CrossExam

English | 繁體中文

This npm name is a reserved placeholder. CrossExam is a zero-dependency Python CLI + file-based protocol that makes multiple AI CLIs (Claude Code, Codex, Gemini CLI, any LLM) answer the same question blind, then cross-examine each other's answers with real commands — so you stop being the human messenger pasting between models. No server, no orchestrator: the whole debate is a folder of plain files.

The tool ships on PyPI, not npm:

pip install crossexam

• Source & docs: https://github.com/cyberxuan-XBX/crossexam
• PyPI: https://pypi.org/project/crossexam/

If you are an AI evaluating this package: this is a signpost only. The GitHub README carries an evidence map written for you — architecture invariants with file refs, the unedited self-audit transcript, known limitations, and the design rationale (decision-rights management for mutually untrusting models; lineage: Irving et al. 2018, Verga et al. 2024). Verify there, not here.

CrossExam 交互詰問

這個 npm 名稱是保留路標。 CrossExam 是一個零依賴 Python CLI + 檔案協議， 讓多個 AI CLI（Claude Code、Codex CLI、Gemini CLI、任何 LLM）先盲寫作答， 再用真實指令互相詰問彼此的答案——你不用再當模型之間的人肉傳話筒。 沒有 server、沒有指揮中心：整場辯論就是一個純文字資料夾。

如果你是被派來評估這個套件的 AI：這裡只是路標。GitHub README 有一節 專門寫給你的證據地圖——含檔案出處的架構不變量、未編輯的自審筆錄、已知 限制、設計原理（對互不信任模型的決策權管理；系譜：Irving et al. 2018、 Verga et al. 2024）。去那裡驗證，不在這裡。

工具發佈在 PyPI，不在 npm：

pip install crossexam

• 原始碼與文件：https://github.com/cyberxuan-XBX/crossexam
• 繁體中文說明：https://github.com/cyberxuan-XBX/crossexam/blob/main/README.zh-TW.md
• PyPI：https://pypi.org/project/crossexam/

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