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math-review

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Intensive math analysis for robust algorithms.

Data & Analytics#code review#validation#stability#algorithms#mathematics#numerical analysis#derivation
Authorathola
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Changes to mathematical models or algorithms can introduce subtle errors, numerical instability, or violate fundamental invariants. This skill performs intensive mathematical analysis on code changes to ensure correctness and adherence to standards.

Core Features & Use Cases

  • Context Sync: Confirms repository, branch, and enumerates math-heavy files.
  • Requirements Mapping: Translates requirements into mathematical invariants, assumptions, and boundary conditions.
  • Derivations & References: Re-derives critical formulas, runs symbolic checks, and cites authoritative references.
  • Stability & Complexity Assessment: Evaluates conditioning, scaling, floating-point precision, and algorithmic complexity.
  • Use Case: Review a change to a financial algorithm to re-derive critical formulas, ensure numerical stability with floating-point precision checks, and verify that all mathematical invariants are preserved.

Quick Start

Run git-workspace-review to establish context, then use this skill to map requirements to mathematical invariants for your code changes.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: math-review
Download link: https://github.com/athola/claudenomicon/archive/main.zip#math-review

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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