jiachen: add MCode Review, PR review that has to prove its findings

.agents/plugins/marketplace.json

@@ -26,7 +26,7 @@
         "installation": "AVAILABLE",
         "authentication": "ON_INSTALL"
       },
-      "category": "Productivity"
+      "category": "Developer Tools"
     },
     {
       "name": "req-tpm",

.claude-plugin/marketplace.json

@@ -20,8 +20,8 @@
     {
       "name": "jiachen",
       "source": "./stacks/jiachen",
-      "description": "Find the loops where you keep acting as a manual step for your agents (retrying, judging, approving, carrying context) and lift yourself out of them, plus a content pipeline that rewrites AI-sounding Chinese drafts and turns material into Xiaohongshu image posts and short vertical videos.",
-      "category": "Productivity",
+      "description": "MCode Review, PR review that has to prove its findings: the same rules in your agent and in GitHub or GitLab CI, a verdict decided by a script, threads that carry over between pushes, and a weekly loop that tunes the rules on your own history. Plus finding the loops where you keep acting as a manual step for your agents, and a content pipeline that turns material into Xiaohongshu image posts and short vertical videos.",
+      "category": "Code",
       "author": {
         "name": "Jiachen (MiniMax Code team)"
       },

.github/workflows/validate.yml

@@ -31,6 +31,10 @@ jobs:
         with:
           node-version: 22
 
+      - name: Test the MCode Review code in stacks/jiachen
+        working-directory: stacks/jiachen
+        run: node --test ci/test/*.test.mjs skills/pr-review-tuning/scripts/test/*.test.mjs
+
       - name: Check all stacks
         env:
           MINIMAX_CODE_DIR: .minimax-code

README.md

@@ -145,7 +145,12 @@ other agents that support skills.
 | | [`engineering-emergency-changes`](stacks/ronny/skills/engineering-emergency-changes/SKILL.md) | Decide whether a hotfix is a real emergency and run expedited review safely |
 
 The table above is [`stacks/ronny`](stacks/ronny/).
-[`stacks/jiachen`](stacks/jiachen/) adds
+[`stacks/jiachen`](stacks/jiachen/) adds **MCode Review**, PR review that has
+to prove its findings: the same rules in your agent
+([`pr-review`](stacks/jiachen/skills/pr-review/SKILL.md)) and in GitHub or
+GitLab CI, a verdict decided by a script, and a weekly loop
+([`pr-review-tuning`](stacks/jiachen/skills/pr-review-tuning/SKILL.md)) that
+tunes its rules on your own PRs. It also adds
 [`lifting-loops`](stacks/jiachen/skills/lifting-loops/SKILL.md), which finds
 the loops where you keep acting as a manual step for your agents and lifts you
 out of them, and [`making-content`](stacks/jiachen/skills/making-content/SKILL.md),
@@ -211,7 +216,7 @@ change it. To suggest a change here, open an issue; see
 
 ```text
 stacks/ronny/               Ronny's stack (MiniMax Code R&D lead), the first and most complete one
-stacks/jiachen/             Jiachen's stack: getting out of the agent loop, and turning notes into posts and videos
+stacks/jiachen/             Jiachen's stack: MCode Review (PR review in your agent and in CI), getting out of the agent loop, notes into posts and videos
 stacks/req-tpm/             Optional: the requester and their agent act as a requirement's TPM (Feishu doc body, Meegle status); v0
 stacks/youfang/             Youfang's stack: architecture walkthroughs as Magic Move slide decks, in four styles
 stacks/<name>/              One directory per team member; teammates are welcome to add theirs

README_ZH.md

@@ -118,7 +118,7 @@ MiniMax Code 会自动发现这几个目录里的 Skill（每个 Skill 一个子
 | | [`taste-to-checks`](stacks/ronny/skills/taste-to-checks/SKILL.md) | 同样的意见提了两次，就写成测试、lint、hook 或 CI |
 | | [`engineering-emergency-changes`](stacks/ronny/skills/engineering-emergency-changes/SKILL.md) | 判断 hotfix 是不是真紧急，紧急时怎么快审又不丢质量 |
 
-上表是 [`stacks/ronny`](stacks/ronny/) 的内容。[`stacks/jiachen`](stacks/jiachen/) 里还有：[`lifting-loops`](stacks/jiachen/skills/lifting-loops/SKILL.md) 找出你总在给 agent 当「人工环节」的那些循环，帮你从里面抽身；[`making-content`](stacks/jiachen/skills/making-content/SKILL.md) 把笔记和素材做成小红书图文和竖版短视频。
+上表是 [`stacks/ronny`](stacks/ronny/) 的内容。[`stacks/jiachen`](stacks/jiachen/) 里有 **MCode Review**：一套要拿出证据的 PR review，同一套规则既能让 agent 在本地跑（[`pr-review`](stacks/jiachen/skills/pr-review/SKILL.md)），也能接进 GitHub 或 GitLab 的 CI；结论由脚本给出，不由模型决定；每周还有一轮自我迭代（[`pr-review-tuning`](stacks/jiachen/skills/pr-review-tuning/SKILL.md)），用你自己的 PR 调规则。另外还有：[`lifting-loops`](stacks/jiachen/skills/lifting-loops/SKILL.md) 找出你总在给 agent 当「人工环节」的那些循环，帮你从里面抽身；[`making-content`](stacks/jiachen/skills/making-content/SKILL.md) 把笔记和素材做成小红书图文和竖版短视频。
 
 [`stacks/req-tpm`](stacks/req-tpm/README_ZH.md) 是一份可选的需求管理 stack：谁提的产品或技术需求，谁就和自己的 agent 一起当这条需求的 TPM。受理时先追问该不该做，写死可衡量的预期效果；优先级交给负责人拍板；记下方案决策；按节奏跟进，停滞的显式标出来；上线前过检查项；最后拿证据对照预期效果才关闭。需求正文放飞书文档，状态和流转放飞书项目（Meegle）。目前是 v0，需要 `meegle` 和 `lark-cli`，并先在自己的 Meegle 空间里查一遍字段和状态，见 [`stacks/req-tpm/README_ZH.md`](stacks/req-tpm/README_ZH.md)。
 
@@ -156,7 +156,7 @@ AI 写代码越来越快，真正拉开差距的，是围绕 agent 的那一圈
 
