CASCADE/CITATION.cff at main · CederGroupHub/CASCADE · GitHub

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cff-version: 1.2.0
message: "If you use CASCADE or SciSkillBench, please cite the paper below."
title: "CASCADE: Cumulative Agentic Skill Creation through Autonomous Development and Evolution"
authors:
  - family-names: Huang
    given-names: Xu
  - family-names: Chen
    given-names: Junwu
  - family-names: Fei
    given-names: Yuxing
  - family-names: Li
    given-names: Zhuohan
  - family-names: Schwaller
    given-names: Philippe
  - family-names: Ceder
    given-names: Gerbrand
repository-code: "https://github.com/CederGroupHub/CASCADE"
preferred-citation:
  type: article
  title: "Cascade: Cumulative agentic skill creation through autonomous development and evolution"
  authors:
    - family-names: Huang
      given-names: Xu
    - family-names: Chen
      given-names: Junwu
    - family-names: Fei
      given-names: Yuxing
    - family-names: Li
      given-names: Zhuohan
    - family-names: Schwaller
      given-names: Philippe
    - family-names: Ceder
      given-names: Gerbrand
  year: 2025
  journal: "arXiv preprint arXiv:2512.23880"
  identifiers:
    - type: other
      value: "arXiv:2512.23880"
      description: arXiv preprint
references:
  - type: data
    title: "SciSkillBench: CASCADE Benchmark for Evaluating LLM Agents on Scientific Tasks"
    authors:
      - family-names: Huang
        given-names: Xu
      - family-names: Chen
        given-names: Junwu
      - family-names: Fei
        given-names: Yuxing
      - family-names: Li
        given-names: Zhuohan
      - family-names: Schwaller
        given-names: Philippe
      - family-names: Ceder
        given-names: Gerbrand
    doi: "10.6084/m9.figshare.30924998"
    year: 2025
    publisher:
      name: "figshare"