xiaoyao5137/memorybread/qdrant

Claude Code and agent skill by xiaoyao5137/memorybread

Trust tier 3
  • community
Source check pending

Checking that the SKILL.md file is still in the repository.

Preview and import text-bearing Qdrant point exports from local JSON or JSONL files with stable point identity and payload metadata.

Install

npx vskill@latest install xiaoyao5137/memorybread/qdrant

SKILL.md

Qdrant 导出导入

支持结构

读取本地 JSON/JSONL 导出,不连接远程 Qdrant,不接收 API Key。支持数组、points、result.points 和逐行 point;正文依次从 payload.text、payload.content、payload.document、page_content 等字段识别。

映射

  • 来源键:point id,缺失时使用文件相对路径和记录序号
  • 标题:payload 的 title/name,缺失时使用来源键
  • 正文:常见 text/content/document/page_content 字段
  • 元数据:保留 payload、collection 提示与原始来源路径,不保留向量数组

工作流

先 preview 验证可解析记录、缺正文记录与稳定 ID,再 execute 增量写入本地记忆库。相同来源键和内容哈希不会重复创建。

安全

所有处理在本机完成;日志只记录数量、阶段和错误码,不记录正文、payload 内容或凭据。

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

Repository stars
197
Repository forks
6
7-day trend score
26

Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.

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