 ```text
 stacks/ronny/               MiniMax Code 研发负责人 Ronny 的日常工作流，第一份，也是目前最完整的一份
-stacks/jiachen/             Jiachen 的工作流：把自己从 agent 的循环里解放出来，以及把笔记做成图文和短视频
+stacks/jiachen/             Jiachen 的工作流：MCode Review（本地和 CI 里都能跑的 PR review）、把自己从 agent 的循环里解放出来、把笔记做成图文和短视频
 stacks/req-tpm/             可选：需求提出人和自己的 agent 一起当这条需求的 TPM（正文在飞书文档，状态在 Meegle），v0
 stacks/youfang/             Youfang 的工作流：把架构讲解做成「神奇移动」演示，四种风格可选
 stacks/<name>/              每位成员一个目录，欢迎团队同事把自己的也放进来

stacks/README.md

@@ -7,7 +7,7 @@ MiniMax Code plugin package.
 | Stack | Owner | What it has |
 | --- | --- | --- |
 | [`ronny`](ronny/) | Ronny, R&D lead | Skills and plain-text checklists |
-| [`jiachen`](jiachen/) | Jiachen, engineer | Skills and a `WORKFLOW.md` |
+| [`jiachen`](jiachen/) | Jiachen, engineer | MCode Review: PR review in your agent and in GitHub or GitLab CI, with a weekly loop that tunes its rules; plus `lifting-loops` and `making-content`. Skills, CI code and a `WORKFLOW.md` |
 | [`req-tpm`](req-tpm/) | MiniMax Code team | Optional, v0: the requester and their agent act as a requirement's TPM (Feishu doc body, Meegle status). Skills, templates and a `WORKFLOW.md` |
 | [`youfang`](youfang/) | Youfang, engineer | A skill that turns diagram walkthroughs into Magic Move slide decks (four styles, sample first), and a `WORKFLOW.md` |
 

stacks/jiachen/.claude-plugin/plugin.json

@@ -1,8 +1,8 @@
 {
   "name": "jiachen",
   "displayName": "Jiachen's MCode Stack",
-  "version": "0.1.1",
-  "description": "Find the loops where you keep acting as a manual step for your agents (retrying, judging, approving, carrying context) and lift yourself out of them, plus a content pipeline that rewrites AI-sounding Chinese drafts and turns material into Xiaohongshu image posts and short vertical videos.",
+  "version": "0.2.0",
+  "description": "MCode Review, PR review that has to prove its findings: the same rules in your agent and in GitHub or GitLab CI, a verdict decided by a script, threads that carry over between pushes, and a weekly loop that tunes the rules on your own history. Plus finding the loops where you keep acting as a manual step for your agents, and a content pipeline that turns material into Xiaohongshu image posts and short vertical videos.",
   "author": {
     "name": "Jiachen (MiniMax Code team)"
   },

