implement-paper-from-scratch
CommunityImplement papers end-to-end for deep understanding
AuthorGhostScientist
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Guides users to transform a research paper into a hands-on implementation, enabling deep understanding through step-by-step construction and explicit checkpoints.
Core Features & Use Cases
- Structured phases: Pre-implementation analysis, scaffolded implementation, debugging gauntlet, and checkpoint questions to ensure understanding.
- End-to-end workflow: From reading the paper to producing a reproducible implementation plan and evaluative checkpoints.
- Use Case: Students, researchers, and engineers who want to learn a paper by building it themselves.
Quick Start
Outline a plan to implement a paper from scratch and identify checkpoint questions to verify understanding.
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: implement-paper-from-scratch Download link: https://github.com/GhostScientist/skills/archive/main.zip#implement-paper-from-scratch Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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