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MathHook Complete Status

Topic: internal.overview

Single entry point for all investigation findings on MathHook architecture, module status, educational coverage, and priority actions.

MathHook Complete Status

Last Updated: 2025-11-28 21:30 Status: INTERNAL - Remove before publication

This is the SINGLE entry point for ALL investigation findings.

For the complete detailed document, see: claudedocs/MATHHOOK_COMPLETE_STATUS_2025-11-28_2045.md


Quick Status

ModuleScoreEducationalShip?
ODE4.6/590%YES (model)
Solvers4.2/5100%YES
Calculus4.2/560%YES
Matrices4.0/510%YES (gaps)
Pattern Match3.4/50%Hidden
PDE2.4/50%NO
Error Handling6/10N/ANeeds Work

The Core Problem

Two systems that don't talk:

  1. Registry - Has metadata (domains, special values, derivatives, education)
  2. Implementation - Hardcoded match name.as_str() in 29+ locations

Registry is never used for dispatch. Adding new function = 8-10 file edits.

Exception: evaluate_function_dispatch() stays hardcoded (5-10ns performance).


What's Broken

PDE Module

#![allow(unused)]
fn main() {
// Admits using heuristics, not math
// Coefficients hardcoded as (1,1,0) for ALL PDEs
// Boundary conditions: empty function
}

All solutions meaningless.

Hidden APIs

  • Pattern matching: Complete but not exported
  • DerivativeWithSteps: Complete but not exported
  • explain_* functions: Complete but not exported

Error Handling (Score: 6/10)

  • Silent Fallbacks: sqrt(-1) returns symbolic, no error
  • panic! in Production: 4 locations can crash the app
  • Missing Tests: Domain violation scenarios untested
  • See Error Handling Architecture

Educational Coverage

Solvers     ████████████ 100%
ODE         █████████░░░  90%
Derivatives ████████░░░░  80%
Limits      ███████░░░░░  70%
Integration ████░░░░░░░░  40%
Matrices    █░░░░░░░░░░░  10%
Pattern     ░░░░░░░░░░░░   0%
PDE         ░░░░░░░░░░░░   0%

Priority Actions

P0 This Week (2 hrs)

  • Export Pattern API (5 min)
  • Export DerivativeWithSteps (5 min)
  • Fix PDE Symbol::scalar() (1 hr)

P1 Next 2 Weeks (20 hrs)

  • IntegrationWithSteps trait
  • LinearAlgebra messages
  • Matrix educational steps
  • PDE coefficient extraction

P2 Month 1 (40 hrs)

  • Pattern matching education
  • PDE boundary conditions
  • FunctionProperties extensions

Model to Follow

ODE module - Clean enum classification, O(1) registry dispatch, complete educational stepping


Detailed Docs (If Needed)

These are superseded by the main document but available for deep specifics:


This overview supersedes all individual documents. Full details: claudedocs/MATHHOOK_COMPLETE_STATUS_2025-11-28_2045.md

Examples

API Reference

  • Rust: ``
  • Python: ``
  • JavaScript: ``

See Also