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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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{ "name": "ralph-loop", "version": "1.0.0", "description": "Detect iterative task requests and route to Ralph loop command", "triggers": [ "ralph this", "ralph:", "ralph it", "keep trying until", "loop until", "iterate until", "run until passes", "fix until green", "keep fixing until", "keep going until", "iterate on" ], "priority": "high", "exclusive": true, "category": "automation", "author": "AIWG Contributors" }