Automate iterative refinement of technical artifacts with quality-gated workflows.
npx skills add https://github.com/vulikjulik/DeepLom --skill aif-loop-vulikjulik
Please help me install this Agent Skill. Skill: aif-loop Source: https://github.com/vulikjulik/DeepLom/tree/main/.opencode/skills/aif-loop Command: npx skills add https://github.com/vulikjulik/DeepLom --skill aif-loop-vulikjulik
Manually iterating on technical artifacts like API specs, code, or documentation to meet quality standards is time-consuming and inconsistent. This Skill automates the end-to-end refinement workflow, eliminating repetitive manual review and ensuring artifacts meet defined quality criteria before delivery.
Use the aif-loop skill to iteratively refine your OpenAPI 3.1 specification until it passes all required quality checks for endpoints, schemas, and examples.
High-intent search queries and answers about installing and using this skill.
You can automate iterative refinement for API specifications by running a structured multi-phase reflex loop that executes PLAN, PRODUCE, EVALUATE, CRITIQUE, and REFINE phases until the artifact passes all configured quality gates.
Quality-gated artifact evaluation is an automated workflow process that checks technical artifacts like source code and configuration files against configurable rules, executing parallel checks to ensure they meet defined quality criteria before delivery.
You can resume an artifact refinement session through persistent state tracking, which automatically saves all loop state to disk during execution, allowing you to pause and restart refinement workflows at any time without losing progress.
Yes, you can configure custom evaluation rules and thresholds for different artifact types including API specs, source code, technical documentation, and configuration files, with built-in templates available for common use cases.
The iterative refinement loop stops automatically when specific stop conditions are met, which include achieving the configured quality threshold, reaching iteration limits, or detecting an absence of major issues during the evaluation phase.
The best way to check an OpenAPI specification is to use an automated quality-gated refinement loop that iteratively evaluates the spec for missing endpoints, invalid schemas, and missing examples until all required quality checks pass.
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Svarog83Run a multi-phase Reflex Loop to iteratively refine artifacts.
pekralOrchestrate autonomous AI agent loops with quality gates and stop conditions.
