product-builder-orchestrator

Classify broad product requests and route them to specialist skills for a phased execution plan.

Updated Apr 19, 2026
One-click install
npx skills add https://github.com/saranskumar/anti-slop --skill product-builder-orchestrator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: product-builder-orchestrator
Source: https://github.com/saranskumar/anti-slop/tree/main/archive/skills-legacy/product-builder-orchestrator
Command: npx skills add https://github.com/saranskumar/anti-slop --skill product-builder-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill acts as a dedicated planner that interprets broad product requests, dissects them into actionable stages, and routes the work to the most suitable specialist skills to generate a unified strategy and execution plan.

Core Features & Use Cases

  • Idea-to-plan routing: Classifies the scope and assigns the right skills for idea evaluation, MVP planning, UX, frontend, backend, data, and launch strategy.
  • Modular orchestration: Coordinates multi-step workflows by sequencing skills and preserving clear handoffs.
  • Risk and dependency awareness: Produces a risks/open questions list and a phased roadmap to reduce uncertainty.

Quick Start

Provide an end-to-end product plan for a new app concept and let the orchestrator route tasks to the appropriate skills.

Frequently Asked Questions about product-builder-orchestrator

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

FAQPage Schema
How do I create an end-to-end product plan from a broad app concept?

To create an end-to-end product plan, this orchestrator classifies your app concept, dissects it into actionable stages, and routes tasks to specialist skills for strategy, UX, architecture, and launch planning to produce a unified execution roadmap.

What is the best way to orchestrate multi-step product building workflows?

Orchestrating multi-step product building workflows involves sequencing specialist skills and preserving clear handoffs between each phase. This modular orchestration approach ensures your end-to-end product initiative maintains coherence across strategy, frontend, backend, and data stages.

How do I identify risks and dependencies when planning a new product initiative?

To identify risks and dependencies during product planning, this skill evaluates your broad request and generates a dedicated risks and open questions list alongside a phased roadmap. This reduces uncertainty and highlights critical dependencies before execution.

Can I use this to route MVP planning and UX strategy tasks separately?

Yes, you can route MVP planning and UX strategy tasks separately. The skill classifies the scope of your product request and assigns the right specialist skills to handle idea evaluation, UX, architecture, and frontend work independently.

Does this product orchestrator handle both backend architecture and launch strategy?

Yes, this product orchestrator handles both backend architecture and launch strategy. It applies to end-to-end product initiatives that span strategy, UX, frontend, backend, data, and launch strategy, routing each domain to the most relevant specialist skills.