# final-review

基于 LangChain + LangGraph + PostgreSQL/pgvector 的期末复习 Agent 后端。可独立运行，也可作为学习系统中的一个 Agent 模块使用。 接收课程资料，完成资料入库、带来源问答、模拟出题、作答评测与薄弱点反馈。原有 SKILL.md 保留为领域规范；policy.py 和工作流把关键规则落实为代码。

- Tier: Indexed (plain plugin)
- Category: Education
- Page: https://www.flowy.sh/listings/lucianwhy-final-review
- Source: https://github.com/lucianwhy/final-review
- Price: free and open source

## Summary
final-review is a Claude Code plugin with 1 hand-picked skill, indexed on Flowy in the Education category. Install it with the command on its page. It includes final-review. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

## Install (Claude Code)
```
npx -y skills add lucianwhy/final-review --agent claude-code
```

## Skills
- final-review

## FAQ

### What is final-review?
基于 LangChain + LangGraph + PostgreSQL/pgvector 的期末复习 Agent 后端。可独立运行，也可作为学习系统中的一个 Agent 模块使用。 接收课程资料，完成资料入库、带来源问答、模拟出题、作答评测与薄弱点反馈。原有 SKILL.md 保留为领域规范；policy.py 和工作流把关键规则落实为代码。

### How do I install final-review?
Run these in Claude Code: npx -y skills add lucianwhy/final-review --agent claude-code. Then prompt normally.

### Does final-review auto-invoke its skills?
Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

### Is final-review free?
Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.