attachment-inject动态附件注入 — 在不修改system prompt的情况下注入动态内容。参考Claude Code的Attachment消息机制。
Install via ClawdBot CLI:
clawdbot install wangxiaofei860208-source/attachment-injectGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 23, 2026
在客服对话中,根据用户问题动态注入相关知识库文章或产品手册,避免预置所有内容到system prompt。用户提到退货时,系统自动读取退货政策并作为附件注入,提升响应准确性和时效性。
AI编程助手根据开发者当前任务(如调试、代码审查)动态读取对应技能的SKILL.md文件并注入,而非加载所有技能描述。用户说出“调试这段代码”后,助手立即注入调试技能上下文。
法律AI根据咨询事项动态注入最新的法律法规条文或案例摘要,避免因法规更新而频繁修改system prompt。用户咨询合同纠纷时,助手从法规库读取相关合同法条作为附件。
企业知识库AI根据员工提问动态注入相关文档的摘要或链接,不预先加载所有文档。员工询问“公司差旅政策”时,系统自动读取政策文档并注入,提升检索效率。
中心协调Agent根据用户请求动态注入各子Agent的注册表信息,选择合适的Agent执行任务。用户请求“生成周报并发送邮件”时,系统注入报告生成和邮件发送Agent的注册表项。
提供API服务,允许第三方AI应用按需动态注入附件内容,按调用次数或令牌消耗收费。该模型无需预先配置大量system prompt,降低客户集成成本。
为大型企业提供定制化AI助手,整合其内部知识库,利用动态注入技术实现实时、准确的问答。按年收取许可证费用或按用户数收费。
提供工具插件,自动生成技能或Agent的注册表,并与CI/CD流水线集成,确保AI助手始终使用最新上下文。按部署实例收费。
💬 Integration Tip
首先在项目中定义注册表生成脚本并集成到构建流程中,然后在AI应用主提示词中通过附件消息动态加载注册表,确保核心技能始终加载但动态内容按需注入。
Scored May 23, 2026
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