Orchestrate iterative artifact refinement through PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases.
npx skills add https://github.com/Ard2p/sk-bar-site --skill aif-loop-ard2p
Please help me install this Agent Skill. Skill: aif-loop Source: https://github.com/Ard2p/sk-bar-site/tree/main/.cursor/skills/aif-loop Command: npx skills add https://github.com/Ard2p/sk-bar-site --skill aif-loop-ard2p
Reflex loops are manual and error-prone; this skill orchestrates automated iterative refinement of artifacts until quality gates pass or iteration limit is reached.
Use the aif-loop skill to start an iterative refinement cycle and watch the artifact improve across phases until criteria are met.
High-intent search queries and answers about installing and using this skill.
Automate iterative refinement by orchestrating a multi-phase loop of PLAN, PRODUCE, EVALUATE, CRITIQUE, and REFINE to improve code artifacts until quality gates pass or iteration limits are reached.
An automated reflex loop is a process that iteratively improves an artifact against defined quality gates by cycling through production, evaluation, and critique phases with persistent state for resumable runs.
Define success criteria by providing task prompts, and the system auto-generates evaluation rules, thresholds, and iteration limits while ensuring safety and traceability throughout the evaluation cycles.
Yes, you can resume iterative refinement sessions because the loop applies strict stop conditions and persistent state management, ensuring resumable runs across iterations without losing progress.
Iteratively refine OpenAPI specs by running an end-to-end reflex loop that coordinates production and automated checks, applying strict quality gates until the artifact meets all defined criteria.
Yes, parallel execution is supported for producing artifacts and preparing checks, allowing concurrent processing during the PRODUCE and PREPARE phases of the iterative refinement cycle.
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TMI-appsLoad DEVELOPMENT_PLAN.md, resolve the next pending phase, and execute its steps with gates.
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