aif-loop

Iteratively refine an OpenAPI specification by executing a strict multi-iteration Reflex Loop through PLAN, PRODUCE, EVALUATE, CRITIQUE, and REFINE phases. This process improves the artifact until predefined quality gates are satisfied or iteration limits are reached.

A Reflex Loop for artifact generation is a structured process that cycles through PLAN, PRODUCE, EVALUATE, CRITIQUE, and REFINE phases to improve output quality. It continuously evaluates the artifact against quality gates and applies targeted critiques to refine the result across multiple iterations.

Implement quality gates for automated code or documentation refinement by defining strict evaluation criteria within an iterative loop. The process evaluates the artifact during the EVALUATE phase, triggering the CRITIQUE and REFINE phases repeatedly until the quality thresholds are met.

Yes, you can resume an interrupted iterative refinement loop. The system manages persistent state through JSON and Markdown files within a dedicated directory structure, allowing you to check status, list past runs, and continue interrupted loops without losing progress.

Iterative artifact generation works for both code and high-level specifications. The multi-phase loop refines various artifacts like OpenAPI specifications, code, or documentation, ensuring they meet predefined quality standards before the process completes.

You should not use an automated iterative refinement loop when your task requires only a single pass generation without strict quality gating. The loop is designed for complex, multi-step artifact generation that requires continuous evaluation, critique, and refinement until quality thresholds are satisfied.