algo-reproduce
CommunityAutomate algorithm reproduction from research papers.
Software Engineering#academic research#numerical simulation#algorithm reproduction#Python implementation#Zotero integration
Authorczh-ee-2023
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of reproducing algorithms from research papers, streamlining the workflow from extracting the algorithm to implementing it in Python and verifying its correctness.
Core Features & Use Cases
- Paper Extraction: Automatically fetches papers from Zotero, extracts core algorithms.
- Python Implementation: Translates algorithms into Python code and runs numerical simulations.
- Verification: Compares the implemented algorithm with the paper's reported results.
- Use Case: When a user wants to verify an algorithm's correctness from a research paper and needs a quick implementation.
Quick Start
To reproduce an algorithm from a paper, simply say: "Reproduce the algorithm in 'Paper Title'."
Dependency Matrix
Required Modules
mcp__zotero-mcp__*numpypytorchscipy
Components
scriptsreferences
💻 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: algo-reproduce Download link: https://github.com/czh-ee-2023/zotero-aris/archive/main.zip#algo-reproduce Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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