corpus-builder语料库构建工具，支持智能分块、AI 标注、向量化存储。可选 LLM 标注（需 DashScope API）或规则降级。
Install via ClawdBot CLI:
clawdbot install yuzhihui886/corpus-builderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
rm -rf ~Calls external URL not in known-safe list
https://img.shields.io/badge/version-1.0.3-blueAI Analysis
The skill appears to be a legitimate corpus processing tool with proper API key handling via environment variables and clear offline fallback mode. The 'rm -rf' command in troubleshooting is destructive but appears in documentation context, not in actual skill execution. No evidence of hidden instructions, credential harvesting, or data exfiltration beyond the declared DashScope API usage.
Audited Apr 18, 2026 · audit v1.0
Generated May 9, 2026
批量处理大量中文网络小说文本，自动进行场景智能分块、10维度AI标注，并存储为向量数据库，用于训练自定义语言模型或辅助创作分析。
将教科书或教学材料按知识点智能分块，自动标注难度、主题、情感等维度，构建结构化知识库，支持智能问答系统或自适应学习平台。
处理企业内部文档（如报告、邮件、技术文档），自动分块并标注内容类型、优先级、情感倾向等，结合向量检索实现高效知识管理。
抓取社交媒体帖子或评论，利用规则模式或LLM标注情感、话题等维度，构建高质量情感分析语料库，供后续模型训练或舆情监控使用。
对学术论文摘要进行分块与标注，提取关键主题、研究方法、结论等结构化信息，构建可搜索的学术知识库，辅助科研文献综述。
提供云端API服务，用户上传文本，系统自动返回标注后的结构化语料库。按处理字数或API调用次数收费。
针对企业特定需求（如特定领域、语言、标注维度），提供定制化语料库构建服务，并交付标注后的数据集。
将Corpus Builder作为企业知识管理平台（如Confluence插件）的增值功能，提供智能分块与标注能力，提升产品竞争力。
💬 Integration Tip
集成时只需设置DASHSCOPE_API_KEY环境变量（可选）并安装requirements.txt依赖即可通过命令行或Python脚本调用，无需复杂配置。
Scored Jun 20, 2026
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