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aif-loop - Run quality-gated iterative artifact refinement

Runs a phased Reflex Loop that produces, evaluates, critiques, and refines an artifact until quality gates pass or iteration limits are reached.

Tags

Updated: 2026-10-08

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Load project configuration
  • Initialize loop state
  • Generate artifacts
  • Prepare validation checks
  • Evaluate artifact quality
  • Critique failed results
  • Refine artifacts
  • Persist loop history
  • Resume interrupted loops
  • Manage loop commands

Inputs

  • Task prompt
  • Command arguments
  • Project configuration
  • Project context files
  • Quality criteria
  • Iteration limit
  • User confirmations

Outputs

  • Artifact Markdown file
  • Loop state JSON
  • Event history JSONL
  • Active loop pointer
  • Status messages
  • Setup confirmation prompts

Requirements

  • File-system read access
  • File-system write access
  • Task tool support
  • AskUserQuestion support
  • Parallel task execution

Source

  • Spec: SKILL.md
iterative refinement
quality gates
artifact generation
evaluation loop
state persistence
Load project configuration
Initialize loop state
Generate artifacts
Prepare validation checks
Task prompt
Command arguments
Project configuration
Artifact Markdown file
Loop state JSON
Event history JSONL