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caobingsheng
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tdd-orchestrator

Orchestrate red-green-refactor TDD cycles across multi-agent teams.

1|Updated Mar 26, 2026
Search Tags:#testing#tdd#multi-agent#orchestration#ci-cd#workflows
One-click install
npx skills add https://github.com/caobingsheng/skills --skill tdd-orchestrator-caobingsheng
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tdd-orchestrator
Source: https://github.com/caobingsheng/skills/tree/main/tdd/tdd-orchestrator
Command: npx skills add https://github.com/caobingsheng/skills --skill tdd-orchestrator-caobingsheng

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manages and optimizes the end-to-end red-green-refactor TDD cycle across multiple agents and teams, ensuring disciplined testing practices and cross-team coherence.

Core Features & Use Cases

  • Orchestrates red-green-refactor cycles across unit, integration, and end-to-end tests with multi-agent coordination.
  • Enables cross-repo TDD governance, workflow synchronization, and task delegation for parallel test development and validation.
  • Supports AI-assisted test planning, maintenance, and rapid feedback to sustain velocity without compromising quality.

Quick Start

Ask the AI to set up a multi-agent TDD workflow for a new project and define guardrails to enforce the cycle.

Frequently Asked Questions about tdd-orchestrator

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

FAQPage Schema
How do I coordinate TDD workflows across multiple development teams?▼

Multi-agent TDD coordination is automated by orchestrating red-green-refactor cycles, synchronizing workflows, and delegating tasks across teams to maintain cross-repo test governance and coherence.

Can I use multi-agent orchestration to enforce disciplined red-green-refactor cycles?▼

Yes, multi-agent orchestration enforces disciplined red-green-refactor cycles by coordinating test development and validation across unit, integration, and end-to-end tests with rapid AI-assisted feedback.

What is the best way to manage cross-repo test governance in a CI/CD pipeline?▼

The best way to manage cross-repo test governance is automating TDD workflow synchronization and task delegation, integrating directly with common CI pipelines and testing ecosystems to sustain velocity.

How do I set up a multi-agent TDD workflow for a new project?▼

To set up a multi-agent TDD workflow, ask the AI to initialize the project orchestration and define guardrails that enforce the red-green-refactor cycle across all participating agents.

Does AI-assisted test generation work with existing testing frameworks and CI pipelines?▼

Yes, AI-assisted test generation integrates with common frameworks and CI pipelines, applying automated test planning and maintenance to sustain development velocity without compromising quality.

Why does TDD coordination fail across distributed teams without workflow synchronization?▼

TDD coordination fails without workflow synchronization because parallel test development fragments the red-green-refactor cycle, breaking cross-repo test governance and team coherence.

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