orchestrate

Name: orchestrate
Availability: InStock
Author: LangWatch

Coordinate plan, code, and review phases by delegating tasks to agents with issue tracking.

3.5k|340|Updated Sep 9, 2023

Search Tags:#workflow #planning #code-review #orchestrate #github-issues #task-create

Ready to run

npx skills add https://github.com/langwatch/langwatch --skill orchestrate-langwatch

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/langwatch/langwatch/tree/main/.claude/skills/orchestrate
Command: npx skills add https://github.com/langwatch/langwatch --skill orchestrate-langwatch

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrating large implementation workflows requires coordinating requirements, planning, task delegation, coding, testing, and reviews across multiple agents and steps. This skill provides a centralized, repeatable flow that ensures accountability and traceability from idea to delivery.

Core Features & Use Cases

Orchestrates the plan → code → review loop by delegating tasks to agents and tracking progress.
Enforces a structured flow with steps like Plan, User Approval, Test Review, Implement, Verify, Review, E2E Verification, and Self-Check.
Integrates with issue trackers (e.g., GitHub) to tie work to issues and maintain a single source of truth.

Quick Start

Create your initial TaskCreate checklist to map requirements, then let the orchestrator manage the plan → code → review loop with delegated agents.

Frequently Asked Questions about orchestrate

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

FAQPage Schema

How do I coordinate a plan to code to review workflow with multiple agents?▼

To coordinate a plan to code to review workflow, you map requirements into a TaskCreate checklist and let the orchestrator delegate tasks to agents across implementation and verification phases. This provides a centralized flow ensuring accountability from idea to delivery.

How does agent task delegation work for software development workflows?▼

Agent task delegation works by breaking features into tracked tasks assigned to agents, enforcing a structured flow of Plan, User Approval, Test Review, Implement, Verify, and Review. Progress is tied to issue trackers like GitHub to maintain a single source of truth.

Can I use GitHub issues to track tasks during code implementation and review?▼

Yes, you can use GitHub issues to track tasks during code implementation and review. The orchestrator integrates with issue trackers to tie delegated work directly to issues, maintaining traceability and a single source of truth across the development workflow.

What is the best way to structure plan, implement, and verify phases for feature delivery?▼

The best way to structure plan, implement, and verify phases is using a defined flow: Plan, User Approval, Test Review, Implement, Verify, Review, E2E Verification, and Self-Check. This enforces guardrails and ensures features are verified before delivery.

Do I need to create a checklist before starting the plan to code orchestration?▼

Yes, you need to create an initial TaskCreate checklist before starting the orchestration. This checklist maps your requirements, which then allows the orchestrator to manage the plan, code, and review loop with delegated agents effectively.

Why does my workflow orchestration fail to maintain traceability from plan to review?▼

Workflow orchestration fails to maintain traceability when tasks are not tied to an issue tracker. Integrating GitHub issues ensures work is mapped to a single source of truth, maintaining accountability across the plan, code, and review phases.