Comprehensive Type Dispatch & Educational Integration Review
Topic:
internal.type-dispatch-review
Module-by-module review examining type inference/dispatch, performance, abstraction quality, and educational stepping coverage across all MathHook modules (Matrices, Solvers, ODE, PDE, etc).
Comprehensive Type Dispatch & Educational Integration Review
Date: 2025-11-28 | Status: INTERNAL - Remove before publication Scope: All MathHook features - Matrices, Solvers, ODE/PDE, Pattern Matching, Calculus, Function Dispatch
Executive Summary
This document consolidates findings from 6 specialized review agents examining type inference/dispatch, performance, abstraction quality, and educational stepping coverage across all MathHook modules.
Overall Assessment
| Module | Type Dispatch | Performance | Abstraction | Educational | Overall |
|---|---|---|---|---|---|
| Matrices | 4.5/5 | 3.5/5 | 4/5 | 1.5/5 | 4/5 |
| Solvers | 4.5/5 | 4/5 | 4/5 | 4.5/5 | 4.2/5 |
| ODE | 4.5/5 | 4/5 | 4.5/5 | 4.5/5 | 4.6/5 |
| PDE | 2/5 | 3/5 | 3.5/5 | 1/5 | 2.4/5 |
| Pattern Matching | 4/5 | 3.5/5 | 4/5 | 0/5 | 3.4/5 |
| Calculus | 4/5 | 3.5/5 | 4/5 | 3.5/5 | 4.2/5 |
| Function Dispatch | 4/5 | 5/5 | 3/5 | 2/5 | 3.5/5 |
Key Findings:
- ODE module is production-ready with excellent architecture (4.6/5)
- PDE module has critical implementation gaps - NOT production-ready (2.4/5)
- Educational coverage varies dramatically (0% to 100% by module)
- Function dispatch has architectural split (registry vs hardcoded)
- Pattern matching API is hidden despite being complete
Examples
API Reference
- Rust: ``
- Python: ``
- JavaScript: ``