nature-repro-literature-trace
CommunityFind top recent papers with verified, usable code.
Education & Research#literature search#reproducibility#DOI#research writing#academic verification#code availability#venue-aware retrieval
AuthorLiangxianguang
Version1.0.0
Installs0
System Documentation
What problem does it solve?
High-quality literature discovery often returns relevant-sounding but non-verifiable results, and reproducibility details like DOI, canonical links, and official code are missing or unreliable.
Core Features & Use Cases
- Precision discovery + canonical verification: narrows candidates via broad search, then verifies each shortlisted paper against publisher/DOI/arXiv and official project pages.
- Reproducibility-first screening: prioritizes papers with official code, released artifacts, benchmark packages, and clear availability signals.
- Traceable paper outputs: produces a compact, implementation-oriented table including canonical links, DOI when available, and code status with uncertainty notes.
Quick Start
Use the nature-repro-literature-trace skill to compile a table of 8 to 15 recent top-venue papers with official canonical links and verified reproducibility signals for my topic: <your topic>.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: nature-repro-literature-trace Download link: https://github.com/Liangxianguang/helpfulskills/archive/main.zip#nature-repro-literature-trace Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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