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paqad-ai

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Spec-driven development framework — AI agents that think before they type

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interface: display_name: Module Attribution Inferencer short_description: Hypothesis former that runs only when the deterministic extractor returns nothing. Scores existing modules against the prompt and surfaces a ranked multi-choice Decision Pause packet.