implement

Name: implement
Availability: InStock
Author: LangWatch

Initialize a GitHub issue-driven implementation workflow with a plan-code-review loop.

3.5k|340|Updated Sep 9, 2023

Search Tags:#workflow #planning #github #issue #orchestrator #code-review #implement

Ready to run

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

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Starting an implementation workflow is simplified by tying work to a GitHub issue, enabling teams to track progress from issue context through a structured orchestration loop.

Core Features & Use Cases

Retrieve and link issue context to a centralized orchestrator
Execute a deterministic plan-code-review loop (plan, code, review) for feature development
Maintain an auditable trail of decisions and progress across the issue lifecycle

Quick Start

Provide an issue number or URL to begin the implement workflow and start the orchestration loop.

Frequently Asked Questions about implement

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

FAQPage Schema

How do I start an implementation workflow from a GitHub issue?▼

To start an implementation workflow, provide a GitHub issue number or URL to initialize the orchestration loop, which fetches the issue context and prepares the plan-code-review cycle for execution.

What is issue-driven orchestration for feature development?▼

Issue-driven orchestration is a deterministic workflow that links a GitHub issue to a centralized orchestrator, executing a plan-code-review loop to maintain traceability and incremental progress across the issue lifecycle.

How does the plan-code-review loop work under centralized orchestration?▼

The plan-code-review loop operates under centralized orchestration by deterministically cycling through planning, coding, and reviewing phases, ensuring an auditable trail of decisions and incremental progress for feature development.

Can I track progress and audit decisions using a GitHub issue workflow?▼

Yes, the GitHub issue workflow maintains an auditable trail of decisions and progress across the issue lifecycle by tying work to issue context and operating under a centralized orchestrator with explicit steps.

Do I need to provide a GitHub issue URL to use the orchestration loop?▼

Yes, you need to provide a GitHub issue number or URL to begin the workflow, as the orchestrator fetches the issue context to initialize the deterministic plan-code-review implementation cycle.

What's the best way to ensure traceability during code implementation?▼

The best way to ensure traceability is to use an issue-driven orchestration workflow that links a centralized orchestrator to a GitHub issue, maintaining an auditable trail of decisions and explicit orchestration steps.