Cite · the paper, not this guide
How to cite the paper
One request before the formats: if a number on this site settled a question for you, cite the paper. This guide annotates; it does not originate. The entry below follows the standard arXiv BibTeX shape.
BibTeX · download .bib
@misc{wang2026proceduralskillsstrategygenes,
title = {From Procedural Skills to Strategy Genes:
Towards Experience-Driven Test-Time Evolution},
author = {Junjie Wang and Yiming Ren and Haoyang Zhang},
year = {2026},
eprint = {2604.15097},
archivePrefix = {arXiv},
primaryClass = {cs.SE},
doi = {10.48550/arXiv.2604.15097},
url = {https://arxiv.org/abs/2604.15097}
}
Plain text
Junjie Wang, Yiming Ren, and Haoyang Zhang. "From Procedural Skills to Strategy Genes: Towards Experience-Driven Test-Time Evolution." arXiv preprint arXiv:2604.15097 (2026). https://doi.org/10.48550/arXiv.2604.15097
As of this guide’s last compile, the paper exists as v1 (submitted 16 April 2026); there is no later version to pin, so no version suffix is needed in the citation.
IdentifiersEvery durable address of the paper
| What | Value |
|---|---|
| arXiv identifier | arXiv:2604.15097 [cs.SE] |
| Cross-list | cs.CL |
| DOI | 10.48550/arXiv.2604.15097 |
| arxiv.org/pdf/2604.15097 | |
| HTML (experimental) | arxiv.org/html/2604.15097v1 |
| Submitted | 16 April 2026 (v1) |
| Comments field | Technical Report |
If you cite this guide itself — for instance when borrowing a table annotation — a plain mention of “the Skill to Gene annotated guide (skill-to-gene.com)” alongside the paper’s identifier does the job. The reading order we recommend reviewers: abstract, then the findings tables with the paper open beside them.