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Development Branch Finishing Checklist

Ensures high-quality code merges by enforcing a comprehensive 10-point checklist before creating Pull or Merge Requests.

Requirements Gathering

Systematically clarifies app specifications through interactive questioning to generate a structured project roadmap.

Test Patterns

Simplifies the creation and organization of robust tests using industry-standard patterns across multiple programming languages.

Iterative Context Retrieval

Refines codebase context for AI agents through a multi-phase loop to ensure subagents possess precise information for complex tasks.

Documentation Steward

Maintains repository documentation by synchronizing core truths, preventing content drift, and optimizing layouts for both humans and AI agents.

Python F-String Modernizer

Automates the modernization of legacy Python codebases by converting old-style string formatting to efficient, readable f-strings.

Obsidian Search Tool

Enables programmatic searching of Obsidian vaults using Dataview DQL and JsonLogic queries via the command line.

Python Testing Specialist

Implements comprehensive Python testing strategies using pytest, TDD methodologies, and advanced mocking patterns.

Distributed Systems Architect

Provides expert guidance and implementation patterns for building scalable, resilient, and consistent distributed architectures.

MERN Stack Deployment

Streamlines the containerization and deployment of MERN applications with production-ready Docker, CI/CD, and health monitoring configurations.

Documentation Steward

Maintains repository documentation integrity by preventing drift, organizing file taxonomies, and auditing technical claims for accuracy.

AI Code Reviewer

Performs systematic code audits to identify security vulnerabilities, logic bugs, and maintainability issues with actionable feedback.

Story-Driven Acceptance Testing

Guides Product Owners through manual verification steps to validate features before they are merged into production.

Story-Driven Review Preparation

Streamlines the transition from local development to team review by automating commit standards, PR preparation, and story log updates.

Epic Design Template

Standardizes the creation of high-level design documents for story-driven software development.

Story-Driven PR Template

Standardizes pull request creation by generating structured templates that link code changes to specific user stories and test plans.

Verification Loop

Automates a comprehensive six-phase verification workflow to ensure code quality, security, and build stability before Pull Request creation.

Story-Driven Development Template

Standardizes the creation and management of user stories using a comprehensive, story-driven development log.

API Design Patterns

Standardizes REST API development with production-grade patterns for resource naming, error handling, and scalable pagination.

Content-Hash Cache Pattern

Optimizes file processing performance by caching results based on SHA-256 content hashes rather than file paths.

Project Guidelines Framework

Standardizes project architecture and development workflows using a production-ready template for Next.js and FastAPI applications.

Code Refactoring Suite

Implements safe, test-driven refactoring patterns to improve code structure without changing external behavior.

E2E Testing Patterns for Playwright

Implements robust end-to-end testing suites using Playwright, the Page Object Model, and advanced strategies for flaky test mitigation.

E2E Testing & Playwright Patterns

Implements robust end-to-end testing suites using Playwright, the Page Object Model, and advanced flaky test mitigation strategies.

Spring Boot Patterns

Standardizes Java backend development with production-grade architecture patterns, REST API design, and resilient service layers.

TDD Workflow

Enforces rigorous test-driven development standards with comprehensive coverage requirements for robust code quality.

SQL Server & T-SQL Patterns

Implements industry-standard T-SQL best practices and performance optimization patterns for SQL Server and Azure SQL Database.

Rust Development Patterns

Provides idiomatic Rust patterns and best practices to build safe, performant, and memory-secure applications.

Hybrid Structured Text Parsing

Implements a high-performance decision framework for parsing structured text by combining deterministic regex with LLM-powered edge case validation.

PowerShell Development Patterns

Implements idiomatic PowerShell patterns and best practices for building robust, cross-platform scripts and modules.