Unverified50% confidenceSolutionExact time
Blank or out-of-context answers can be intercepted before they enter a work using a Python script of fewer than fifty lines.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
Unverified本文的轻量方案是把Python脚本放进固定目录并通过上下文文档告知智能体调用方式，无需部署服务端，适合个人开发者或小团队作为起点70% similarUnverifiedNormal operations such as writing Python scripts and frequently calling chat functions may still trigger certain thresholds in automated risk-control systems, resulting in false positives67% similarUnverifiedThe validation script has minimal dependencies, requiring only Python 3.11+, a terminal, and zero third-party packages.65% similarUnverified只有打分和精读两个环节调用模型，抓取、去重、PDF 提取和渲染均为确定性 Python 代码，不产生推理费用65% similarUnverifiedComment content in Python is ignored by the interpreter and does not appear in the execution output.64% similar
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