aif-loop

Orchestrate multi-iteration Reflex Loop phases to refine artifacts until quality gates pass.

Updated Apr 3, 2026
One-click install
npx skills add https://github.com/ExsyDev/eye-blinking --skill aif-loop-exsydev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aif-loop
Source: https://github.com/ExsyDev/eye-blinking/tree/main/.claude/skills/aif-loop
Command: npx skills add https://github.com/ExsyDev/eye-blinking --skill aif-loop-exsydev

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill implements a strict, multi-iteration Reflex Loop to iteratively refine an artifact using defined phases (PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, REFINE) until quality gates pass or a maximum number of iterations is reached.

Core Features & Use Cases

  • Enforces a phase-based workflow with clear contracts and persistence across sessions.
  • Supports interactive setup to generate and confirm success criteria and iteration limits.
  • Orchestrates parallel PREPARE and PRODUCE tasks, followed by evaluated checks and targeted refinements.

Quick Start

Start a new loop with your task prompt and confirm the criteria explicitly to begin.

Frequently Asked Questions about aif-loop

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

FAQPage Schema
How do I automate iterative refinement for AI-generated artifacts?

Automated iterative refinement is orchestrated through a multi-iteration Reflex Loop that cycles through PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases until quality gates pass or iteration limits are reached.

Can I resume an AI evaluation loop across different sessions?

Yes, AI evaluation loops support persistent state across sessions using 3+1 persistence files, allowing you to easily resume, stop, or clean up iterative refinement tasks.

How do I set quality gates for an automated artifact evaluation loop?

Quality gates are established during an interactive setup where you explicitly confirm success criteria and maximum iteration limits before the evaluation loop begins processing.

What is a Reflex Loop for software artifact generation?

A Reflex Loop is a strict, multi-iteration workflow that orchestrates parallel PREPARE and PRODUCE tasks, followed by evaluated checks and targeted refinements to improve software artifacts.

Do I need project-specific rules to run an automated iteration loop?

Yes, the iteration loop loads project-specific rules, phase contracts, and templates from your workspace to properly guide the evaluation and refinement phases.

What are the limitations of automated artifact refinement loops?

Automated artifact refinement loops are constrained by explicitly defined maximum iteration limits and require strict quality gate criteria to pass before completion, preventing infinite cycles.