How does it help with implementation?

It translates abstract paper concepts into a structured implementation plan, including specific checklists for developers to follow.

Does it provide Big O notation analysis?

Yes, part of the standard output includes a complexity analysis for both time and space based on the paper's descriptions.

What formats does the extraction tool support?

The skill utilizes text extraction from files like PDFs to locate specific algorithm headers, working best with searchable text documents.

Can this skill handle complex mathematical formulas?

While this skill focuses on algorithm flow, it is designed to work in tandem with the analyze-equations skill to ensure both logic and math are accurately captured.

Algorithm Extraction & Documentation

Name: Algorithm Extraction & Documentation
Author: mvillmow

bymvillmow

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データサイエンスとML

Extracts and structures algorithm pseudocode from academic research papers into actionable implementation plans.

The Extract Algorithm skill streamlines the transition from academic research to practical code by identifying and documenting core logic within papers. It assists developers in ProjectOdyssey by converting theoretical pseudocode into structured documentation, complete with input/output definitions, computational complexity analysis, and step-by-step implementation checklists. This tool is essential for modernizing legacy AI research, ensuring that edge cases and mathematical constraints are properly accounted for before the coding phase begins.

主な機能

01Generates implementation-ready checklists for developers

02Converts mathematical notation into structured, numbered steps

03Analyzes and documents time and space complexity

04Identifies algorithm logic and pseudocode within research paper text

05Maps inputs, outputs, preconditions, and postconditions

068 GitHub stars

ユースケース

01Documenting complex mathematical logic for team-wide implementation projects

02Modernizing legacy AI research papers into functional modern codebases

03Auditing theoretical algorithms for edge cases and efficiency before development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mvillmow/projectodyssey tier-2

For use in Claude.ai and ChatGPT

Download Skill