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optimization

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Turn TS optimization references into native code.

Software Engineering#typescript#optimization#translation#provenance#code-generation#test-vectors
Authorcaryden
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Transforms a verified TypeScript optimization reference into a native, language-specific library, enabling translation to any target language without recreating the specification from scratch.

Core Features & Use Cases

  • Modular node graph: Covers derivative-free, first-order, second-order, and constrained optimization nodes with a root API for translation.
  • Test vectors & provenance: Includes verified test vectors and provenance annotations to ensure parity across translations.
  • Language-agnostic translation: Provides translation hints and a consistent design for generating idiomatic code in multiple languages (e.g., Python, Rust, Go, TypeScript).

Quick Start

Provide a target language and a set of nodes to translate, e.g., 'bfgs python' or 'all --lang rust'.

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: optimization
Download link: https://github.com/caryden/special/archive/main.zip#optimization

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