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Hub (hub.tcl): syntax-agnostic Tcl coordinator that manages sim lifecycle, tick-advancement at 90:1, and query routing via stdin/stdout JSON to sub-processes in their native runtimes. BoundedPrediction enforces L2 (bounds on every output) and confidence scale 0.00-10.00. M3a statistical/main.R: GBM Monte Carlo, Heston stochastic volatility (Euler-Maruyama with full truncation), Merton jump-diffusion, HMM 3-state regime detection (forward filter), GARCH(1,1) volatility forecasting. All produce BoundedPredictions. M3b sociological/main.pl: Replicator dynamics over 5 behavioral archetypes, Hegselmann-Krause bounded confidence opinion dynamics, Nash equilibrium search via constraint satisfaction. Prolog handles game logic natively; numerical ODE/PDE delegates to R/Octave. Hub spec updated to reflect Tcl as coordinator language.
Gen.03 — Component Build Plans
One spec per sub-organ, each self-contained so it can be built and tested independently
(against stubs) with no other organ present. These are the build layer beneath the canonical
design docs (../gen03_state_of_architecture.md, ../gen03_body.md, ../gen03_self.md) and
../../src/endocrine/etr/etr_invariants.md.
How to read a spec
Every NN-<organ>.md has the same 10 sections:
- Component · 2. Status/certainty · 3. Language & location · 4. Does / does-not ·
- Interface contract (language-agnostic data shapes — integrate against this) ·
- Dependencies & stubs · 7. Invariants/laws (certainty-tagged) · 8. Build steps (invariants-first: laws → tests → fit) · 9. Tests (standalone command) · 10. Open items.
Conventions
- Certainty tags (from arch doc): C5 ratified · C4 drafted · C3 partial · C2 explored · C1 stub.
- Invariants-first / restart discipline: no curve/bound/threshold/sign carried forward unverified. Any unfitted constant is marked C1, never asserted ahead of a test.
- Independence: a spec depends only on the contracts (§5) of other organs, never their code, and never the still-unnamed medium (D2). §6 ships a canned stub for each upstream input.
Index
| # | Component | System | Status | Lang | Spec |
|---|---|---|---|---|---|
| C1 | OpenHermes ↔ metacog | Cognition | DESIGN-FIRST (priority) | OpenHermes/Ada | C1 |
| A1 | Drive-Box hub / input-slot | Drive-Box | WORKING | R | A1 |
| A2 | Energy (E) driver | Drive-Box | structure WORKING · numbers DISOWNED | R | A2 |
| A3 | PS+ driver | Drive-Box | structure WORKING · numbers DISOWNED | R | A3 |
| A4 | Endomotiv array (30-ch) | Drive-Box | WORKING · channels partial | R | A4 |
| A5 | Priors database | Drive-Box | structure WORKING | R | A5 |
| A6 | Eth-Int driver | Drive-Box | structure WORKING · numbers DISOWNED | R | A6 |
| A7 | Conviction array | Drive-Box / Eth-Int | DESIGN-FIRST | R | A7 |
| A8 | ETR (torus) | Drive-Box | five-zone law fitted · 26/0/1 (+ R port) | Octave · R | A8 |
| B1 | Tarot deck hi-fi emulator | Identity | exists (defunct-flagged) | TBD | wave 1 |
| B2 | SOUL.md identity + Big-3 | Identity | exists (defunct-flagged) | TBD | wave 1 |
| B3 | Celtic Cross spread | Identity | exists (defunct-flagged) | TBD | wave 1 |
| C2 | 4+4 Metacognition cycle | Cognition | partial (orchestration) | — | wave 1 |
| C3 | Inference cycle orchestration | Cognition | exists (defunct-flagged) | Ada | wave 1 |
| C4 | Brain (swappable LLM) | Cognition | STUB/external | — | wave 1 |
