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  "body": "# On-device LiteRT model knowledge\n\nOKF v0.2 bundle for Kai’s **pinned on-device model downloads**. Agents use this folder for pin policy, digest provenance, and freshness when checking or bumping the runtime catalog.\n\n## Runtime vs knowledge\n\n| Layer | Path | Role |\n|---|---|---|\n| **Runtime** (shipped) | `composeApp/src/commonMain/kotlin/com/inspiredandroid/kai/inference/LocalModelCatalog.kt` | Source of truth for download URL, SHA-256, size, and context defaults |\n| **Knowledge** (this bundle) | `docs/knowledge/litert/` | Pin policy, attested digest snapshot, sources, stale dates |\n| **Refresh skill** | `.grok/skills/update-litert-models/SKILL.md` | Checks HuggingFace pins, updates Kotlin + this bundle only on an explicit bump |\n\nThe app **never** reads this directory at runtime. Production downloads use the pinned URL in Kotlin only.\n\n## Scope\n\n- **In:** Catalog `.litertlm` files from HuggingFace `litert-community`: pinned commit, SHA-256, exact byte size.\n- **Out:** User imports (",
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  "ns": "simonschubert",
  "versao": "0.2",
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  "repo_host": "github.com",
  "topico": "ai",
  "linguagem": "Kotlin",
  "licenca": "Apache-2.0",
  "repo_topics": " ai ai-assistant android chatbot gemma4 ios jetpack-compose kotlin-multiplatform litert openai-compatible openclaw ",
  "repo_slug": "simonschubert/kai",
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