aif-loop

Execute iterative planning, production, evaluation, and refinement loops for complex artifacts.

Updated Jul 15, 2026
One-click install
npx skills add https://github.com/o2b3k/idomarketingbot --skill aif-loop-o2b3k
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aif-loop
Source: https://github.com/o2b3k/idomarketingbot/tree/main/.claude/skills/aif-loop
Command: npx skills add https://github.com/o2b3k/idomarketingbot --skill aif-loop-o2b3k

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the problem of inconsistent or low-quality AI-generated artifacts by enforcing a strict, multi-iteration reflex loop that ensures outputs meet predefined quality gates before completion.

Core Features & Use Cases

  • Reflexive Iteration: Automatically cycles through planning, production, evaluation, critique, and refinement phases.
  • Quality Gates: Uses configurable thresholds and mandatory checks to ensure artifacts meet specific standards.
  • Use Case: Use this when you need to generate complex technical documentation, API specifications, or codebases that must pass rigorous validation tests and adhere to strict architectural rules.

Quick Start

Start a new iterative loop by providing a task description to the aif-loop skill.

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 complex technical documentation?

Automated iterative refinement uses a strict multi-iteration reflex loop to cycle through planning, production, evaluation, and refinement phases until artifacts meet predefined quality gates.

What is a quality-gated artifact generation workflow?

A quality-gated artifact generation workflow enforces automated validation checks and configurable thresholds during complex generation tasks, ensuring outputs adhere to strict architectural rules before completion.

How do I set up a multi-iteration reflex loop for API specifications?

Start a new iterative loop by providing a task description; the system then applies persistent state management and parallel check execution to validate API specifications against quality gates.

Does automated artifact validation support parallel check execution?

Yes, automated artifact validation satisfies requirements for parallel check execution, running multiple rigorous quality gate evaluations simultaneously during the critique phase of the reflex loop.

When do I need an iterative quality gate workflow for codebase generation?

You need an iterative quality gate workflow for codebase generation when complex outputs must pass rigorous validation tests, adhere to strict architectural rules, and require persistent state management across refinement cycles.

Best way to enforce architectural rules during automated code generation?

Enforce architectural rules during automated code generation by applying a strict multi-iteration reflex loop with configurable thresholds and mandatory checks to ensure artifacts meet specific standards.