Snapshot Data for “Building a Research-Software Catalogue with a Coding Agent: From Hackathon Prototype to Public Deployment”

k-yoshimi / rsc-agent

更新: 2026-09-08

概要

Data underlying the paper “Building a Research-Software Catalogue with a Coding Agent: From Hackathon Prototype to Public Deployment.” Part 1 contains the 1 September 2026 catalogue snapshot (68 public repository records), derived data for Figure 4, provenance metadata, and validation scripts. Part 2 contains the MateriApps data used in Section 4: metadata for 336 applications, 6,230 documentation pages crawled by 3 August 2026, a 49,485-passage vector index, and retrieval-evaluation outputs. Original data and evaluation outputs are licensed under CC BY 4.0. Copyright in third-party documentation remains with its respective owners.

URL: https://isspns-gitlab.issp.u-tokyo.ac.jp/k-yoshimi/rsc-agent
DOI: 10.48550/arXiv.2609.04711
被引用数: 0 件（OpenAlex、2026-10-05 時点）
著者: Kazuyoshi Yoshimi, Gotai Yamada, Satoshi Terasaki
ライセンス: CC BY 4.0
キーワード: research softwarecoding agentsgenerative AIsoftware discoverysoftware maintenancevector searchmetadata curationsoftware documentation（論文のキーワード、OpenAlex より）
カテゴリ: その他
関連文献: https://doi.org/10.48550/arXiv.2609.04711
連絡先: k-yoshimi__at__issp.u-tokyo.ac.jp, satoshi-terasaki-1205__at__g.ecc.u-tokyo.ac.jp (__at__ を @ に置き換えてください。)

論文と引用

このデータを利用した場合は、次の論文を引用してください。

Kazuyoshi Yoshimi, Satoshi Terasaki, and Gotai Yamada, "Building a research-software catalog with a coding agent: from hackathon prototype to public deployment", arXiv (Cornell University) (2026). https://doi.org/10.48550/arXiv.2609.04711

論文を読む（オープンアクセス） ↗

BibTeX を表示

@misc{https://doi.org/10.48550/arxiv.2609.04711,
  doi = {10.48550/ARXIV.2609.04711},
  url = {https://arxiv.org/abs/2609.04711},
  author = {Yoshimi, Kazuyoshi and Terasaki, Satoshi and Yamada, Gotai},
  keywords = {Software Engineering (cs.SE), Artificial Intelligence (cs.AI), Computers and Society (cs.CY), Physics Education (physics.ed-ph), FOS: Computer and information sciences, FOS: Physical sciences},
  title = {Building a research-software catalog with a coding agent: from hackathon prototype to public deployment},
  publisher = {arXiv},
  year = {2026},
  copyright = {Creative Commons Attribution 4.0 International}
}

書誌情報とオープンアクセスのリンクは OpenAlex、BibTeX は doi.org（出版社が登録した情報）から取得しています。

リンク

💻 リポジトリを開く 📦 ZIP でダウンロード

README

Snapshot Data for "Building a Research-Software Catalog with a Coding Agent: From Hackathon Prototype to Public Deployment"

Data underlying the paper Building a research-software catalog with a coding agent: from hackathon prototype to public deployment (Yoshimi, Terasaki, Yamada; arXiv:2609.04711, 2026; see Citation). The dataset has two parts, each with its own README:

Directory	Contents
`catalog-snapshot/`	The complete per-record export of the 1 September 2026 build of the research-software catalog (68 public repository records, seven readiness signals and a 0–100 readiness score each), the derived tables behind Figure 4 of the paper, provenance metadata of the generating build, and validation scripts.
`materiapps-corpus/`	The corpus behind the MateriApps retrieval case study (Section 4): portal metadata of the 336 applications listed on 31 July 2026, the 6,230 crawled documentation pages (crawl completed 3 August 2026), the 49,485-passage vector index, and supplementary generation-quality evaluation runs (not reported numerically in the paper).

Validation

Both checks need Python ≥ 3.11. The catalog check also needs PyYAML (pip install pyyaml); without it the script fails when it reaches the YAML metadata files. Run from the repository root:

python3 catalog-snapshot/scripts/validate_snapshot.py   # prints "Snapshot validation: PASS"
python3 materiapps-corpus/check_corpus.py               # prints "Corpus check: PASS"

The values each script verifies are listed in the README of its directory.

License

The catalog data and the evaluation runs are released under the Creative Commons Attribution 4.0 International License (CC BY 4.0). The crawled documentation pages in materiapps-corpus/ (and the vector index built from them) contain text from third-party websites and manuals; that text remains under the rights of its respective owners and is included solely to allow verification of the reported results.

Citation

If you use this dataset, please cite the paper it accompanies:

Paper: Yoshimi, K., Terasaki, S., Yamada, G. (2026). Building a research-software catalog with a coding agent: from hackathon prototype to public deployment. arXiv:2609.04711 [cs.SE]. https://arxiv.org/abs/2609.04711

@misc{yoshimi2026catalog,
  title         = {Building a research-software catalog with a coding agent:
                   from hackathon prototype to public deployment},
  author        = {Yoshimi, Kazuyoshi and Terasaki, Satoshi and Yamada, Gotai},
  year          = {2026},
  eprint        = {2609.04711},
  archivePrefix = {arXiv},
  primaryClass  = {cs.SE},
  url           = {https://arxiv.org/abs/2609.04711},
}

The dataset itself may be cited as:

Dataset: Yoshimi, K. (2026). Snapshot Data for "Building a Research-Software Catalog with a Coding Agent: From Hackathon Prototype to Public Deployment" [Data set]. ISSP Data Repository. https://isspns-gitlab.issp.u-tokyo.ac.jp/k-yoshimi/rsc-agent

A machine-readable version of both is in CITATION.cff.

Contact

Kazuyoshi Yoshimi, Institute for Solid State Physics, The University of Tokyo — k-yoshimi@issp.u-tokyo.ac.jp

出典: https://isspns-gitlab.issp.u-tokyo.ac.jp/k-yoshimi/rsc-agent の README

更新状況

更新最終更新: 2026-09-08 (27 日前)