The Ultimate Meme Token "Wealth Gene" Detection System
A powerful LangGraph workflow that analyzes Meme tokens with humor and expertise, generating comprehensive wealth gene detection reports using real-time web sentiment, AI-generated prediction images, and multimodal AI analysis.
Edge Case Mastery: Our analyzer doesn't just look at market caps—it scans the deep web for sentiment even on random strings. Whether it's a legendary meme like $PEPE, a major coin like $BTC, or a keyboard smash like qwertyuiop, it delivers intelligent analysis with real data!
- 🔍 Real-Time Web Search: Fetches latest news, social media sentiment, and market trends with 1-month time filter for fresh data
- 🎨 AI Image Generation: Creates "Moonshot" prediction images with cyberpunk aesthetic
- 🧹 Smart Data Cleaning: Condenses search results into LLM-friendly summaries with date freshness validation
- 🤖 Multimodal AI Analysis: Combines text sentiment + visual analysis using vision-language models
- 💎 Wealth Gene Rating: Four-tier rating system with Degen-style humor
- 🧠 Smart Detection: Automatically identifies major coins (BTC/ETH/SOL), handles missing data, and filters irrelevant results
- 📅 Data Freshness Check: Validates search result dates and warns if data is outdated
- 🎯 Edge Case Handling: Gracefully processes random strings, unknown tokens, and obscure names
| Rating | Meaning | Potential |
|---|---|---|
| 🌟 Diamond Hand | Next 10000x coin | Legendary potential |
| 🌙 Moonshot | 100x expected | High growth potential |
| 🗑️ Paper Hand | Likely a rug | High risk |
| 💩 Shitcoin | Stay far away | Avoid |
{
"token_name": "PEPE"
}{
"analysis_report": "Full Markdown analysis with emoji-rich formatting",
"generated_image_url": "https://coze-coding-mockdata.tos-cn-beijing.volces.com/..."
}Input: PEPE
Result: 🌙 Moonshot
Highlights:
- Found real community discussions with recent dates
- Analyzed narrative magic (iconic meme + celebrity triggers)
- Detected viral visual gene potential
- Recommended for degens with risk tolerance
Key Insight: "PEPE has the wealth gene pumping through its digital veins!"
Input: BTC
Result: 🌟 Diamond Hand (with special warning)
Highlights:
- Triggered: Smart detection for non-meme major coin
- Warning: "
⚠️ Detected non-typical Meme, now performing cross-border scan with [Top Value Coin] perspective" - Analyzed as value coin rather than meme token
- Still provided comprehensive analysis
Key Insight: "BTC is not just a currency, it's a legend!"
Input: qwertyuiop (keyboard smash)
Result: 🌙 Moonshot
Highlights:
- ✅ Found real data: 126 unique individuals discussing
- ✅ Real sentiment: 47.37% bullish sentiment detected
- ✅ Activity ranking: 446th in mentions
- ✅ Intelligent analysis: "Unique but underdeveloped narrative"
- ✅ Actionable advice: "If they lean into keyboard meme + cyberpunk anime, could 100x"
Key Insight: "Even a keyboard smash has a story if you know where to look!"
This demonstrates our Edge Case Mastery:
- No fabricated data or hallucinated prices
- Real web scraping capabilities
- Intelligent handling of unknown tokens
- Constructive analysis even for obscure inputs
# $TOKEN Meme Token "Wealth Gene" Detection Report
## 🎯 Narrative Magic Analysis
[Memorability, concept uniqueness, sentiment]
## 📢 Community Hype Ability Prediction
[Community activity, shilling intensity]
## 🎨 Visual Gene Detection
[Visual appeal, viral potential]
## 🏆 Final Verdict: Wealth Gene Rating
[Rating: 🌟/🌙/🗑️/💩]
[Special warnings if applicable]- ✅ Proper Markdown heading hierarchy
- ✅ Rich emoji annotations
- ✅ Mobile-friendly formatting
- ✅ Auto-embedded image URLs
- ✅ Clear visual hierarchy
START
├── search (Web Search, 1m filter) ──> clean_data (Freshness Check) ──┐
└── image_gen (2K Cyberpunk Image) ────────────────────────────────────┤
├─> analysis (Multimodal LLM) ──> END
- Framework: LangGraph (DAG-based workflow)
- LLM: doubao-seed-1-6-vision-250815 (Multimodal)
- Skills:
- web-search (Real-time data)
- image-generation (AI art)
- llm (Vision-language model)
src/
├── graphs/
│ ├── state.py # State definitions
│ ├── graph.py # Main graph orchestration
│ └── nodes/
│ ├── search_node.py # Web search (time_range="1m")
│ ├── image_gen_node.py # Image generation (2K)
│ ├── clean_data_node.py # Data cleaning + freshness check
│ └── analysis_node.py # Multimodal analysis
config/
└── analysis_llm_cfg.json # LLM prompts & config
| Token | Type | Expected Behavior | Status |
|---|---|---|---|
PEPE |
Classic meme | Normal analysis | ✅ PASS |
DOGE |
Major meme | Diamond Hand rating | ✅ PASS |
BTC |
Major coin | Special warning + analysis | ✅ PASS |
ETH |
Major coin | Special warning + analysis | ✅ PASS |
qwertyuiop |
Edge case | Real data + Moonshot | ✅ PASS |
XYZABC123 |
Unknown | Freshness warning + analysis | ✅ PASS |
- Search: ~3-5 seconds
- Image Gen: ~5-8 seconds
- Analysis: ~8-12 seconds
- Total: ~15-25 seconds
The workflow gracefully handles:
✅ Unknown tokens with minimal data ✅ Major cryptocurrencies (BTC/ETH/SOL) with warnings ✅ Random strings and keyboard smashes ✅ Outdated information with freshness warnings ✅ Empty search results without hallucination ✅ Missing publication dates with appropriate notes
- Compare multiple tokens to understand rating differences
- Check date warnings for data freshness validation
- Trust major coin warnings - they're analyzed differently
- Read between the lines - humor often masks real insights
- Use ratings wisely - Diamond Hand > Moonshot > Paper Hand > Shitcoin
See BOT_CONFIG.md for:
- Opening greeting messages
- Suggested commands
- Bot avatar recommendations
- User onboarding tips
AGENTS.md- Technical documentation for developersBOT_CONFIG.md- Bot setup guideREADME.md- This file (user-facing documentation)
This tool is for entertainment and educational purposes only. Not financial advice. Always DYOR (Do Your Own Research) before investing in any cryptocurrency. Meme tokens are highly volatile and risky investments.
Remember: Even Diamond Hands need risk management! 💎
MIT License
From keyboard smashes to moonshots - we analyze them all! 🚀