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Viniciuscarvalho
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spec-orchestrator

Coordinate end-to-end spec development with autonomous writing and parallel AI reviews.

11|2|Updated Jan 19, 2026
Search Tags:#multi-agent#spec#orchestrator#iterations#ai-review#review-workflow#spec-writer
One-click install
npx skills add https://github.com/Viniciuscarvalho/Feature-marker --skill spec-orchestrator-viniciuscarvalho
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: spec-orchestrator
Source: https://github.com/Viniciuscarvalho/Feature-marker/tree/main/feature-marker-dist/feature-marker/resources/spec-workflow/skills/spec-orchestrator
Command: npx skills add https://github.com/Viniciuscarvalho/Feature-marker --skill spec-orchestrator-viniciuscarvalho

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill addresses the challenge of coordinating the end-to-end development of software specifications. It orchestrates writer and reviewer roles, enabling AI personas to propose, critique, and improve specs in a structured loop until alignment is reached.

Core Features & Use Cases

  • Multi-agent spec lifecycle: writes clear, testable specs from a topic or existing spec.
  • AI-driven reviews: parallel personas critique and iterate on the spec content.
  • Iteration tracking and escalation: records history and escalates to human review when needed.
  • Configurable workflow: supports max iterations, auto-approval thresholds, and reviewer selection.

Quick Start

Provide a topic or path to an existing spec to start writing, reviewing, and iterating toward approval.

Frequently Asked Questions about spec-orchestrator

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

FAQPage Schema
How do I automate spec reviews using multiple AI agents?▼

You can automate spec reviews by configuring a multi-agent orchestrator to deploy parallel AI personas that critique and iterate on specification content until alignment is reached.

What is a multi-agent spec development lifecycle?▼

A multi-agent spec development lifecycle coordinates autonomous spec-writing and parallel AI reviews to propose, critique, and improve software specifications in a structured iteration loop.

How do I write testable software specs from a simple topic?▼

To write testable software specs from a topic, provide the topic to an autonomous spec-writing workflow which generates clear specifications and initiates iterative AI-driven reviews.

Can I configure auto-approval thresholds for AI spec reviews?▼

Yes, you can configure auto-approval thresholds, maximum iterations, and reviewer selection within the spec orchestration workflow to control when the lifecycle stops or escalates.

When should I escalate AI generated specifications to human review?▼

You should escalate AI generated specifications to human review when the configurable workflow reaches maximum iterations without reaching auto-approval thresholds or alignment.

Does the multi-agent spec orchestrator work with existing specifications?▼

Yes, the multi-agent spec orchestrator works with existing specifications by applying classification, risk assessment, and parallel AI reviews to iteratively revise and improve them.

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