Execute a six-phase reflex-loop workflow to iteratively refine artifacts.
npx skills add https://github.com/mind-systems/mind_context --skill aif-loop-mind-systems
Please help me install this Agent Skill. Skill: aif-loop Source: https://github.com/mind-systems/mind_context/tree/main/.claude/skills/aif-loop Command: npx skills add https://github.com/mind-systems/mind_context --skill aif-loop-mind-systems
Automates a formal reflex-loop workflow that iteratively refines an artifact through well-defined phases (PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, REFINE), enabling quality-gated generation and persistent state across sessions.
Start a new loop with /aif-loop new <task> to begin iterative refinement, or /aif-loop resume to pick up a paused loop.
High-intent search queries and answers about installing and using this skill.
A reflex-loop workflow automates iterative refinement for API specs and code by cycling through PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases. It applies quality-gated generation to ensure artifacts meet defined thresholds before finalizing.
A reflex-loop workflow is an iterative process that refines artifacts across PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases. It materializes checks from task prompts during PREPARE and applies parallel evaluation to ensure quality gates are met.
To start an iterative artifact refinement loop, initiate a new task to begin the phases, or resume a paused loop. The workflow maintains persistent state across sessions using artifact, run, and history files, allowing deterministic recovery and continuation.
Yes, you can configure stop criteria and evaluation thresholds for artifact generation through inline configuration. The workflow supports flexible stopping based on quality thresholds, iteration limits, or stagnation detection, alongside parallel evaluation of independent checks.
Yes, iterative artifact critique works with persistent state across sessions using a strict model of artifact, run, and history files. This ensures deterministic history and allows you to resume paused loops without losing prior evaluation or refinement progress.
You should avoid using a reflex-loop for artifact generation when tasks do not require iterative critique or formal quality gates. The workflow adds overhead through its six-phase cycle, making it less suitable for simple generation tasks that do not need persistent state or threshold-based stopping.
Ard2pOrchestrate iterative artifact refinement through PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases.
CentauriounPopulate run report templates with execution evidence from logs and manifests.
Svarog83Run a multi-phase Reflex Loop to iteratively refine artifacts.
ExsyDevOrchestrate multi-iteration Reflex Loop phases to refine artifacts until quality gates pass.
