diff --git a/AGENTS.md b/AGENTS.md
index 9317ef5..1fc160a 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -2,24 +2,60 @@
 
 ## Documentation Style Guide
 
-When writing or updating README.md or any documentation files, follow these rules strictly:
+When writing or updating README.md or any documentation files, follow these rules strictly.
+These rules apply to ALL documentation tasks: new READMEs, updates, rewrites, and doc fixes.
 
-### Structure
+### Critical Rule: Structure Over Prose
 
-- Use structured format with tables, code blocks, and clear headings -- NOT essay-style prose
-- Every section must have bilingual headers: `## 한글 제목 | English Title`
-- Use Markdown tables for feature lists, tool catalogs, comparisons, and specifications
-- Use numbered steps for installation/setup guides
-- Include a Table of Contents if the document exceeds 200 lines
+The single most important rule: **use tables and code blocks, not essays**.
+
+If you catch yourself writing more than 3 consecutive sentences without a table, code block, or heading, STOP and restructure.
+
+**BAD (essay style):**
+```markdown
+## Why This Exists
+
+Most video tools ask for settings before they ask for taste.
+That sounds efficient, but it usually produces generic work.
+People do not think in "pacing_profile" and "camera_language" first.
+They think in references, moods, instincts, and the strange combination
+of things they already love. This project exists to close that gap.
+```
+
+**GOOD (structured style):**
+```markdown
+## 소개 | Introduction
+
+Shorts Engine은 좋아하는 영화, 영상 스타일, 작가 취향에서 출발해
+숏폼 영상 시나리오를 자동으로 만드는 CLI 도구입니다.
+
+Shorts Engine is a CLI tool that starts from your personal taste
+and generates short-form video scenarios automatically.
+```
 
 ### Bilingual (Korean + English)
 
 - Write every section in both Korean and English
 - Korean comes first, English follows immediately after
-- Section headers: `## 한글 | English`
+- Section headers: `## 한글 제목 | English Title`
 - Table content: Korean and English in the same row where practical (e.g., `설명 Description` column)
 - Blockquotes and important notices: Korean line, then English line
 
+**BAD:**
+```markdown
+## What You Need
+- n8n (`localhost:5678`)
+```
+
+**GOOD:**
+```markdown
+## 필요한 환경 | Requirements
+
+| 구성요소 Component | 설명 Description |
+|------------------|-----------------|
+| **n8n** | 워크플로우 엔진 (`localhost:5678`) |
+```
+
 ### Real Examples Required
 
 - Every feature or tool MUST include a concrete usage example
@@ -28,6 +64,56 @@ When writing or updating README.md or any documentation files, follow these rule
 - Use realistic Korean data, not placeholder text
 - Examples should demonstrate end-to-end workflow, not just API signatures
 
+**BAD (no example):**
+```markdown
+### kcsc_search_codes
+코드명 기준으로 빠르게 검색합니다.
+```
+
+**GOOD (with example):**
+```markdown
+### 예시 1: 콘크리트 관련 기준 찾기 | Example 1: Find Concrete Standards
+
+**AI에게 이렇게 말하세요 | Say this:**
+\```
+콘크리트 관련 KCS 기준을 찾아줘
+\```
+
+**AI가 호출하는 도구 | Tool called:**
+\```python
+kcsc_search_codes(keyword="콘크리트", code_type="KCS")
+\```
+
+**결과 예시 | Example result:**
+\```json
+[
+  {"code": "114010", "codeName": "콘크리트 공사 일반"}
+]
+\```
+```
+
+### Section Headers
+
+- NEVER use rhetorical questions as headers
+- NEVER use emoji in headers
+- ALWAYS use bilingual format
+
+**BAD:**
+```markdown
+## 왜 이 저장소가 필요한가
+## ⚡ 30초 요약
+## 🔒 왜 로컬 MCP가 중요한가
+## 🧰 지금 바로 되는 것
+```
+
+**GOOD:**
+```markdown
+## 소개 | Introduction
+## 주요 기능 | Key Features
+## 빠른 시작 가이드 | Quick Start Guide
+## 실전 사용 예시 | Real-World Usage Examples
+```
+
 ### Tone and Format
 
 - Direct and concise -- lead with what something does, not why it exists
@@ -37,31 +123,53 @@ When writing or updating README.md or any documentation files, follow these rule
 - Use **bold** for emphasis sparingly
 - Use tables instead of bullet lists when comparing 3+ items
 
+**BAD (philosophical closing):**
+```markdown
+도구는 완성되는 것이 아니라 성숙해집니다.
+기술은 결국 인간의 사유 반경을 넓혀야 합니다.
+```
+
+**GOOD (factual closing):**
+```markdown
+## 만든 사람 | Author
+
+**22B Labs** (sinmb79)
+
+문의사항이나 기여는 [Issues](https://github.com/sinmb79/repo/issues)를 이용해 주세요.
+```
+
 ### Required Sections for README.md
 
+Every README.md must include these sections in this order:
+
 1. Project title + one-line description (Korean + English)
-2. Badges (License, Python version, framework)
+2. Badges (License, Python/Node version, framework)
 3. Introduction (2-3 sentences max, Korean + English)
-4. Who Is This For (table format)
+4. Who Is This For (table format with target users)
 5. Key Features (tables with tool/feature descriptions)
 6. Quick Start Guide (numbered steps with actual commands)
-7. Real-World Usage Examples (3-5 examples with input/output)
-8. Project Structure (tree diagram)
+7. Real-World Usage Examples (3-5 examples with actual input/output)
+8. Project Structure (tree diagram with bilingual comments)
 9. FAQ or Troubleshooting (if applicable)
-10. Known Limitations
+10. Known Limitations (if applicable)
 11. Disclaimer (if applicable)
 12. License
 13. Author + contact
 
-### What NOT to Do
+### What NOT to Do -- Checklist
 
-- Do NOT write in essay or blog style
-- Do NOT use rhetorical questions as section headers (e.g., "Why is this important?")
-- Do NOT start with philosophy or motivation -- put that in a one-line blockquote if needed
-- Do NOT list features without examples
-- Do NOT use emoji as bullet points or section markers
-- Do NOT write long paragraphs explaining design decisions -- use a table or one-liner instead
-- Do NOT assume the reader knows MCP, HWPX, or domain-specific terms -- explain briefly on first use
+Before submitting any documentation, verify NONE of these appear:
+
+- [ ] Essay or blog-style prose (more than 3 sentences without structure)
+- [ ] Rhetorical questions as section headers ("Why is this important?")
+- [ ] Philosophy or motivation paragraphs (put in a one-line blockquote if needed)
+- [ ] Features listed without concrete examples
+- [ ] Emoji used as bullet points or section markers
+- [ ] Long paragraphs explaining design decisions (use a table or one-liner)
+- [ ] Monolingual content (Korean-only or English-only sections)
+- [ ] Tool/feature names without `code formatting`
+- [ ] Missing "Who Is This For" section
+- [ ] Missing "Real-World Usage Examples" section
 
 ## Code Style
 
@@ -70,3 +178,17 @@ When writing or updating README.md or any documentation files, follow these rule
 - Prefer simple, readable solutions over clever abstractions
 - Write tests for new functionality
 - Keep commits atomic and well-described
+
+## Commit Message Style
+
+```
+docs: README를 국문/영문 병행 실전 가이드로 전면 개편
+
+- 구체적인 변경 사항 1
+- 구체적인 변경 사항 2
+- 구체적인 변경 사항 3
+```
+
+- Use Korean for the commit title when the change is documentation
+- Use bullet points for specific changes
+- Keep the title under 72 characters