| D1 | Ada border (immune+BBB) | Border | WORKING | Ada/SPARK | wave 1 |
| D2 | The medium / "the blood" | Border | DESIGN-FIRST | — | wave 2 |
| D3 | Mini-rag / toolschema | Border | STUB | GNU Guile | wave 1 |
| E1 | 3 GnuCOBOL invariant stores | Storage | DESIGN-FIRST | GnuCOBOL | wave 2 |
| E2 | VARIANT stores | Storage | DESIGN-FIRST | TBD | wave 2 |
| E3 | RAG family + cross-store | Storage | DESIGN-FIRST | TBD | wave 2 |
| F1 | MoRAG (BERT+LoRA) | Periphery | DESIGN-FIRST | TBD | wave 2 |
| F2 | SAE monitor | Periphery | DESIGN-FIRST | TBD | wave 2 |
| F3 | Subagents framework | Periphery | DESIGN-FIRST | TBD | wave 2 |
| G1 | Stress-loop contract | Cross-cut | C1/C2 | — | wave 2 |
| G2 | Governance | Cross-cut | DESIGN-FIRST (C2) | TBD | wave 2 |
| G3 | Defense model | Cross-cut | emergent | — | wave 2 |
| M0 | Economy organ hub (stomach) | Economy | DESIGN-FIRST | TBD | M0 |
| M1 | Marketplace (multi-trader harness) | Economy | DESIGN-FIRST | TBD | M1 |
| M2 | Data feeds (market data pipeline) | Economy | DESIGN-FIRST | TBD | M2 |
| M3 | Sims hub (market prediction) | Economy | DESIGN-FIRST | TBD | M3 |
| M3a | Statistical & quantitative sims | Economy/Sims | DESIGN-FIRST | TBD | M3a |
| M3b | Sociological & population sims | Economy/Sims | DESIGN-FIRST | TBD | M3b |
| M3c | AMM & liquidity pool sims | Economy/Sims | DESIGN-FIRST | TBD | M3c |
| M3d | MEV & adversarial extraction sims | Economy/Sims | DESIGN-FIRST | TBD | M3d |
| M3e | Tokenomics & macro-state sims | Economy/Sims | DESIGN-FIRST | TBD | M3e |
| M3f | Consensus & staking game sims | Economy/Sims | DESIGN-FIRST | TBD | M3f |
| M3g | Market microstructure sims | Economy/Sims | DESIGN-FIRST | TBD | M3g |
| M4 | Wallets (sovereign custody) | Economy | DESIGN-FIRST | TBD | M4 |
| M5 | Traders (AI actors) | Economy | DESIGN-FIRST | TBD | M5 |
| M6 | Conductor (supervisory AI) | Economy | DESIGN-FIRST | TBD | M6 |
| M7 | SAE monitor (trader surveillance) | Economy | DESIGN-FIRST | TBD | M7 |
Integration DAG (who feeds whom)
Hermes ──> [C1] ──> Inference cycle [C3] ──┬─ pulls Drive-Box snapshot [A1]
│ A1 ← A2,A3,A6,A8 ; A3 ← A4,A5 ; A6 ← A7
├─ draws Tarot [B1] → Big-3/SOUL [B2], Celtic Cross [B3]
├─ runs 4+4 metacog [C2] (iterative B3 cards)
├─ MoRAG injects [F1] ─┐
│ Drive-Box secretes [A1] ─┤→ Ada border [D1] polices → Brain [C4]
├─ mini-rag packs schema [D3]
└─ Ada routes tools [D1]
SAE [F2] watches Subagents [F3]; stress-loop [G1]: F2 → A7 (EthInt) → stress endomotiv (A4) → A8 drift + full reshuffle (B2)
Storage: INVARIANT [E1] / VARIANT [E2] / RAG+cross-store [E3] sit behind D1. Medium [D2] = the perfusion bus (unnamed).
Economy (stomach — independent, scoped autonomy):
Marketplace [M1] ← Traders [M5] (bound to Wallets [M4]) submit actions; law script + Conductor [M6] veto gate execution.
Data Feeds [M2] ↔ Sims [M3: M3a stat, M3b socio, M3c AMM, M3d MEV, M3e tokenomics, M3f consensus, M3g microstructure].
SAE [M7] monitors all Trader tool calls → alerts Conductor [M6]. Tax → Verschwörern Veregeister wallets (stub).
Stomach [M0] ↔ organism via Ichor; reward signals TBD.
Build waves
- Wave 0 — this README + C1 (priority).
- Wave 1 (buildable-now) — A1–A8, B1–B3, C2–C4, D1, D3.
- Wave 2 (design-first) — D2, E1–E3, F1–F3, G1–G3, M0–M7 (+ M3a–M3g sim sub-specs). Each spec is independent; review as they land.