Initial commit: moreminimore-service content pipeline
- 9 mm* skills (orchestrator, article, social, publish, analytics) - 6 dependency skills (content-writer, geo-optimizer, etc.) - 3 analytics scripts (GSC, Google Ads, Meta Ads) - Config template + setup guide - SOUL-MM.md persona extension - OrbitOS integration reference
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Kunthawat Greethong
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skills/mm-article-idea-extract/SKILL.md
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368
skills/mm-article-idea-extract/SKILL.md
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---
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name: mm-article-idea-extract
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description: >
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Data Stage B: Take an article idea, research it thoroughly (vault + internet),
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iterate with the user on focus areas and angles, then produce a complete brief.md.
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Use when: "มีไอเดียบทความ", "article idea", "อยากเขียนเรื่อง", "extract article idea",
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"prepare article topic", "เตรียมหัวข้อเขียนบทความ".
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---
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# Article Idea Extract & Prepare
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Takes an article idea, researches it deeply, iterates with the user, and produces
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a complete article brief ready for the content writer.
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## When This Must Trigger
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- "มีไอเดียบทความ", "article idea", "อยากเขียนเรื่อง"
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- "extract article idea", "prepare article topic"
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- "เตรียมหัวข้อเขียนบทความ", "research ก่อนเขียน"
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- User provides a topic/keyword/concept and wants to write about it
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## Client Onboarding (when adding new client)
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When user selects "ลูกค้าใหม่", run this flow:
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### 1. Collect basic info
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```
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ชื่อลูกค้า: [name]
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URL เว็บไซต์: [url]
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ประเภท: astro / wordpress
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```
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### 2. Browse website → extract contact info
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Fetch the website and extract contact information:
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- **Phone**: look for tel:, phone patterns (0xx-xxx-xxxx)
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- **Email**: look for mailto:, email patterns
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- **LINE**: look for LINE ID (@xxx, line.me links)
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- **Facebook**: look for facebook.com/ links
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- **Address**: look for address patterns, Google Maps links
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- **Website URL**: the main URL
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Save extracted contact to clients-config.json:
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```python
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config_path = os.path.expanduser("~/vault/99_System/clients-config.json")
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config = json.load(open(config_path))
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new_client = {
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"id": client_id,
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"display_name": display_name,
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"contact": {
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"phone": extracted_phone,
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"email": extracted_email,
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"line": extracted_line,
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"facebook_url": extracted_facebook,
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"website_url": website_url,
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"address": extracted_address,
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"cta_text": "" # generate below
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},
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"website": {
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"type": website_type,
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"url": website_url,
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"categories": [],
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"categories_cached_at": None
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},
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"social": { "facebook": {}, "instagram": {}, "x": {} },
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"analytics": {}
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}
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config['clients'].append(new_client)
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json.dump(config, open(config_path, 'w'), indent=2, ensure_ascii=False)
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```
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### 3. Generate CTA text
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Based on extracted contact, generate a default CTA:
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- If LINE: "สอบถามเพิ่มเติม ทัก LINE: @{line_id}"
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- If phone: "ติดต่อ {phone}"
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- If email: "อีเมล {email}"
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- If facebook: "Inbox Facebook: {facebook_url}"
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- Combine available channels
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### 4. Create per-client folders
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```bash
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mkdir -p ~/vault/30_Research/<client-id>
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mkdir -p ~/vault/30_Research/<client-id>/Archive
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mkdir -p ~/vault/60_Articles/<client-id>
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mkdir -p ~/vault/60_Articles/<client-id>/Archive
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```
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### 5. Confirm
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```
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✅ ลูกค้าใหม่: [display_name]
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📞 ติดต่อ: [contact summary]
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💬 CTA: [cta_text]
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📂 Folders created: 30_Research/<id>/ + 60_Articles/<id>/
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```
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## Process
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### Step 1: Receive the idea and determine client
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The user provides an idea in any form:
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- A keyword (e.g., "AI marketing")
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- A concept (e.g., "ทำไมธุรกิจเล็กควรใช้ AI")
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- A question (e.g., "CMS ตัวไหนดีที่สุดสำหรับบล็อก?")
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- A rough topic (e.g., "เขียนเรื่อง WordPress vs Astro")
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First, determine which client this article is for:
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```
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บทความนี้สำหรับลูกค้าไหน?
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1. [client-1] — [display_name]
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2. [client-2] — [display_name]
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...
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N. ลูกค้าใหม่ — เพิ่มข้อมูลลูกค้า
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```
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**If new client selected**: run the Client Onboarding flow (see below).
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Extract the core topic and ask:
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```
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ได้ไอเดีย: [topic]
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ขอถามเพิ่มเติมก่อนเริ่ม research:
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1. กลุ่มเป้าหมายบทความนี้คือใคร?
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2. อยากให้บทความนี้ตอบคำถามอะไร?
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3. มีมุมมองเฉพาะที่อยากเน้นไหม?
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4. โทน: ทางการ / casual / technical / beginner-friendly?
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```
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### Step 2: Vault Research (existing knowledge)
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Search the vault for related content. Search BOTH client-specific and general:
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1. **Search 30_Research/<client-id>/** for client's research notes
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2. **Search 30_Research/general/** for general research notes
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3. **Search 30_Research/** for any other relevant research
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4. **Search 60_Articles/<client-id>/** for existing articles (avoid duplication)
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Present findings:
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```
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📚 ข้อมูลที่มีอยู่แล้วใน vault:
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Research:
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- [[Related Research 1]] — 30_Research/...
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- [[Related Research 2]] — 30_Research/...
