Expand language palette: add Prolog, Haskell, Zig, fill in Octave

Hub now lists Julia, Octave, Fortran, R, Solidity, Haskell, Prolog,
Zig. Per sub-spec placement:
- Prolog: M3b (logic-based behavioral rules), M3f (consensus logic)
- Haskell: M3a, M3b, M3c, M3e, M3f (type-safe pure math)
- Zig: M3d, M3g (memory-safe performance, replaces C++)
- Octave: filled in where missing (M3b, M3d, M3f, M3g)

core/docs/plans/M3-sims-hub.md

@@ -15,7 +15,7 @@ DESIGN-FIRST · ABSENT. Role C3; implementation C1. Mathematical foundations C4
 established); specific model parameters C1.
 
 ## 3. Language & location
-TBD · `src/economy/sims/`. Numerical computing (Julia, Octave, Fortran, R, or Solidity)
+TBD · `src/economy/sims/`. Numerical computing (Julia, Octave, Fortran, R, Solidity, Haskell, Prolog, or Zig)
 for the simulation cores. A query facade accessible to Traders. Each sim type (M3a–M3g) may use
 a different runtime suited to its math.
 

core/docs/plans/M3a-statistical-sims.md

@@ -16,7 +16,7 @@ execution C5 (industry standard since 2001). Jump-diffusion C5 (Merton 1976). Pa
 for crypto markets C1.
 
 ## 3. Language & location
-TBD · `src/economy/sims/statistical/`. Julia, R, Fortran, or Octave for numerical computing.
+TBD · `src/economy/sims/statistical/`. Julia, R, Fortran, Octave, or Haskell for numerical computing.
 Needs efficient matrix operations, SDE solvers, and distribution sampling. Fractional Brownian
 motion generation uses spectral methods (Hosking 1984, Wood & Chan 1994) or Cholesky
 decomposition of the covariance matrix.

core/docs/plans/M3b-sociological-sims.md

@@ -19,7 +19,8 @@ Pop behavioral models C1.
 ## 3. Language & location
 TBD · `src/economy/sims/sociological/`. Agent-based modeling frameworks (NetLogo, or custom).
 Needs efficient population iteration, strategy mutation, PDE solvers for MFG (HJB +
-Fokker-Planck), and bandit algorithms (UCB/Thompson). Julia, R, or Fortran.
+Fokker-Planck), and bandit algorithms (UCB/Thompson). Julia, R, Fortran, Octave, Prolog,
+or Haskell.
 
 ## 4. Does / does-not
 - **Does:** simulate populations of behavioral archetypes competing in a market; apply

core/docs/plans/M3c-amm-liquidity-sims.md

@@ -13,8 +13,8 @@ simulation parameterization C1.
 
 ## 3. Language & location
 TBD · `src/economy/sims/amm/`. Needs precise fixed-point or arbitrary-precision arithmetic for
-invariant calculations. Solidity for on-chain-equivalent precision; Julia or Octave for
+invariant calculations. Solidity for on-chain-equivalent precision; Julia, Octave, or
-analytical models.
+Haskell for analytical models.
 
 ## 4. Does / does-not
 - **Does:** simulate constant-product pools with fee parameter $\gamma$:

core/docs/plans/M3d-mev-adversarial-sims.md

@@ -21,7 +21,7 @@ WENO discretization established but crypto application novel). Parameterization
 ## 3. Language & location
 TBD · `src/economy/sims/mev/`. Needs combinatorial optimization (OR-Tools for knapsack),
 continuous-time auction modeling, PDE solvers (WENO for shock-capturing in adversarial dynamics),
-and bilevel optimization (DSMFG). Julia or Fortran.
+and bilevel optimization (DSMFG). Julia, Fortran, Octave, or Zig.
 
 ## 4. Does / does-not
 - **Does:** simulate Priority Gas Auctions where multiple searcher bots compete for the same

core/docs/plans/M3e-tokenomics-macro-sims.md

@@ -21,7 +21,7 @@ composable yield optimization C4 (Yearn v3, Beefy, production-validated). Specif
 ## 3. Language & location
 TBD · `src/economy/sims/tokenomics/`. Needs SDE solvers (Euler-Maruyama, Milstein),
 state-space estimation, and VAR (vector autoregression) for credit exposure impulse responses.
-Julia (DifferentialEquations.jl) or Octave.
+Julia (DifferentialEquations.jl), Octave, or Haskell.
 
 ## 4. Does / does-not
 - **Does:** simulate token state dynamics via the SDE framework:

core/docs/plans/M3f-consensus-staking-sims.md

@@ -15,7 +15,7 @@ simulation parameterization C1.
 
 ## 3. Language & location
 TBD · `src/economy/sims/consensus/`. Needs Markov chain solvers and game-theoretic equilibrium
-computation. Julia, R, or Fortran.
+computation. Julia, R, Fortran, Octave, Prolog, or Haskell.
 
 ## 4. Does / does-not
 - **Does:** simulate validator populations where honesty evolves via **evolutionary game theory**

core/docs/plans/M3g-market-microstructure-sims.md

@@ -16,7 +16,7 @@ Kurz CMC thesis). DEX-specific microstructure C2 (emerging). Implementation C1.
 
 ## 3. Language & location
 TBD · `src/economy/sims/microstructure/`. Needs high-frequency data handling, event-driven
-simulation, and Riccati equation solvers for optimal execution trajectories. Fortran or Julia.
+simulation, and Riccati equation solvers for optimal execution trajectories. Fortran, Julia, Octave, or Zig.
 
 ## 4. Does / does-not
 - **Does:** simulate order flow across venues (DEXs and CEXs); model bid-ask spread dynamics as a