, and KoboToolbox brand guidelines.

Factory Quality Validator

Ensures the quality and schema compliance of generated components through automated validation, scoring, and auto-fixing.

Condition-Based Test Waiting

Eliminates flaky tests by replacing arbitrary timeouts with smart condition polling to ensure reliable and fast async operations.

Claude Component Factory

Automates the scaffolding and validation of Claude Code commands, skills, and agents to ensure consistent directory structures and naming conventions.

Systematic Debugging Framework

Applies a rigorous four-phase scientific framework to identify root causes and implement reliable fixes for complex software bugs.

Parallel Agent Dispatcher

Orchestrates multiple concurrent Claude agents to investigate and resolve independent codebase failures simultaneously.

Skill Contribution Workflow

Streamlines the process of contributing local Claude Code skills to upstream repositories using standardized git and GitHub CLI workflows.

Gencast Podcast Generator

Transforms documents and markdown files into professional, conversational audio podcasts directly within your terminal.

Brainstorming & Design Refinement

Transforms rough conceptual ideas into structured technical designs through Socratic questioning and comparative architectural exploration.

Git Worktree Isolation Manager

Creates and manages isolated Git worktrees with automated dependency setup and safety verification for cleaner feature development.

Skill Testing with Subagents

Applies Test-Driven Development (TDD) principles to verify and bulletproof Claude Code skills against agent rationalization.

AI Code Reviewer

Dispatches specialized subagents to review code implementations against requirements and plans before merging.

Infrastructure as Code (IaC) Architect

Generates production-ready infrastructure configurations for major cloud providers and container orchestration platforms automatically.

Testing Anti-Patterns Guard

Prevents common software testing errors by enforcing best practices for mocking, production code isolation, and test-driven development.

Test-Driven Development (TDD) Superpowers

Enforces a strict test-first development workflow to ensure code reliability and eliminate technical debt.

Verification Before Completion

Enforces a strict evidence-based protocol requiring empirical verification before any task is marked as complete or successful.

M365 Agent Architect

Architects robust Microsoft 365 Copilot agents by selecting optimal capabilities and designing strategic multi-agent systems.

TDD Writing Skills

Applies Test-Driven Development principles to documentation and skill creation to ensure bulletproof AI agent compliance.

AI Implementation Planner

Generates granular, TDD-focused implementation plans with exact file paths and code examples for zero-context codebase development.

Factory Orchestrator

Orchestrates complex multi-agent workflows by delegating tasks to specialized expert agents for multi-domain projects.

Subagent-Driven Development

Executes multi-task implementation plans by dispatching specialized subagents for each step with integrated code reviews.