Does this skill help with testing and quality assurance?

Yes, it automatically injects mandatory 'Typecheck passes' and 'Verify in browser' criteria into every generated user story.

Which AI agents are compatible with Relentless output?

The generated prd.json works with Claude Code, Amp, OpenCode, Codex, Droid, and Gemini.

What is the primary benefit of the Relentless skill?

It prevents AI agents from failing on large tasks by breaking PRDs into 'one-iteration' chunks that fit within a single context window.

Why does Relentless prioritize story ordering?

It ensures that foundational dependencies like database schemas are built before the UI components that rely on them, preventing execution errors.

Relentless PRD Orchestrator

Name: Relentless PRD Orchestrator
Author: ArvorCo

byArvorCo

•

生产力与工作流

Converts product requirements into structured, executable JSON tasks optimized for autonomous AI coding agents.

Relentless is a specialized skill designed to bridge the gap between high-level product requirements and autonomous code execution. It transforms standard Markdown or text-based PRDs into a structured prd.json format specifically engineered for AI agents like Claude Code, Gemini, and Codex. By enforcing strict architectural rules—such as limiting story size to a single context window and prioritizing dependency-aware sequencing—the skill ensures that AI agents can work through complex features iteratively without losing context or producing broken code. It is an essential tool for developers looking to automate the implementation of entire features through verifiable, sequential AI tasks.

主要功能

01Multi-agent support including Claude Code, Gemini, Amp, and Codex

02Dependency-aware story ordering (Schema -> Logic -> UI)

03Mandatory verifiable acceptance criteria and typecheck integration

04Automated PRD to prd.json transformation for autonomous execution

0575 GitHub stars

06Intelligent task splitting to ensure single-iteration completion

使用场景

01Breaking down complex refactoring projects into verified, manageable increments

02Transforming high-level feature requests into a sequence of executable AI tasks

03Setting up autonomous development pipelines that run until requirements are met

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add arvorco/relentless relentless

For use in Claude.ai and ChatGPT

Download Skill