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aif-loop

Run a multi-phase Reflex Loop to iteratively refine artifacts.

Updated Aug 4, 2025
Search Tags:#automation#quality-gates#iteration-management#reflex-loop#artifact-refinement#task-based-parallelism
One-click install
npx skills add https://github.com/Svarog83/php-log-monitor --skill aif-loop-svarog83
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif-loop
Source: https://github.com/Svarog83/php-log-monitor/tree/main/.cursor/skills/aif-loop
Command: npx skills add https://github.com/Svarog83/php-log-monitor --skill aif-loop-svarog83

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Run a strict, multi-phase Reflex Loop to drive iterative refinement of an artifact until quality gates are met or iteration limits are reached.

Core Features & Use Cases

  • Strict phase contracts enforce clear boundaries and predictable progress across iterations.
  • Parallel task execution accelerates PLAN/PRODUCE/PREPARE and EVALUATE stages with safe fallbacks.
  • Persistent state keeps run history across sessions for resume and auditing.

Quick Start

Execute a new loop with your task prompt and let the system guide you through confirmation-driven setup and iteration.

Frequently Asked Questions about aif-loop

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

FAQPage Schema
How do I set up an iterative AI refinement loop for artifact quality?▼

The refinement mechanism applies a strict multi-phase Reflex Loop across PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases. Strict phase contracts enforce clear boundaries and predictable progress across iterations.

Can I resume an artifact refinement loop across different sessions?▼

Yes, persistent state storage keeps run history across sessions for resume and auditing. This allows you to pause iterative refinement and continue the quality-gated generation process later without losing progress.

What is the best way to accelerate artifact generation and evaluation phases?▼

Parallel task execution accelerates PLAN, PRODUCE, PREPARE, and EVALUATE stages with safe fallbacks. This task-based parallelism speeds up artifact refinement while maintaining strict quality gates within the Reflex Loop.

Does iterative artifact refinement work for tasks requiring strict quality gates?▼

Iterative artifact refinement works for tasks requiring quality-gated generation, critique, and refinement across multiple iterations. The strict phase contracts ensure clear boundaries and predictable progress throughout the process.

When should I not use a multi-phase Reflex Loop for artifact generation?▼

A multi-phase Reflex Loop is not suitable for simple tasks that do not require iterative critique or quality gates. It requires persistent state storage and parallel Task-based execution, making it excessive for straightforward generation without refinement needs.

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