literature-to-package
CommunityAutomate package development from literature, ensure accuracy and reliability.
Software Engineering#data extraction#verification#software quality#package development#literature survey
Authorfkguo
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of developing a software package from literature, ensuring that every equation, convention, constant, and algorithm is traceable and independently verified.
Core Features & Use Cases
- Literature Survey: Automatically searches and analyzes literature to determine the feasibility of building a package.
- Data Extraction: Extracts equations, algorithms, conventions, constants, and parameters from literature.
- Package Development: Generates package skeleton, API stubs, equation inventory, conventions-and-units table, frozen reference-value table, test skeleton, and traceability ledger.
- Verification: Verifies the extracted information against literature and ensures the package is free from common failure modes.
- Use Case: Imagine you have a series of research papers that describe a new method. Use this Skill to automate the process of building a software package from those papers, ensuring that the package is accurate, reliable, and traceable back to the original literature.
Quick Start
Use the literature-to-package skill to develop a package from the attached paper 'paper.pdf'.
Dependency Matrix
Required Modules
deep-literature-reviewclaim-groundingcitation-triangulationderivation-verifynumerical-reliability-gatejulia-perfreview-swarm
Components
scriptsreferencesassets
💻 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: literature-to-package Download link: https://github.com/fkguo/nullius/archive/main.zip#literature-to-package Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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