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  1. unified-cognitive-os-v1.8 unified-cognitive-os-v1.8 Public

    Judgment decomposition architecture for translation QA, ASR review, AI evaluation, and agentic safety workflows.

  2. kernel-core-v0.2 kernel-core-v0.2 Public

    A kernel that does NOT generate answers — it prevents invalid judgments from being produced.

    Python

  3. asr-qa-judgment-framework asr-qa-judgment-framework Public

    A reproducible ASR QA framework built from real-world annotation logs — designed to make transcription decisions stable, explainable, and consistent.

  4. modelrefiner-v4.0 modelrefiner-v4.0 Public

    Successor to ModelRefiner v3.5 — now integrating the Creative Induction Layer (HeartScape × SYNAPSE) to extend structured QA into reproducible creativity and cultural design.

  5. asr-qa-decision-os asr-qa-decision-os Public

    Reproducible ASR QA Decision OS — rule-based judgment system with traceable decision logic and uncertainty control.

  6. heartscape-gpt heartscape-gpt Public

    Philosophical & poetic GPT: not answers, but echoes.”