What is the benefit of progressive loading in this skill?

Progressive loading saves context tokens by only loading specific mathematical sub-skills when they are actually required for the task at hand.

Does this skill activate automatically?

Yes, Claude Code will automatically trigger this discovery skill whenever it detects work involving math, proofs, or complex algorithms.

Which mathematical fields are covered by this skill?

The skill provides access to 11 specialized areas including abstract algebra, category theory, differential equations, optimization, and topology.

How do I see the full list of available math sub-skills?

You can view the complete category details and descriptions by running 'cat ~/.claude/skills/math/INDEX.md' in your terminal.

Advanced Math & Algorithms Discovery

Name: Advanced Math & Algorithms Discovery
Author: rand

byrand

•

データサイエンスとML

Automatically discovers and activates specialized mathematics and algorithm skills for complex computational and theoretical development tasks.

This skill serves as a high-efficiency gateway for Claude Code, enabling the AI to automatically recognize and load specialized mathematical frameworks ranging from linear algebra to topology. By implementing a progressive loading system, it maintains context efficiency while providing deep expertise in eleven distinct sub-fields including category theory, optimization, and numerical methods, ensuring Claude applies the most relevant theorems and implementation patterns to your technical workflows.

主な機能

01Progressive loading architecture to optimize context window usage

02Automatic activation upon detection of mathematical or algorithmic tasks

0342 GitHub stars

04Comprehensive indexing of proofs, theorems, and implementation patterns

05Direct integration with bash-based skill discovery commands

06Gateway access to 11 specialized sub-skills including Topology and Number Theory

ユースケース

01Implementing advanced linear algebra and optimization routines in data science projects

02Formalizing mathematical proofs and exploring theoretical category theory foundations

03Developing and optimizing complex numerical algorithms and differential equation solvers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rand/cc-polymath discover-math

For use in Claude.ai and ChatGPT

Download Skill