stacks/jiachen/.codex-plugin/plugin.json

@@ -1,7 +1,7 @@
 {
   "name": "jiachen",
-  "version": "0.1.1",
-  "description": "Find the loops where you keep acting as a manual step for your agents (retrying, judging, approving, carrying context) and lift yourself out of them, plus a content pipeline that rewrites AI-sounding Chinese drafts and turns material into Xiaohongshu image posts and short vertical videos.",
+  "version": "0.2.0",
+  "description": "MCode Review, PR review that has to prove its findings: the same rules in your agent and in GitHub or GitLab CI, a verdict decided by a script, threads that carry over between pushes, and a weekly loop that tunes the rules on your own history. Plus finding the loops where you keep acting as a manual step for your agents, and a content pipeline that turns material into Xiaohongshu image posts and short vertical videos.",
   "author": {
     "name": "Jiachen (MiniMax Code team)"
   },
@@ -10,16 +10,19 @@
   "skills": "./skills/",
   "interface": {
     "displayName": "Jiachen's MCode Stack",
-    "shortDescription": "Find the loops where you keep acting as a manual step for your agents.",
-    "longDescription": "Find the loops where you keep acting as a manual step for your agents (retrying, judging, approving, carrying context) and lift yourself out of them, plus a content pipeline that rewrites AI-sounding Chinese drafts and turns material into Xiaohongshu image posts and short vertical videos.",
+    "shortDescription": "PR review that has to prove its findings, in your agent and in CI.",
+    "longDescription": "MCode Review, PR review that has to prove its findings: the same rules in your agent and in GitHub or GitLab CI, a verdict decided by a script, threads that carry over between pushes, and a weekly loop that tunes the rules on your own history. Plus finding the loops where you keep acting as a manual step for your agents, and a content pipeline that turns material into Xiaohongshu image posts and short vertical videos.",
     "developerName": "Jiachen (MiniMax Code team)",
     "category": "Productivity",
-    "capabilities": ["Read", "Write"],
+    "capabilities": [
+      "Read",
+      "Write"
+    ],
     "websiteURL": "https://github.com/MiniMax-AI/mcode-stack/tree/main/stacks/jiachen",
     "defaultPrompt": [
-      "Look back at this session: where did I keep stepping in by hand?",
-      "Scan my recent agent sessions for repeated manual work",
-      "把这篇草稿改成我的风格，去掉 AI 味"
+      "Review this branch with pr-review before I open the PR",
+      "Set up MCode Review CI on this repository",
+      "Look back at this session: where did I keep stepping in by hand?"
     ]
   }
 }

stacks/jiachen/.minimax-plugin/plugin.json

@@ -1,20 +1,25 @@
 {
   "schemaVersion": 1,
   "name": "jiachen",
-  "version": "0.1.1",
+  "version": "0.2.0",
   "displayName": "Jiachen's MCode Stack",
-  "description": "Find the loops where you keep acting as a manual step for your agents (retrying, judging, approving, carrying context) and lift yourself out of them, plus a content pipeline that rewrites AI-sounding Chinese drafts and turns material into Xiaohongshu image posts and short vertical videos.",
+  "description": "MCode Review, PR review that has to prove its findings: the same rules in your agent and in GitHub or GitLab CI, a verdict decided by a script, threads that carry over between pushes, and a weekly loop that tunes the rules on your own history. Plus finding the loops where you keep acting as a manual step for your agents, and a content pipeline that turns material into Xiaohongshu image posts and short vertical videos.",
   "author": "Jiachen (MiniMax Code team)",
   "icon": "icon.png",
-  "category": "Productivity",
+  "category": "Code",
   "exampleQueries": [
-    "Look back at this session: where did I keep stepping in by hand?",
-    "Scan my recent agent sessions for repeated manual work",
-    "把这篇草稿改成我的风格，去掉 AI 味"
+    "Review this branch with pr-review before I open the PR",
+    "Set up MCode Review CI on this repository",
+    "Look back at this session: where did I keep stepping in by hand?"
   ],
   "apps": [],
   "mcpServers": [],
   "skills": [
+    "skills/pr-review/SKILL.md",
+    "skills/pr-description/SKILL.md",
+    "skills/pr-review-ci/SKILL.md",
+    "skills/pr-review-tuning/SKILL.md",
+    "skills/pr-quiz/SKILL.md",
     "skills/lifting-loops/SKILL.md",
     "skills/making-content/SKILL.md"
   ]