impl-orchestrator

Name: impl-orchestrator
Availability: InStock
Author: nok0321

Automate six-stage development orchestration for Claude Code components.

Updated Apr 12, 2026

Search Tags:#automation #orchestration #pipeline #review #claude-md #sonnet #design-phase

Ready to run

npx skills add https://github.com/nok0321/claude-pipeline --skill impl-orchestrator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: impl-orchestrator
Source: https://github.com/nok0321/claude-pipeline/tree/main/skills/impl-orchestrator
Command: npx skills add https://github.com/nok0321/claude-pipeline --skill impl-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates end-to-end autonomous development orchestration for Claude Code components, coordinating a six-stage workflow from design to review and resolution.

Core Features & Use Cases

Orchestrates six stages: preparation, implementation, verification, parallel reviews, remediation, and completion.
Integrates DESIGN/*.md specifications with autonomous implementation (sonnet), verification gates, and multi-agent reviews (security/robustness/spec).
Use Case: A team defines a new component in DESIGN/*.md and the orchestrator autonomously implements, validates, and surfaces findings for fixes.

Quick Start

Run the dev-pipeline with a component name to initiate the six-stage autonomous workflow.

Frequently Asked Questions about impl-orchestrator

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

FAQPage Schema

How do I automate end-to-end development orchestration for Claude Code components?▼

Autonomous development orchestration coordinates a six-stage workflow from design to review for Claude Code components. It integrates design specifications with implementation, verification, and multi-agent reviews to complete the pipeline autonomously.

How does the multi-stage pipeline enforce alignment with design specifications?▼

The pipeline enforces alignment by integrating DESIGN/*.md specifications directly into the autonomous workflow. It triggers iterative verification gates and remediation fixes to ensure implementation matches the defined design requirements.

What is the workflow structure for autonomous implementation and review?▼

The autonomous workflow structures development across six stages: preparation, implementation, verification, parallel reviews, remediation, and completion. It uses sonnet for implementation and triggers multi-agent reviews for security, robustness, and spec compliance.

Can I run autonomous development pipelines without manual intervention between stages?▼

Yes, the orchestrator runs autonomously from preparation through completion. It automatically triggers iterative gates and fixes during remediation, surfacing review findings for resolution without requiring manual stage transitions.

Do I need DESIGN/*.md specifications before starting the pipeline?▼

Yes, DESIGN/*.md specifications are required inputs. The orchestrator integrates these design documents directly into the autonomous workflow to enforce alignment during the implementation, verification, and review stages.

What review mechanisms are applied during the autonomous development stages?▼

The pipeline applies parallel multi-agent reviews covering security, robustness, and spec compliance. These reviews surface findings during the remediation stage to trigger necessary iterative fixes before completion.