{
  "added_at": "2026-11-08",
  "additional_evidence_urls": [
    "https://github.com/gorkemedizozpekmezci-del/anova-power-cli/blob/a67377c7980a28a3ab4e01b2234b3684a2d45860/AGENT_COST.md",
    "https://github.com/gorkemedizozpekmezci-del/anova-power-cli/blob/a67377c7980a28a3ab4e01b2234b3684a2d45860/tests/conformance_report.md"
  ],
  "category": "community-case-studies",
  "class": "science",
  "description_en": "anova-power-cli reconstructs G*Power 3.1.9.7's one-way ANOVA power calculations in a Python CLI and MCP service. The author describes inspecting G*Power with REA and Ghidra, collecting GUI outputs, and implementing five calculation modes; the author reports 245 matching fields across the stated comparison set. The optional Claude agent and its evaluation code are present, with a live LLM evaluation still pending.",
  "description_zh": "anova-power-cli 以 Python CLI 和 MCP 服务重建 G*Power 3.1.9.7 的单因素 ANOVA 功效计算。作者记录了使用 REA 和 Ghidra 分析程序、收集界面输出并实现五种计算模式的过程，报告指定对照集的 245 个字段均匹配。可选 Claude 智能体及评估代码已提供，真实 LLM 评估仍待进行。",
  "entry_url": "https://awesomerea.org/resources/anova-power-cli-case/",
  "entry_url_zh": "https://awesomerea.org/zh/resources/anova-power-cli-case/",
  "evidence_class": 2,
  "evidence_status": "observed",
  "evidence_url": "https://github.com/gorkemedizozpekmezci-del/anova-power-cli/blob/a67377c7980a28a3ab4e01b2234b3684a2d45860/README.md",
  "group": "rea",
  "id": "anova-power-cli-case",
  "json_url": "https://awesomerea.org/resources/anova-power-cli-case/record.json",
  "kind": "case-study",
  "markdown_url": "https://awesomerea.org/resources/anova-power-cli-case/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/resources/anova-power-cli-case/index.md",
  "name": "anova-power-cli: reconstructing G*Power one-way ANOVA calculations",
  "name_zh": "anova-power-cli：重建 G*Power 单因素 ANOVA 计算",
  "record_type": "resource",
  "relationship": "community-reported-mixed-workflow",
  "requirement_facets": [
    "prerequisites",
    "prerequisites",
    "scope",
    "limits",
    "license"
  ],
  "requirements": [
    "Python 3.9 or later is required for the CLI and MCP service.",
    "The optional agent requires the anthropic package and ANTHROPIC_API_KEY.",
    "Only one-way ANOVA is implemented; four other test families return UNSUPPORTED.",
    "The live LLM agent evaluation and measured MCP versus GUI token comparison have not been performed.",
    "No licence file in the repository."
  ],
  "requirements_zh": [
    "CLI 和 MCP 服务需要 Python 3.9 或更高版本。",
    "可选智能体需要 anthropic 包和 ANTHROPIC_API_KEY。",
    "目前仅实现单因素 ANOVA；另外四类检验返回 UNSUPPORTED。",
    "尚未进行真实 LLM 智能体评估，也未测量 MCP 与 GUI 路径的 token 用量对比。",
    "仓库中没有许可证文件。"
  ],
  "scope": "unknown",
  "targets": [
    "app"
  ],
  "url": "https://github.com/gorkemedizozpekmezci-del/anova-power-cli",
  "verification": "source-reviewed",
  "verified_at": "2026-11-06"
}