diff --git a/Utils/README.md b/Utils/README.md
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+# 本目录用于存放「飞桨护航计划集训营」仓库的管理工具
+
diff --git a/Utils/assistant_helper.py b/Utils/assistant_helper.py
new file mode 100644
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+++ b/Utils/assistant_helper.py
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+"""
+PR 统计助手
+
+- 生成周报统计表
+- 生成未提交周报的学员列表
+- 生成未点评周报并合入PR的导师列表
+
+新一期的助教需要替换 stu_list 和 teacher_list
+后续使用的时候只需要修改 issue_url、start_date 和 end_date 即可
+"""
+
+
+import requests
+from collections import OrderedDict
+
+issue_url = "https://api.github.com/repos/PFCCLab/Camp/issues/161"
+start_date = "2024.03.09"
+end_date = "2024.03.22"
+
+stu_list = [
+    "xingmingyyj",
+    "huangjiyi",
+    "zrr1999",
+    "gouzil",
+    "zyt1024",
+    "zbt78",
+    "RedContritio",
+    "NKNaN",
+    "zeroRains",
+    "YibinLiu666",
+    "AndSonder",
+    "Corle-hyz",
+    "xusuyong",
+    "zhaojiameng",
+    "DUCH714",
+    "Yang-Changhui",
+    "lshpku",
+    "ZelinMa557",
+    "Xinyu302",
+    "fty1777",
+    "yulangz",
+    "WintersMontagne10335",
+    "unseenme",
+    "silverling",
+    "Tsaiyue",
+    "cocoshe",
+    "lishuai-97",
+    "yinfan98",
+]
+
+stu_to_teacher = {
+    "xingmingyyj": ["kangguangli"],
+    "huangjiyi": ["winter-wang"],
+    "zrr1999": ["YuanRisheng", "0x45f"],
+    "gouzil": ["SigureMo"],
+    "zyt1024": ["GGBond8488"],
+    "zbt78": ["GGBond8488"],
+    "RedContritio": ["zhwesky2010"],
+    "NKNaN": ["zhwesky2010"],
+    "zeroRains": ["cyber-pioneer"],
+    "YibinLiu666": ["HydrogenSulfate"],
+    "AndSonder": ["From00"],
+    "Corle-hyz": ["Caozhou1995"],
+    "xusuyong": ["HydrogenSulfate"],
+    "zhaojiameng": ["lijialin03"],
+    "DUCH714": ["wangguan1995"],
+    "Yang-Changhui": ["zhiminzhang0830"],
+    "lshpku": ["zyfncg", "jiahy0825"],
+    "ZelinMa557": ["zyfncg", "jiahy0825"],
+    "Xinyu302": ["zhangbopd"],
+    "fty1777": ["zhangbopd"],
+    "yulangz": ["feifei-111", "2742195759"],
+    "WintersMontagne10335": ["feifei-111", "2742195759"],
+    "unseenme": ["zhhsplendid"],
+    "silverling": ["risemeup1"],
+    "Tsaiyue": ["westfish"],
+    "cocoshe": ["LokeZhou"],
+    "lishuai-97": ["GuoxiaWang"],
+    "yinfan98": ["yuanlehome"],
+}
+
+project_to_stu = OrderedDict()
+project_to_stu["项目一：PIR 算子补全与兼容机制建设"] = ["xingmingyyj"]
+project_to_stu["项目二：PIR 控制流专项"] = ["huangjiyi"]
+project_to_stu["项目三：PIR Python API 升级及机制建设"] = ["zrr1999"]
+project_to_stu["项目四：动转静 SOT 模块 Python 3.12 支持"] = ["gouzil"]
+project_to_stu["项目五：算子支持复数计算专项"] = ["zyt1024", "zbt78"]
+project_to_stu["项目六：模型迁移工具建设"] = ["RedContritio"]