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Wiki Concepts:
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- [[Concept 1]] — brief summary
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- [[Concept 2]] — brief summary
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บทความที่มีแล้ว (หลีกเลี่ยงซ้ำ):
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- [[Existing Article]] — เขียนเมื่อ YYYY-MM-DD
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ข้อมูลที่ขาด: [what's missing that we need to research]
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```
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### Step 3: Internet Research
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Search the internet for current information:
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1. **Web search** the topic in Thai and English
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2. **Find statistics** — recent data, studies, surveys
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3. **Find examples** — case studies, real-world applications
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4. **Find expert opinions** — quotes, interviews, articles
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5. **SERP analysis** — what currently ranks for this topic
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6. **Trends** — is this topic trending? Any recent developments?
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Organize findings by category:
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```
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🌐 Internet Research Results:
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สถิติ/ข้อมูล:
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- [stat 1] — source: [url]
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- [stat 2] — source: [url]
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ตัวอย่าง/Case Studies:
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- [example 1]
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- [example 2]
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มุมมองผู้เชี่ยวชาญ:
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- [expert quote] — [who], [source]
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SERP Analysis (Top 5 สำหรับ "[keyword]"):
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1. [title] — [url] — ครอบคลุม: [what they cover]
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2. ...
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สิ่งที่ขาดในบทความที่มีอยู่: [content gap opportunity]
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```
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### Step 4: Present and iterate on angles
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Combine vault + internet research, present to user:
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```
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📊 สรุปข้อมูลทั้งหมด:
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หัวข้อ: [topic]
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กลุ่มเป้าหมาย: [audience]
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มุมที่น่าเขียน:
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1. [Angle A] — [why this angle works]
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2. [Angle B] — [why this angle works]
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3. [Angle C] — [why this angle works]
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เลือกมุมที่ต้องการ (หรือเสนอเพิ่ม):
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```
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After user selects, ask:
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```
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มุมที่เลือก: [selected angle]
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ต้องการเพิ่มประเด็นไหนอีกไหม?
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- ประเด็นที่อยากเน้นเป็นพิเศษ?
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- ข้อมูลที่อยากให้มีในบทความ?
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- คำถามที่อยากให้บทความตอบ?
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```
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### Step 5: Deep research on selected angle
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Based on the selected angle, do targeted research:
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1. Search for more specific information on the angle
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2. Find supporting data for each key point
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3. Look for counter-arguments to address
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4. Find visual素材 opportunities (charts, diagrams, screenshots)
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### Step 6: Iterate until complete
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Loop Steps 4-5 until:
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- User says "พอแล้ว" / "complete" / "ready"
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- No more angles to explore
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- Sufficient data collected
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Present final summary:
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```
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📋 Final Research Summary:
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หัวข้อ: [topic]
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มุม: [angle]
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กลุ่มเป้าหมาย: [audience]
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โทน: [tone]
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ประเด็นที่จะเขียน:
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1. [Point 1] — supported by [data]
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2. [Point 2] — supported by [data]
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3. [Point 3] — supported by [data]
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ข้อมูลสนับสนุน:
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- [stat/data 1] — source: [url]
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- [stat/data 2] — source: [url]
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Outline ที่แนะนำ:
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H1: [Title]
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H2: [Section 1]
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H2: [Section 2]
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H2: [Section 3]
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H2: FAQ
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สร้าง brief.md เลยไหม?
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```
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### Step 7: Create brief.md
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Create the article brief at:
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```
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~/vault/60_Articles/<client-id>/YYYY-MM-DD-<slug>/brief.md
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```
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```markdown
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---
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type: brief
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status: ready
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created: YYYY-MM-DD
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related_client: "<client-id>"
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source_research: ""
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source_path: ""
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related_vault_notes:
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- "[[Note 1]]"
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- "[[Note 2]]"
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---
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# Article Brief: [Topic]
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## Source
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- Research: Internet + Vault synthesis
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- Related notes: [[Note 1]], [[Note 2]]
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## Target
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- Audience: [who]
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- Tone: [formal/casual/technical]
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- Length: [target word count]
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- SEO Keyword: [primary keyword]
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## Key Angles
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1. [Angle 1]
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2. [Angle 2]
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3. [Angle 3]
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## Outline
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### H1: [Proposed title]
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### H2: [Section 1]
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- [Key point] — supported by: [data source]
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### H2: [Section 2]
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- [Key point] — supported by: [data source]
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### H2: [Section 3]
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- [Key point] — supported by: [data source]
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### H2: FAQ
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- [Question 1]
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- [Question 2]
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## Research Data
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### Statistics
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- [stat 1] — source: [url]
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- [stat 2] — source: [url]
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### Expert Quotes
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- "[quote]" — [who], [source]
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### Examples/Case Studies
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- [example 1]
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### SERP Gaps
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- [what competitors miss that we can cover]
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## Related Content
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- [[Related Note 1]]
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- [[Related Note 2]]
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## Content Requirements
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- Featured image: [description]
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- Inline images: [list with descriptions]
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- FAQ section: yes
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- Schema markup: Article/BlogPosting + FAQPage
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```
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### Step 8: Confirm
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```
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✅ Brief created: ~/vault/60_Articles/YYYY-MM-DD-slug/brief.md
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✅ Ready for content writing
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ถัดไป: โหลด content-writer-mm skill เพื่อเริ่มเขียนบทความ
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```
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## Output
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- `~/vault/60_Articles/<client-id>/<date>-<slug>/brief.md` — Article brief ready for mm-content-writer
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## Notes
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- This skill does NOT create the article — it only prepares the brief
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- The brief is the contract between Data Stage and Content Stage
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- Internet research is mandatory — don't rely only on vault content
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- Always check `60_Articles/<client-id>/` for existing articles to avoid duplication
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- Save research notes to `30_Research/<client-id>/` if the research is substantial enough
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(use orbites-parse-knowledge skill for that)
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Reference in New Issue
Block a user