aprx-iterate

Automate iterative APRX specification refinement with GPT Pro feedback until convergence.

Updated Aug 27, 2026

Search Tags:#automation #workflow #specification #readme #convergence #iterative-refinement #aprx

Ready to run

npx skills add https://github.com/Dunc4nJ/agent-skills --skill aprx-iterate

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: aprx-iterate
Source: https://github.com/Dunc4nJ/agent-skills/tree/main/skills/aprx-iterate
Command: npx skills add https://github.com/Dunc4nJ/agent-skills --skill aprx-iterate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the APRX iterative refinement workflow until convergence, eliminating manual rounds of GPT Pro review and manual file updates.

Core Features & Use Cases

Automates running iterative APRX rounds, integrating GPT Pro feedback into the spec and README, and tracking convergence.
Auto-configures the local APRX workflow environment when needed and enforces strict file-scope changes to workflow documents.
Provides autonomous execution with built-in error handling and a final integration summary.

Quick Start

Kick off the autonomous APRX iteration by running the iterate workflow with your workflow configuration.

Frequently Asked Questions about aprx-iterate

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

FAQPage Schema

How do I automate iterative specification refinement until convergence?▼

Automated iterative specification refinement runs successive rounds, integrating external feedback into your spec and README while tracking convergence. This eliminates manual review and file updates by enforcing autonomous execution with built-in error handling and final reporting.

What is APRX iterative refinement and how does the convergence process work?▼

APRX iterative refinement is an automated workflow that runs successive rounds of feedback integration into your specification. It works by tracking convergence metrics across rounds, applying auto-configuration, and enforcing strict file-scope modifications to workflow documents only until the spec stabilizes.

How do I integrate GPT Pro feedback into my workflow specification automatically?▼

You can integrate GPT Pro feedback automatically by running an autonomous iteration workflow that processes review notes and applies them to your spec and README. It handles authentication, enforces strict file-scope changes to workflow documents, and generates a final integration summary.

Does the automated specification workflow require any manual configuration or authentication setup?▼

The automated specification workflow auto-configures the local environment when needed and handles authentication automatically. It enforces autonomous execution with robust error handling, meaning no manual configuration or authentication setup is required before initiating the iterative refinement rounds.

What are the file scope limitations when running autonomous specification convergence?▼

The strict file-scope limitation ensures the workflow only modifies workflow documents such as the specification and README. It will not alter files outside this defined scope, providing a safe boundary for automated iterative refinement and preventing unintended changes to your broader project structure.

Why does my iterative specification workflow stop before reaching convergence?▼

An iterative specification workflow may stop prematurely due to robust error handling intercepting execution failures. The process enforces autonomous execution and provides a final integration summary, including a convergence score and a summary of changes, to help diagnose where the refinement cycle halted.