sica-fondt/docs/plans/F1-morag.md
Claude 20e99f434c
docs/plans: remaining component specs — Identity, Cognition, Border, Storage, Periphery, Cross-cutting
Wave 1 remainder + Wave 2 design-first specs, completing one build plan per sub-organ:
- B1 tarot emulator, B2 SOUL/Big-3, B3 Celtic Cross
- C2 4+4 metacog, C3 inference cycle, C4 Brain
- D1 Ada border, D2 the medium, D3 mini-rag
- E1 3 GnuCOBOL invariant stores, E2 VARIANT stores, E3 RAG family
- F1 MoRAG, F2 SAE monitor, F3 subagents
- G1 stress-loop contract, G2 governance, G3 defense model

Each: contract + stubs for independent build; unfitted constants marked C1.

https://claude.ai/code/session_015hmgREHNsxYCuim33yUF2c
2026-06-13 20:08:19 +00:00

1.9 KiB

F1 — MoRAG (mixture-of-RAG) (DESIGN-FIRST)

1. Component

The context assembler in the periphery: BERT classifies/routes the incoming situation, LoRAs specialise, and it injects the assembled context on its way to the inference loop (crossing Ada).

2. Status / certainty

DESIGN-FIRST · ABSENT (no code). Role C4; implementation C1.

3. Language & location

TBD · new location e.g. src/morag/. ML toolchain (BERT classifier + LoRA adapters).

4. Does / does-not

  • Does: classify/route (BERT), specialise (LoRA), assemble + inject context at cycle step 2.
  • Does-not: police (D1 — and note modulators like LoRA cross Ada too, so a poisoned adapter meets Ada first); decide (C2/C4); hold the memory it draws from (E3).

5. Interface contract (proposed)

  • assemble(input, room_ns) -> injected_context (BERT route → select LoRA(s) → pull E3 RAG → pack).
  • Output crosses Ada (D1) before reaching the Brain; modulators (LoRA deltas) also pass D1's BBB.

6. Dependencies & stubs

E3 RAG (declarative source) — stub: fixed context. D1 (crossing) — stub: allow-all. Brain C4 consumes injection.

7. Invariants / laws

  • L1 (C5): MoRAG injects, Ada polices — assembly is the organ's job, admission is Ada's.
  • L2 (C5): modulators (steering vectors / LoRA) reach the Brain only by clearing Ada's BBB.
  • L3 (C4): it is a mixture — BERT routes among specialised LoRAs.

8. Build steps

  1. Define the assemble contract. 2. Stand up a BERT router (classify situation → LoRA selection).
  2. Wire LoRA adapters + E3 retrieval. 4. Route output through D1 into step-2 enrich (C3).

9. Tests

Routing test (situation → expected LoRA); injection crosses a D1 stub; modulator blocked when provenance bad.

10. Open items

  • Model/adapter choices + hosting (C1). LoRA adapter set (C1). Copyleft posture for ML deps.