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  1. translation-os translation-os Public

    Structure-first, language-agnostic Translation OS for deterministic, evaluation-ready MT workflows.

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  2. unified-cognitive-os unified-cognitive-os Public

    A supervisory cognitive OS that sits above generation and evaluation layers, ensuring traceable, explainable, and reproducible AI workflows.

  3. meta-framework-v3 meta-framework-v3 Public

    Cognitive Evaluation OS designed for reproducible, evidence-based AI evaluation. Extracted from 50+ real evaluator logs. Fully compatible with ModelRefiner v4.x.

  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. heartscape-gpt heartscape-gpt Public

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

  6. qa-synth-pro-v2.0 qa-synth-pro-v2.0 Public

    🔁 Structural Translation Self-Review Template v2.0 — A lightweight QA tool for translators, trainees, and educators, focusing on semantic layout, structural flow, and AI-aligned fidelity.