docs(readme): trim top-2 News entries + move "What is ARIS" near bottom

Two structural tweaks per user feedback:

1. Trim the 2026-05-24 (v1.1) and 2026-05-23 (v1 ship) News entries down
   to 2-3 lines each. Removed mid-line implementation detail (per-repo
   JSON shape, the full v9→v17 design-iteration commit list) — that
   detail lives in SKILL.md and the commits themselves.

2. Move the "🌟 What is ARIS — A Quick Pitch" section from position
   right-after-📢-News (early in the README) to right-before-📖-Citing
   (near the bottom). Rationale: AI-Offer's first-fold should foreground
   the cheat-sheets + ARIS-Homepage value, not the parent-ARIS pitch.
   The parent pitch is more naturally positioned as a "before you cite
   us, here's the context" block.

New section order:
  📢 What's New → 📚 Tutorial Index → 🤖 How These Are Generated
  → 🌐 ARIS-Homepage → 🤝 Contributing → 💬 Community
  → 🌟 What is ARIS  ← moved here
  → 📖 Citing ARIS → License

Bilingual parity maintained.

Author: wanshuiyin

README.md

@@ -44,34 +44,14 @@ Phone on the subway, iPad at a café, laptop in the library — same HTML link o
 
 ## 📢 What's New
 
-- **2026-05-24** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🐙 **ARIS-Homepage v1.1: `--from-repos`** — comma-separated `owner/repo` list snapshotted via `gh` CLI (GraphQL metadata + REST README, ≤20KB excerpt). Writes per-repo `{stars, forks, topics, primary_language, 8 latest releases, latest commit, README excerpt}` to `.aris-homepage/github_repos.json`; calling LLM agent merges timelines into homepage News + `featured_projects[].github`. Private repos skipped by default; `--include-private` opt-in. Closes [#2](https://github.com/wanshuiyin/ARIS-in-AI-Offer/issues/2) by [@Yafei-Liu99](https://github.com/Yafei-Liu99) ([cdcf9a2](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/cdcf9a2)).
-- **2026-05-23** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🌐 **ARIS-Homepage v1 shipped** — turn a CV into a fact-checked academic homepage. DBLP / arXiv audit blocks ship on wrong venue / year / author / fabricated awards. Single-file HTML output; Codex MCP optional adversarial review; Gemini optional visual critique. Live demo: [wanshuiyin.github.io](https://wanshuiyin.github.io/). Skill contract: [`skills/homepage-generator/SKILL.md`](skills/homepage-generator/SKILL.md). Full v9→v17 design iteration via cross-model review ([b818c1d](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/b818c1d) · [1e039f8](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/1e039f8) · [a270f77](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/a270f77)).
+- **2026-05-24** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🐙 **ARIS-Homepage v1.1: `--from-repos`** — snapshot user-selected `owner/repo` list via `gh` CLI; LLM agent merges repo timelines into homepage News + `featured_projects[].github`. Private repos skipped by default. Closes [#2](https://github.com/wanshuiyin/ARIS-in-AI-Offer/issues/2) by [@Yafei-Liu99](https://github.com/Yafei-Liu99) ([cdcf9a2](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/cdcf9a2)).
+- **2026-05-23** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🌐 **ARIS-Homepage v1 shipped** — CV → fact-checked academic homepage (DBLP / arXiv audit blocks wrong venue / year / author). Single-file HTML; Codex / Gemini reviews optional. Live demo: [wanshuiyin.github.io](https://wanshuiyin.github.io/). Skill: [`skills/homepage-generator/SKILL.md`](skills/homepage-generator/SKILL.md) ([b818c1d](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/b818c1d)).
 - **2026-05-22** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🦾 **Featured community contribution: 具身智能高频面试题库** by [@WinstonJQ](https://github.com/WinstonJQ) — 413 questions across 8 卷 (VLA / 模仿学习 / RL / 世界模型 / 工程落地 / 腿足控制 / 3D 感知 / 系统设计). Hosted externally; linked from the new "🦾 Embodied AI" category in the Tutorial Index ([b1ebb6f](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/b1ebb6f)).
 - **2026-05** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 📚 **4 new bilingual cheat sheets**: KL Divergence in RLHF (k1/k2/k3 · placement gradient bias), LLM On-Policy Distillation (MiniLLM / GKD / Qwen3 / Tinker), Diffusion Post-Training (DDPO / DPOK / DRaFT / AlignProp / Diffusion-DPO / Flow-GRPO), Diffusion / Flow Distillation (CM / iCT / sCM / CTM / LCM / DMD/DMD2 / ADD/LADD). Total now: **23 first-party cheat sheets**.
 - **2026-05** — ![DOCS](https://img.shields.io/badge/DOCS-blue?style=flat-square) 📖 **README restructure** — preview-strip banner, ARIS credentials at top (badges + 10K-star foundation paragraph), shared WeChat community QR with the [main ARIS repo](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep).
 
