Use when building or refreshing the RagKit index for a project knowledge-base/ (e.g. after distill added or updated knowledge points). Trigger /ragkit:embed. Querying instead uses ragkit:query; index health uses ragkit:status.
Scanned 9/6/2026
Install to Claude Code
Skills Directorynpx -y skills add qxbyte/specode --skill embed --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: embed
description: Use when building or refreshing the RagKit index for a project knowledge-base/ (e.g. after distill added or updated knowledge points). Trigger /ragkit:embed. Querying instead uses ragkit:query; index health uses ragkit:status.
---
# RagKit Embed
脚本在本插件的 `scripts/` 目录（本 skill 目录的上两级）；用本 skill 的 base directory 把下面的相对路径拼成绝对路径执行。
```sh
sh ../../scripts/run.sh ../../scripts/ragkit.py \
embed --kb <项目根>/knowledge-base
```
- 增量：默认只重嵌变更 chunk；模型/后端变更或索引损坏时加 `--rebuild`。
- **退出码 3** = 无向量后端：stdout 的 ╭─ RagKit ─╮ 提示块**必须原样转述给用户**（含安装命令与第三方配置方法，不要改写）；此时词汇/元数据索引已建好，query 可降级使用。
- 首次装本地模型：`uv run ../../scripts/ragkit_local_embed.py install`（约 1.2GB；国内先 `export HF_ENDPOINT=https://hf-mirror.com`）。
- 双后端并存时固定用本地（脚本内置优先级，无需选择）。
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