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+# immutex/mcode - docs/15-model-layer.md
+
+## Metadata
+
+| Field | Value |
+|---|---|
+| Institute | Molodetz Institute — Research & Retrieval Division |
+| Subject | muse-responses-openai-transpiler |
+| Document type | Source Citation Card |
+| Tier | 2 |
+| Source title | immutex/mcode - docs/15-model-layer.md |
+| Source URL | https://github.com/immutex/mcode/blob/HEAD/docs/15-model-layer.md |
+| Source type | repository |
+| Date researched | 2026-10-11 |
+| Researched by | tai (agent), model: Muse Spark (Muse Code), on behalf of retoor |
+| Research method | Search aggregator result listing (not independently opened or quoted) |
+| Confidence | Not independently verified |
+| Status | Active |
+
+## Why it's here
+
+Surfaced by the `OpenAI Responses API reference` search on 2026-10-11. Provider-matrix doc noting Responses as the primary surface with input items, instructions, store, and built-in tools.
+
+## Changelog
+
+| Date | Change |
+|---|---|
+| 2026-10-11 | Logged as consulted-but-not-analyzed. |