Manage iterative artifact refinement loops across PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases.
npx skills add https://github.com/ichinya/idshka --skill aif-loop-ichinya
Please help me install this Agent Skill. Skill: aif-loop Source: https://github.com/ichinya/idshka/tree/main/.codex/skills/aif-loop Command: npx skills add https://github.com/ichinya/idshka --skill aif-loop-ichinya
Reflex loops are complex coordination tasks that help improve an artifact by iterative planning, production, evaluation, critique, and refinement until acceptance criteria are met.
Run an automated reflex loop to progressively refine an artifact across PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE.
High-intent search queries and answers about installing and using this skill.
An automated reflex loop coordinates PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases to progressively improve artifacts. It persists state between iterations and enforces configurable stop conditions for reproducible iterative refinement.
Reflex loops maintain persistent state across iterations by recording artifacts, checks, and history during each phase. This persistent state enables reproducibility and supports resuming workflows across different sessions without losing prior evaluation progress.
Yes, the workflow supports parallel execution where possible during the iterative phases. Running compatible operations concurrently reduces total cycle time while maintaining strict phase contracts across the PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE stages.
You can resume an interrupted artifact refinement workflow by leveraging the persistent state recorded across sessions. The loop stores history, checks, and artifacts at each phase boundary, allowing you to restart from the last completed step without re-running the entire pipeline.
You can configure stop conditions within the reflex loop to define when the iterative refinement should terminate. These conditions act as acceptance criteria evaluated during the EVALUATE phase, ensuring the loop only stops when artifacts meet your specified quality thresholds.
Strict phase contracts ensure that each stage of the reflex loop—PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE—produces predictable, reproducible outputs. This structural consistency guarantees that artifacts, checks, and history are reliably recorded across all iterations.
HaRu-LLCDefine quality objectives, metrics, QA activities, and acceptance criteria for a project.
EndUser123Apply a Generate, Critique, and Improve loop to refine AI reasoning.
Svarog83Run a multi-phase Reflex Loop to iteratively refine artifacts.
afterworkRun multi-iteration reflex loops with PLAN, PRODUCE, EVALUATE, CRITIQUE, and REFINE phases.