+project_to_stu["项目七：框架 API 易用性提升"] = ["NKNaN"]
+project_to_stu["项目八：组合机制算子专项和机制建设"] = ["zeroRains"]
+project_to_stu["项目九：高阶微分的性能分析和优化"] = ["YibinLiu666"]
+project_to_stu["项目十：静态图半自动并行训练性能优化"] = ["AndSonder"]
+project_to_stu["项目十一：全自动并行架构升级"] = ["Corle-hyz"]
+project_to_stu["项目十二：科学计算领域拓展专项（DeePMD-kit、光学案例）"] = ["xusuyong"]
+project_to_stu["项目十三：科学计算领域拓展专项（超分重构方向）"] = ["zhaojiameng"]
+project_to_stu["项目十四：科学计算领域拓展专项（领域流体方向）"] = ["DUCH714"]
+project_to_stu["项目十五：科学计算领域拓展专项（领域气象方向）"] = ["Yang-Changhui"]
+project_to_stu["项目十六：CINN 支持动态 Shape 专项（前端方向）"] = ["lshpku", "ZelinMa557"]
+project_to_stu["项目十七：CINN 支持动态 Shape 专项（PIR 部分）"] = ["Xinyu302", "fty1777"]
+project_to_stu["项目十八：CINN 静态 shape 下鲁棒性和性能优化"] = [
+    "yulangz", "WintersMontagne10335"]
+project_to_stu["项目二十：CINN 支持动态 Shape 专项 （后端模型扩量）"] = ["unseenme"]
+project_to_stu["项目二十一：Paddle CMake 治理和编译优化"] = ["silverling"]
+project_to_stu["项目二十二：PaddleMIX 套件能力建设（文图方向）"] = ["Tsaiyue"]
+project_to_stu["项目二十三：PaddleMIX 套件能力建设（图文方向）"] = ["cocoshe"]
+project_to_stu["项目二十四：大模型训练稳定性和高效低价小模型快速收敛"] = ["lishuai-97"]
+project_to_stu["项目二十六：推理 Pass & 融合算子优化"] = ["yinfan98"]
+
+
+head_part = f"""
+# [WeeklyReports] {start_date}~{end_date} 周报汇总
+
+请各位学员在本 issue 下以 comment 的形式填写周报摘要，ddl 本周五晚，格式示例如下：
+
+```
+### 姓名
+
+xxx
+
+### 本周工作
+
+1. xxx
+2. xxx
+ 
+### 下周工作
+
+1. xxx
+2. xxx
+
+### 详细周报链接：
+
+- https://github.com/PFCCLab/Camp/pulls/xxx
+
+```
+"""
+
+comments = requests.get(issue_url + "/comments").json()
+# convert to a list
+comments_stu = [x["user"]["login"]
+                for x in comments if x["user"]["login"] in stu_list]
+comments_comments = [x["body"]
+                     for x in comments if x["user"]["login"] in stu_list]
+
+for project, stus in project_to_stu.items():
+    head_part += f"\n#### {project}\n\n"
+    for stu in stus:
+        teacher = stu_to_teacher[stu]
+        teacher = [f"@{t}" for t in teacher]
+        if stu in comments_stu:
+            head_part += f"- [x] @{stu} ({', '.join(teacher)})\n"
+        else:
+            head_part += f"- [ ] @{stu} ({', '.join(teacher)})\n"
+
+print(head_part)
+
+# 获取 https://github.com/PFCCLab/Camp 下所有待合入的 pr，且 PR 标题为 start_date~end_date 周报
+
+pr_url = "https://api.github.com/repos/PFCCLab/Camp/pulls"
+pr_list = requests.get(pr_url).json()
+pr_list = [
+    x for x in pr_list if f"{start_date}~{end_date}" in x["title"] and x["state"] == "open"]
+pr_author = [x["user"]["login"] for x in pr_list]
+# 获取所有 author 的导师
+pr_author_teacher = [",".join(stu_to_teacher[x]) for x in pr_author]
+
+print("未提交周报的学员：", list(set(stu_list) - set(comments_stu)))
+
+print("未点评周报并合入PR的导师：", pr_author_teacher)