 ---
 
-## 🌟 What is ARIS — A Quick Pitch
-
-[**ARIS — Auto Research in Sleep**](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) is one of the most-watched AI research agent skill platforms of 2025-2026. The `/interview-cheatsheet` + `/render-html` skills that produced this repo are 2 out of ARIS's 74+ skills.
-
-[![Stars](https://img.shields.io/github/stars/wanshuiyin/Auto-claude-code-research-in-sleep?style=flat&logo=github&logoColor=white&color=gold&label=Stars)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/stargazers) · [![arXiv](https://img.shields.io/badge/arXiv-2605.03042-b31b1b?style=flat&logo=arxiv)](https://huggingface.co/papers/2605.03042) · [![HF Daily #1](https://img.shields.io/badge/HF%20Daily%20Papers-%231-yellow?style=flat)](https://huggingface.co/papers/2605.03042) · [![PaperWeekly](https://img.shields.io/badge/Featured%20on-PaperWeekly-red?style=flat)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) · [![awesome-agent-skills](https://img.shields.io/badge/Featured%20in-awesome--agent--skills-blue?style=flat&logo=github)](https://github.com/VoltAgent/awesome-agent-skills) · [![Project of the Day](https://img.shields.io/badge/AI%20Digital%20Crew-Project%20of%20the%20Day-orange?style=flat)](https://aidigitalcrew.com)
-
-- ⭐ **~10k GitHub stars** — top-trending AI agent repo
-- 🥇 **HuggingFace Daily Papers #1** — top of the day, paper [arXiv:2605.03042](https://huggingface.co/papers/2605.03042)
-- 🏆 **AI Digital Crew · Project of the Day** (2026.03.14)
-- 📰 **Featured on PaperWeekly** + **VoltAgent/awesome-agent-skills**
-- 🛠️ **74+ research skills** — full lifecycle from idea exploration → experiments → papers → rebuttals → talk slides
-- 🌐 **7+ platforms supported** — Claude Code · Codex CLI · Cursor · Trae · Antigravity · GitHub Copilot CLI · OpenClaw
-- 🔧 **ARIS-Code standalone CLI** — multi-provider runtime, no Claude Code dependency required
-
-Core methodology: **cross-model adversarial review** — executor and reviewer must come from different model families (Claude × GPT-5.5 xhigh × Gemini), so no LLM ever judges its own output. This protocol carries directly into interview cheat sheet generation: every formula, code block, and citation in every tutorial passes an independent audit (see each `.review.json` audit trail).
-
-👉 **ARIS main repo**: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep
-
----
-
 ## 📚 Tutorial Index
 
 > 🌐 **Bilingual editions**: every cheat sheet ships with both a Chinese (default) and an English HTML — filenames are `*_tutorial.html` (CN) and `*_tutorial_en.html` (EN). HTML columns below link to both.
@@ -280,6 +260,26 @@ Full contribution guide: [**CONTRIBUTING.md**](CONTRIBUTING.md) ([English](CONTR
 
