Run quality-gated 6-phase refinement loops on technical artifacts.
npx skills add https://github.com/marinkobabic/dario-shop --skill aif-loop-marinkobabic
Please help me install this Agent Skill. Skill: aif-loop Source: https://github.com/marinkobabic/dario-shop/tree/main/.claude/skills/aif-loop Command: npx skills add https://github.com/marinkobabic/dario-shop --skill aif-loop-marinkobabic
This Skill eliminates the inefficiency and inconsistent quality of manual iterative refinement of technical artifacts like API specifications, source code, and documentation by enforcing a structured, quality-gated workflow that systematically improves work until it meets defined standards, eliminating missed requirements and subjective quality checks.
Use the aif-loop skill to run a quality-gated iterative refinement loop for your generated API specification until it passes all required endpoint presence, schema alignment, and example completeness validation rules.
High-intent search queries and answers about installing and using this skill.
Iterative refinement for API specifications uses a structured generate-critique-refine loop with configurable quality gates. This workflow systematically evaluates artifacts against custom rules and automatically terminates when quality thresholds pass or iteration limits are reached.
A quality-gated reflex loop is a six-phase workflow—PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, REFINE—that iteratively improves technical artifacts like source code and documentation. It enforces automated evaluation against rule sets to eliminate missed requirements and subjective quality checks.
Yes, you can resume interrupted iterative refinement work across sessions using persistent state tracking. This feature saves the loop state, allowing you to continue the generate-critique-refine cycles without losing progress or context.
You configure custom evaluation rules and quality thresholds for source code refinement by setting phase-specific A/B level quality gates and adjustable iteration limits. This matches the iterative refinement workflow to your specific project coding conventions and logic checks.
Yes, parallel phase execution speeds up the generate-critique-refine cycle for technical documentation. Running structured workflow phases concurrently reduces iteration time while maintaining strict evaluation against your configured quality gates and rule sets.
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