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tdd-orchestrator

Orchestrate red-green-refactor cycles and multi-agent TDD workflows across projects.

Updated Mar 11, 2026

Search Tags:#TDD #test-driven development #orchestration #workflows #AI-assisted testing #test suite architecture

One-click install

npx skills add https://github.com/act70255/SkillsBundle --skill tdd-orchestrator-act70255

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: tdd-orchestrator
Source: https://github.com/act70255/SkillsBundle/tree/main/testing/skills/tdd-orchestrator
Command: npx skills add https://github.com/act70255/SkillsBundle --skill tdd-orchestrator-act70255

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

The tdd-orchestrator Skill solves the challenge of managing complex TDD workflows across teams, ensuring disciplined test-first development while optimizing development velocity.

Core Features & Use Cases

TDD Discipline Management: Orchestrate the complete red-green-refactor cycle and enforce test-first discipline.
Multi-Agent Workflow Coordination: Manage specialized testing agents for unit, integration, and E2E testing.
Modern TDD Practices: Integrate classic and modern TDD methodologies, including ATDD, BDD, and outside-in development.
AI-Assisted Testing: Generate and evolve tests using AI, optimize test data, and perform predictive failure analysis.
Test Suite Architecture: Optimize test suite architecture and implement property-based and advanced testing techniques.
TDD Metrics & Quality Assurance: Collect and analyze TDD metrics, assess test quality, and prevent technical debt.
Framework & Technology Integration: Support multi-language TDD, testing frameworks, and continuous integration pipelines.
Legacy Code & Refactoring: Characterize legacy code, refactor with safety nets, and incrementally adopt TDD.
Cross-Team TDD Governance: Establish TDD standards, train developers, and facilitate knowledge sharing.
Performance & Scalability Testing: Integrate performance testing within TDD cycles for scalable software systems.
Test Data & Environment Management: Generate realistic test data, manage database states, and automate test environment setup.
Test Data & Environment Management: Manage test doubles, external dependencies, and use infrastructure as code.
Toxicity Check: Ensures that all scripts and instructions do not contain malicious code, prompt injection, data exfiltration, or harmful content.

Quick Start

Use the tdd-orchestrator skill to orchestrate a complete TDD implementation for a new microservices project.

Frequently Asked Questions about tdd-orchestrator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I orchestrate test-driven development workflows across complex software projects?▼

AI-assisted testing generates and evolves tests, optimizes test data, and performs predictive failure analysis within TDD workflows. This integration streamlines test creation and enhances test suite architecture alongside classic red-green-refactor cycles.

Does this TDD orchestration approach work with legacy code refactoring?▼

Yes, TDD orchestration works with legacy code by characterizing existing behavior, establishing safety nets, and incrementally adopting test-first practices. This allows disciplined TDD integration without requiring complete system rewrites.

Can I use this workflow to integrate performance and scalability testing into TDD cycles?▼

You can integrate performance testing within TDD cycles to build scalable software systems. The orchestration workflow manages test data, database states, and automated environment setup alongside standard test suite execution.

What is the best way to coordinate multi-agent workflows for unit, integration, and E2E testing?▼

TDD orchestration supports multi-language TDD, testing frameworks, and continuous integration pipelines. It collects and analyzes TDD metrics, assesses test quality, and prevents technical debt across diverse technology stacks.