ai-research-explore
Explore research ideas against your current model.
What it does
Develops bounded deep learning research candidates and records their changes, experimental evidence, and comparison limits.
When to use it
Use when exploratory work is explicitly authorized and an existing research state is anchored by a branch, commit, checkpoint, run record, or trained local model.
How to use it
Give it an anchored research project and explicit exploration authorization; it develops bounded candidates and writes exploratory records and comparison reports into the project.
What you provide
- the current research anchor
- An existing project
Uses
Good to know
- may misreport its own work
What you need · 6
The prescribed output-writing script runs with Python 3.
Requires operating and research principles from the sibling skill; additional experiment principles are loaded when comparability or reproducibility depends on experiment details.
Access · 7
This skill
arXiv
Retrieves arXiv paper metadata
doi.org
Retrieves DOI paper metadata