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aiwg

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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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export function handleCatalogList(args: string[]): Promise<void>; export function handleCatalogInfo(args: string[]): Promise<void>; export function handleCatalogSearch(args: string[]): Promise<void>; export function main(args: string[]): Promise<void>;