prism-scanner

AI & LLMs
v1.1.2
Benign

Instant rug pull detection for any token.

11.7K downloads1.7K installsby @nextfrontierbuilds

Setup & Installation

Install command

clawhub install nextfrontierbuilds/prism-scanner

If the CLI is not installed:

Install command

npx clawhub@latest install nextfrontierbuilds/prism-scanner

Or install with OpenClaw CLI:

Install command

openclaw skills install nextfrontierbuilds/prism-scanner

or paste the repo link into your assistant's chat

Install command

https://github.com/openclaw/skills/tree/main/skills/nextfrontierbuilds/prism-scanner

What This Skill Does

Scans crypto tokens for rug pull indicators across Solana and EVM chains. Checks holder concentration, liquidity lock status, honeypot patterns, contract verification, and copycat similarity against known scams. Returns a 0-100 risk score with per-check breakdowns.

Aggregates holder data, liquidity status, and contract analysis into one risk score instead of manually checking multiple block explorers.

When to Use It

  • Check a new memecoin before buying
  • Verify liquidity is locked on an unfamiliar token
  • Detect copycat tokens mimicking popular projects
  • Run automated safety checks inside a trading bot
  • Review holder distribution of an unknown contract address
View original SKILL.md file
# Token Rug Checker

**DYOR before you ape.** Instant rug pull detection for any crypto token.

Scans holder concentration, liquidity locks, contract honeypots, and copycat scams. Works with Solana and EVM chains. Powered by Strykr PRISM.

## Quick Usage

```bash
# Scan by symbol
./scan.sh PEPE

# Scan by contract address
./scan.sh 0x6982508145454Ce325dDbE47a25d4ec3d2311933

# Get JSON output
./scan.sh PEPE --json
```

## What It Checks

| Check | Endpoint | Risk Factor |
|-------|----------|-------------|
| Copycat/Scam | `/analyze/copycat` | High |
| Holder Concentration | `/analytics/holders` | Medium |
| Liquidity Status | `/analyze` | High |
| Contract Verification | `/analyze` | Medium |
| Token Age | `/analyze` | Low |
| Rebrand History | `/analyze/rebrand` | Info |

## Risk Score Calculation

```
0-25:   ✅ Lower Risk (Green)
26-50:  ⚠️ Medium Risk (Yellow)
51-75:  🔶 Higher Risk (Orange)
76-100: 🚨 High Risk (Red)
```

### Scoring Breakdown

| Factor | Max Points | Trigger |
|--------|------------|---------|
| Copycat detected | 30 | Similarity > 70% to known scam |
| Honeypot pattern | 25 | Buy/sell tax anomaly |
| Holder concentration | 25 | Top 10 wallets > 60% |
| Unlocked liquidity | 20 | LP not locked |
| Unverified contract | 15 | Not verified on explorer |
| New token (<7 days) | 10 | Recently launched |
| Low liquidity | 10 | < $10K liquidity |

## Output Format

```
🛡️ PRISM Token Scan: PEPE

Contract: 0x6982508...2311933
Chain: Ethereum

━━━━━━━━━━━━━━━━━━━━━━━━━━━━

RISK SCORE: 35/100
████████░░░░░░░░░░░░ Lower Risk

━━━━━━━━━━━━━━━━━━━━━━━━━━━━

CHECKS:
✅ No copycat detected
✅ Contract verified on Etherscan
✅ Liquidity locked (12 months)
⚠️ Top 10 wallets hold 42% of supply
✅ Token age: 8 months
✅ Normal buy/sell taxes (0%/0%)

━━━━━━━━━━━━━━━━━━━━━━━━━━━━

HOLDER DISTRIBUTION:
• Top holder: 3.2%
• Top 10: 42%
• Top 100: 68%

━━━━━━━━━━━━━━━━━━━━━━━━━━━━

⚠️ DYOR - This is not financial advice
```

## API Endpoints Used

```bash
# 1. Resolve token to canonical form
GET /resolve/{symbol_or_address}

# 2. Get general analysis
GET /analyze/{symbol}

# 3. Check for copycat/scam
GET /analyze/copycat/{symbol}

# 4. Get holder distribution
GET /analytics/holders/{contract}

# 5. Check rebrand history
GET /analyze/rebrand/{symbol}
```

## Integration Examples

### Telegram Bot
```
User: /scan PEPE
Bot: 🛡️ Scanning PEPE...
     
     Risk Score: 35/100 (Lower Risk)
     
     ✅ No copycat detected
     ✅ Liquidity locked
     ⚠️ Top 10 hold 42%
     
     [Full Report] [Share]
```

### Discord Bot
```
!scan 0x6982508...
```

### Web App
```javascript
const result = await prismScan('PEPE');
// { score: 35, checks: [...], holders: {...} }
```

## Environment Variables

```bash
PRISM_URL=https://strykr-prism.up.railway.app
PRISM_API_KEY=your-api-key  # Optional
```

---

Built by [@NextXFrontier](https://x.com/NextXFrontier)

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Check a new memecoin before buying

AGENT
  1. 1Check a new memecoin before buying
  2. 2Verify liquidity is locked on an unfamiliar token
  3. 3Detect copycat tokens mimicking popular projects
  4. 4Run automated safety checks inside a trading bot
  5. 5Review holder distribution of an unknown contract address
OUTPUT
Instant rug pull detection for any token.

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Security Audits

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Details

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Last updatedFeb 27, 2026