algorithm-designer
CommunityCraft clear, reproducible statistical algorithms.
AuthorData-Wise
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Designing complex statistical algorithms is error-prone without standardized documentation. This Skill provides a structured approach to document algorithms with formal inputs/outputs, pseudocode, complexity, and convergence guidelines.
Core Features & Use Cases
- Pseudocode-first design: Provide language-agnostic pseudocode for new algorithms, ensuring clarity and transferability.
- Complexity & Convergence: Include time/space complexity and convergence criteria to assess practicality.
- Implementation blueprints: Supply templates for IO specifications, stability considerations, and reference implementations.
Quick Start
Propose a new estimator and supply a complete pseudocode, IO spec, and a complexity outline.
Dependency Matrix
Required Modules
None requiredComponents
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: algorithm-designer Download link: https://github.com/Data-Wise/scholar/archive/main.zip#algorithm-designer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.