 ---
 
+## 🌟 What is ARIS — A Quick Pitch
+
+[**ARIS — Auto Research in Sleep**](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) is one of the most-watched AI research agent skill platforms of 2025-2026. The `/interview-cheatsheet` + `/render-html` skills that produced this repo are 2 out of ARIS's 74+ skills.
+
+[![Stars](https://img.shields.io/github/stars/wanshuiyin/Auto-claude-code-research-in-sleep?style=flat&logo=github&logoColor=white&color=gold&label=Stars)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/stargazers) · [![arXiv](https://img.shields.io/badge/arXiv-2605.03042-b31b1b?style=flat&logo=arxiv)](https://huggingface.co/papers/2605.03042) · [![HF Daily #1](https://img.shields.io/badge/HF%20Daily%20Papers-%231-yellow?style=flat)](https://huggingface.co/papers/2605.03042) · [![PaperWeekly](https://img.shields.io/badge/Featured%20on-PaperWeekly-red?style=flat)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) · [![awesome-agent-skills](https://img.shields.io/badge/Featured%20in-awesome--agent--skills-blue?style=flat&logo=github)](https://github.com/VoltAgent/awesome-agent-skills) · [![Project of the Day](https://img.shields.io/badge/AI%20Digital%20Crew-Project%20of%20the%20Day-orange?style=flat)](https://aidigitalcrew.com)
+
+- ⭐ **~10k GitHub stars** — top-trending AI agent repo
+- 🥇 **HuggingFace Daily Papers #1** — top of the day, paper [arXiv:2605.03042](https://huggingface.co/papers/2605.03042)
+- 🏆 **AI Digital Crew · Project of the Day** (2026.03.14)
+- 📰 **Featured on PaperWeekly** + **VoltAgent/awesome-agent-skills**
+- 🛠️ **74+ research skills** — full lifecycle from idea exploration → experiments → papers → rebuttals → talk slides
+- 🌐 **7+ platforms supported** — Claude Code · Codex CLI · Cursor · Trae · Antigravity · GitHub Copilot CLI · OpenClaw
+- 🔧 **ARIS-Code standalone CLI** — multi-provider runtime, no Claude Code dependency required
+
+Core methodology: **cross-model adversarial review** — executor and reviewer must come from different model families (Claude × GPT-5.5 xhigh × Gemini), so no LLM ever judges its own output. This protocol carries directly into interview cheat sheet generation: every formula, code block, and citation in every tutorial passes an independent audit (see each `.review.json` audit trail).
+
+👉 **ARIS main repo**: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep
+
+---
+
 ## 📖 Citing ARIS
 
 If this collection — or any cheat sheet here — helped you in your interview prep / research / paper, please consider citing the underlying ARIS methodology paper:

README_CN.md

@@ -44,34 +44,14 @@
 
 ## 📢 最新动态
 
-- **2026-05-24** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🐙 **ARIS-Homepage v1.1：`--from-repos`** — 逗号分隔 `owner/repo` 列表通过 `gh` CLI 抓快照（GraphQL metadata + REST README 截 20KB）。每 repo 的 `{stars, forks, topics, primary_language, 最近 8 个 releases, latest commit, README 摘要}` 写到 `.aris-homepage/github_repos.json`，调用方 LLM agent 把时间线 merge 进主页 News + `featured_projects[].github`。默认拒绝 private repo，要 `--include-private` 才放。Closes [#2](https://github.com/wanshuiyin/ARIS-in-AI-Offer/issues/2) by [@Yafei-Liu99](https://github.com/Yafei-Liu99)（[cdcf9a2](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/cdcf9a2)）。
-- **2026-05-23** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🌐 **ARIS-Homepage v1 上线** — 把 CV 变成 fact-checked 学术主页。DBLP / arXiv 真审 venue/年份/作者/奖项，硬阻断 ship。单文件 HTML 输出；Codex MCP 可选对抗 review；Gemini 可选视觉 critique。Live demo：[wanshuiyin.github.io](https://wanshuiyin.github.io/)。Skill 契约：[`skills/homepage-generator/SKILL.md`](skills/homepage-generator/SKILL.md)。v9→v17 跨模型迭代（[b818c1d](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/b818c1d) · [1e039f8](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/1e039f8) · [a270f77](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/a270f77)）。
+- **2026-05-24** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🐙 **ARIS-Homepage v1.1：`--from-repos`** — 用户选定 `owner/repo` 列表通过 `gh` CLI 抓快照，调用方 LLM agent 把 repo 时间线 merge 进主页 News + `featured_projects[].github`。默认拒绝 private repo。Closes [#2](https://github.com/wanshuiyin/ARIS-in-AI-Offer/issues/2) by [@Yafei-Liu99](https://github.com/Yafei-Liu99)（[cdcf9a2](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/cdcf9a2)）。
+- **2026-05-23** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🌐 **ARIS-Homepage v1 上线** — CV → fact-checked 学术主页（DBLP / arXiv 审 venue/年份/作者，错的硬阻断 ship）。单文件 HTML；Codex / Gemini review 可选。Live demo：[wanshuiyin.github.io](https://wanshuiyin.github.io/)。Skill：[`skills/homepage-generator/SKILL.md`](skills/homepage-generator/SKILL.md)（[b818c1d](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/b818c1d)）。
 - **2026-05-22** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 🦾 **社区贡献 feature：具身智能高频面试题库** by [@WinstonJQ](https://github.com/WinstonJQ) —— 413 题 8 卷（VLA / 模仿学习 / RL / 世界模型 / 工程落地 / 腿足控制 / 3D 感知 / 系统设计），外部托管，从 Tutorial Index 新增的 "🦾 Embodied AI" 分类里链接过去（[b1ebb6f](https://github.com/wanshuiyin/ARIS-in-AI-Offer/commit/b1ebb6f)）。
 - **2026-05** — ![NEW](https://img.shields.io/badge/NEW-red?style=flat-square) 📚 **4 篇新双语 cheat sheet**：KL Divergence in RLHF（k1/k2/k3 · placement gradient bias）、LLM On-Policy Distillation（MiniLLM / GKD / Qwen3 / Tinker）、Diffusion Post-Training（DDPO / DPOK / DRaFT / AlignProp / Diffusion-DPO / Flow-GRPO）、Diffusion / Flow Distillation（CM / iCT / sCM / CTM / LCM / DMD/DMD2 / ADD/LADD）。总数：**23 篇 first-party cheat sheet**。
 - **2026-05** — ![DOCS](https://img.shields.io/badge/DOCS-blue?style=flat-square) 📖 **README 重构** —— 预览图 banner、ARIS 战绩前置（badges + 10K-star credibility paragraph）、与 [ARIS 主仓](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep)共享微信群二维码。
 
 ---
 
-## 🌟 ARIS 是什么 — 顺便安利一下
-
-[**ARIS — Auto Research in Sleep**](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) 是 2025-2026 年最受关注的 AI 科研 agent skill 平台之一。这个仓库生成所用的 `/interview-cheatsheet` + `/render-html` 是 ARIS 74+ 个 skill 中的两个。
-
-[![Stars](https://img.shields.io/github/stars/wanshuiyin/Auto-claude-code-research-in-sleep?style=flat&logo=github&logoColor=white&color=gold&label=Stars)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/stargazers) · [![arXiv](https://img.shields.io/badge/arXiv-2605.03042-b31b1b?style=flat&logo=arxiv)](https://huggingface.co/papers/2605.03042) · [![HF Daily #1](https://img.shields.io/badge/HF%20Daily%20Papers-%231-yellow?style=flat)](https://huggingface.co/papers/2605.03042) · [![PaperWeekly](https://img.shields.io/badge/Featured%20on-PaperWeekly-red?style=flat)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) · [![awesome-agent-skills](https://img.shields.io/badge/Featured%20in-awesome--agent--skills-blue?style=flat&logo=github)](https://github.com/VoltAgent/awesome-agent-skills) · [![Project of the Day](https://img.shields.io/badge/AI%20Digital%20Crew-Project%20of%20the%20Day-orange?style=flat)](https://aidigitalcrew.com)
-
-- ⭐ **~10k GitHub stars** — top trending AI agent repo
-- 🥇 **HuggingFace Daily Papers #1** — top of the day, paper [arXiv:2605.03042](https://huggingface.co/papers/2605.03042)
-- 🏆 **AI Digital Crew · Project of the Day** (2026.03.14)
-- 📰 **Featured on PaperWeekly** + **VoltAgent/awesome-agent-skills**
-- 🛠️ **74+ research skills** — 从找 idea → 跑实验 → 写论文 → rebuttal → 做 talk slides 的全流程
-- 🌐 **7+ 平台支持** — Claude Code · Codex CLI · Cursor · Trae · Antigravity · GitHub Copilot CLI · OpenClaw
-- 🔧 **ARIS-Code 独立 CLI** — 不想绑定 Claude Code 也行，自带 multi-provider runtime
-
-核心方法论：**跨模型对抗审查**——executor 和 reviewer 必须不同模型家族（Claude × GPT-5.5 xhigh × Gemini），不让 LLM 自己审自己。这套协议复用到面试 cheat sheet 生成上，就保证了每篇里的公式 / 代码 / 引用都过了一遍独立审查（详见每篇旁边的 `.review.json` 审计 trail）。
-
-👉 **ARIS 主仓库**：https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep
-
----
-
 ## 📚 教程清单
 
