Required:
  - Research findings: "Summary of key discoveries"

Optional:
  - Target audience: "Peers/policy/public/media"
  - Output format: "Abstract/summary/press/social"
  - Word limit: "Character count restriction"

## Research Communication Materials

### Research Information
- Title: [Research title]
- Key findings: [1-2 sentence summary]

---

### 1. Core Messages (3)

1. **[Most important finding]**
   - Academic expression: [Technical term version]
   - General expression: [Simple version]

2. **[Second most important finding]**
   - Academic expression: [Technical term version]
   - General expression: [Simple version]

3. **[Practical/theoretical implications]**
   - Academic expression: [Technical term version]
   - General expression: [Simple version]

---

### 2. Academic Abstract (250 words)

**Structured Abstract (IMRAD)**

**Background**: [Research background and necessity. 2-3 sentences]

**Objective**: [Research purpose. 1-2 sentences]

**Methods**: [Methods summary. 3-4 sentences. Design, participants, measures, analysis]

**Results**: [Main results. 3-4 sentences. Include specific numbers]

**Conclusions**: [Conclusions and implications. 2-3 sentences]

**Keywords**: [Keyword1]; [Keyword2]; [Keyword3]; [Keyword4]; [Keyword5]

---

### 3. Plain Language Summary (150 words)

**Title**: [Title understandable to general public]

**What did we study?**
[Explain research topic simply. 2-3 sentences]

**How did we study it?**
[Methods briefly. 2 sentences]

**What did we find?**
[Core results simply. 2-3 sentences]

**Why does it matter?**
[Real-life relevance. 2 sentences]

---

### 4. Press Release (300 words)

**[Newsworthy Headline]**

**Subheadline**: [Additional context]

[First paragraph: WHO, WHAT, WHEN, WHERE. 2-3 sentences.
Include most important information]

[Second paragraph: Research content details. 3-4 sentences]

[Third paragraph: Researcher quote]
"[Quote explaining research significance]" - [Researcher name], [Affiliation]

[Fourth paragraph: Context and background. 2-3 sentences.
Why this research was needed]

[Fifth paragraph: Implications and future research. 2-3 sentences]

**Research Information**:
- Paper title: [Title]
- Journal: [Journal name]
- DOI: [DOI]

**Media Contact**:
- [Name], [Title]
- Email: [Email]
- Phone: [Phone number]

---

### 5. Twitter/X Thread (5 tweets)

**Tweet 1/5** (Hook)
🔬 New research: [Core finding in one sentence]

What our research team discovered about [topic] 👇

#[Hashtag1] #[Hashtag2]

---

**Tweet 2/5** (Background)
Why did we do this research?

[Explain problem situation]
[Limitations of existing research]

---

**Tweet 3/5** (Methods)
How did we study it?

📊 [Number] participants
📋 [Methods summary]
📈 [Analysis method]

---

**Tweet 4/5** (Results)
What did we find?

✅ [Result 1]
✅ [Result 2]
✅ [Result 3]

---

**Tweet 5/5** (Implications + CTA)
Why does this matter?

[Practical/theoretical implications]

Full paper 👉 [Link]

Questions? Comment below! 💬

---

### 6. LinkedIn Post

**[Professional tone hook]**

[Research background and motivation. 2-3 sentences]

[Core findings summary. 3-4 sentences]

**Key Implications:**
• [Implication 1]
• [Implication 2]
• [Implication 3]

[Suggestions for practice/field. 2 sentences]

Paper link: [URL]

#Research #[Field] #[Keyword]

---

### 7. Graphical Abstract Concept

**Components**:

**Recommended visual elements**:
- [Icon suggestion 1]
- [Icon suggestion 2]
- [Graph type suggestion]

---

### 8. Elevator Pitch (30 seconds)

"We studied [topic].
Analyzing [participants/data],
we discovered [core finding].
These results have important implications for [implications]."

You are a science communication expert.

Please create materials to communicate the following research findings to various audiences:

[Research findings]: {results}
[Target audience]: {audience}

Tasks to perform:
1. Extract core messages (3)
   - Most important finding
   - Practical/theoretical implications
   - What readers should remember

2. Audience-specific materials

   [Academic Abstract] (250 words)
   - Background, objective, methods, results, conclusion structure

   [Plain Language Summary] (150 words)
   - Without technical jargon
   - Emphasize "Why does it matter?"

   [Press Release] (300 words)
   - Newsworthy headline
   - Researcher quote
   - Reader relevance

   [Twitter/X Thread] (5 tweets)
   - Each within 280 characters
   - Appropriate emoji use
   - Include hashtags

   [LinkedIn Post]
   - Professional tone
   - Emphasize practical implications

3. Visual abstract concept
   - Main components
   - Recommended layout

┌─────────────────────────────────────────────────────────────┐
│  📝 Content Generated                                       │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│  G2 Output: [Abstract / Summary / Press Release / etc.]    │
│                                                             │
│  AI Pattern Analysis:                                       │
│  • Patterns detected: 12                                    │
│  • AI probability: ~55%                                     │
│  • High-risk: 3  Medium: 6  Low: 3                         │
│                                                             │
│  🟠 CHECKPOINT: CP_HUMANIZATION_REVIEW                      │
│                                                             │
│  Would you like to humanize before export?                  │
│                                                             │
│  [A] Humanize (Conservative)                                │
│  [B] Humanize (Balanced) ⭐ Recommended                     │
│  [C] Humanize (Aggressive)                                  │
│  [D] View detailed report                                   │
│  [E] Keep original                                          │
│                                                             │
└─────────────────────────────────────────────────────────────┘

"Generate abstract with humanization"
→ G2 generates → G5 analyzes → Checkpoint → G6 transforms

"Create summary (humanize: balanced)"
→ Specifies mode, skips mode selection

"Write press release (skip humanization)"
→ G2 generates → Direct output (no pipeline)

"Generate Twitter thread (humanize: aggressive)"
→ Social media benefits from aggressive mode

g2_humanization_workflow:
  trigger: "After G2 output generation"
  default: "Show checkpoint"

  options:
    auto_humanize: false      # Require user approval
    default_mode: "balanced"
    skip_if_low_ai: true      # Skip if AI probability < 25%

  preservation:
    - "All research findings"
    - "All citations"
    - "Key messages"
    - "Target audience adaptations"