Security audit
Security checks for vulnerabilities and agentic risk
This is a Chinese novel quality-checking skill that runs a local text scanner and gives editing guidance; its behavior is mostly disclosed and proportionate.
Install this only if you want Chinese manuscript review and are comfortable letting the agent read the chapters you provide and create a local freq_result.txt scan report. Consider keeping sensitive drafts in a limited folder and invoking the skill explicitly for the files you want checked.
声明描述的是一个范围很广的小说质量审查技能，涵盖结构、逻辑、风格与角色设定等高级分析能力，并声称有固定执行流程。实际代码只是一个静态文本规则扫描工具，核心能力限于词频统计、逐行关键词匹配、句式标记和替换建议。它确实部分符合“违禁词”“词频扫描”的子功能，但没有实现声明中的大部分主要能力，且也没有展示完整报告生成、自检复核或章节级综合质量分析流程。因此描述明显夸大了代码实际行为，属于能力与用途上的实质性不匹配。
The skill requires use of a local script and iterative scanning/report generation behavior, implying file read/write capabilities, but it declares no explicit tool scope or permission boundaries. In an agent system, undeclared capabilities increase the risk of overbroad filesystem access, accidental data exposure, or execution against unintended files because reviewers and runtime policy cannot clearly constrain what the skill may touch.
The trigger keywords are very broad and include common editorial terms like '自检', '大纲', and '人设', which can cause the skill to activate in unrelated contexts. Over-triggering is dangerous in agent environments because it may cause unsolicited file access, analysis of sensitive drafts, or execution of auxiliary tooling when the user did not intend to invoke this skill.
The rule “英文残留 | 中文替代” imposes a Chinese-only language policy in natural-language instructions. The file does not offer user opt-in, alternative locale handling, or a documented region-specific justification for forcing this language constraint.
This code file contains user-facing natural language in the module docstring that assumes Chinese as the required interaction language. Under the policy, language constraints should not be forced unless the user is given a choice or the restriction is clearly documented and justified as region-specific.
