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  "name": "YULA Knowledge Bundle",
  "tagline": "Self-improving OKF knowledge base for the YULA native-audio voice assistant. Agents read the context relevant to their task, act, and write ",
  "body": "# YULA Knowledge Bundle\n\nThis is an [Open Knowledge Format](/okf/references/okf-spec.md) bundle. It is\nthe **single source of durable project knowledge** for YULA. Every agent\nworking on this project should read the concept(s) matching its task *before*\nacting, and write new knowledge back per the [self-improvement loop](/okf/playbooks/self-improvement-loop.md).\n\nTraversal rule: start here → pick the section matching your task → open the\nconcept → follow its links. Do not re-derive knowledge that already lives here.\n\n## Architecture\n\nHow YULA is built and why. Read before changing the live loop, the model, or platform behavior.\n\n- [Native-audio loop](/okf/architecture/native-audio-loop.md) — single-hop Gemini Live native-audio pipeline; lowest-latency design.\n- [Provider model](/okf/architecture/provider-model.md) — fixed live model, no provider switching, dead `llm_client` module.\n- [macOS platform constraints](/okf/architecture/platform-macos.md) — Windows-only modules are no-ops on ",
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  "ns": "arifmolon",
  "versao": "0.1",
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  "repo_host": "github.com",
  "topico": "ai",
  "linguagem": "Python",
  "licenca": "",
  "repo_topics": "",
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