 > 🌐 **双语版**：每一篇 cheat sheet 都同时提供中文（默认）和英文 HTML 版本——文件名 `*_tutorial.html`（中文）和 `*_tutorial_en.html`（英文），下方表格的 HTML 列直接给出对应链接。
@@ -279,6 +259,26 @@ aris-homepage render --persona theory-minimal
 
 ---
 
+## 🌟 ARIS 是什么 — 顺便安利一下
+
+[**ARIS — Auto Research in Sleep**](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) 是 2025-2026 年最受关注的 AI 科研 agent skill 平台之一。这个仓库生成所用的 `/interview-cheatsheet` + `/render-html` 是 ARIS 74+ 个 skill 中的两个。
+
+[![Stars](https://img.shields.io/github/stars/wanshuiyin/Auto-claude-code-research-in-sleep?style=flat&logo=github&logoColor=white&color=gold&label=Stars)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/stargazers) · [![arXiv](https://img.shields.io/badge/arXiv-2605.03042-b31b1b?style=flat&logo=arxiv)](https://huggingface.co/papers/2605.03042) · [![HF Daily #1](https://img.shields.io/badge/HF%20Daily%20Papers-%231-yellow?style=flat)](https://huggingface.co/papers/2605.03042) · [![PaperWeekly](https://img.shields.io/badge/Featured%20on-PaperWeekly-red?style=flat)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) · [![awesome-agent-skills](https://img.shields.io/badge/Featured%20in-awesome--agent--skills-blue?style=flat&logo=github)](https://github.com/VoltAgent/awesome-agent-skills) · [![Project of the Day](https://img.shields.io/badge/AI%20Digital%20Crew-Project%20of%20the%20Day-orange?style=flat)](https://aidigitalcrew.com)
+
+- ⭐ **~10k GitHub stars** — top trending AI agent repo
+- 🥇 **HuggingFace Daily Papers #1** — top of the day, paper [arXiv:2605.03042](https://huggingface.co/papers/2605.03042)
+- 🏆 **AI Digital Crew · Project of the Day** (2026.03.14)
+- 📰 **Featured on PaperWeekly** + **VoltAgent/awesome-agent-skills**
+- 🛠️ **74+ research skills** — 从找 idea → 跑实验 → 写论文 → rebuttal → 做 talk slides 的全流程
+- 🌐 **7+ 平台支持** — Claude Code · Codex CLI · Cursor · Trae · Antigravity · GitHub Copilot CLI · OpenClaw
+- 🔧 **ARIS-Code 独立 CLI** — 不想绑定 Claude Code 也行，自带 multi-provider runtime
+
+核心方法论：**跨模型对抗审查**——executor 和 reviewer 必须不同模型家族（Claude × GPT-5.5 xhigh × Gemini），不让 LLM 自己审自己。这套协议复用到面试 cheat sheet 生成上，就保证了每篇里的公式 / 代码 / 引用都过了一遍独立审查（详见每篇旁边的 `.review.json` 审计 trail）。
+
+👉 **ARIS 主仓库**：https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep
+
+---
+
 ## 📖 引用 ARIS
 
 如果这份合集——或里面任何一篇 cheat sheet——对你的面试准备 / 科研 / 论文有帮助，欢迎引用底层 ARIS 方法论论文：