Score any pump.fun token CA for snipe safety (0-100) before buying. Analyzes dev wallet history, social links, liquidity, and holder concentration. Returns SNIPE / CAUTION / AVOID verdict with detailed signal breakdown. Use when the user wants to snipe a new token, check if a pump.fun token is safe, score a new launch, detect rug potential, or analyze a fresh CA before buying. Keywords: pump.fun snipe, rug check, new token score, CA analysis, safe to buy.
Scanned 9/7/2026
Install to Claude Code
npx -y skills add jiayaoqijia/cryptoskill --skill pumpfun-sniper --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: pumpfun-sniper
description: |
Score any pump.fun token CA for snipe safety (0-100) before buying.
Analyzes dev wallet history, social links, liquidity, and holder concentration.
Returns SNIPE / CAUTION / AVOID verdict with detailed signal breakdown.
Use when the user wants to snipe a new token, check if a pump.fun token is safe,
score a new launch, detect rug potential, or analyze a fresh CA before buying.
Keywords: pump.fun snipe, rug check, new token score, CA analysis, safe to buy.
metadata:
openclaw:
requires:
bins: ["python3"]
env: ["HELIUS_API_KEY"]
---
# pump.fun Sniper Scorer
Score any Solana token CA for snipe safety before you buy.
Returns a 0–100 score with verdict: **SNIPE** / **CAUTION** / **AVOID**.
## Paid API (Recommended)
Hosted endpoint — $0.05 USDC per request via x402 on Base chain:
```bash
# Check payment requirements
npx awal@latest x402 details https://pumpfun-sniper-production.up.railway.app/score?ca=TOKEN_CA
# Score a token (auto-pays)
npx awal@latest x402 pay "https://pumpfun-sniper-production.up.railway.app/score?ca=TOKEN_CA"
```
## What Gets Scored
| Category | Weight | What it checks |
|----------|--------|----------------|
| Dev Wallet | 30 pts | SOL balance, number of prior launches |
| Social Links | 20 pts | Twitter, Telegram, website, description |
| Liquidity | 25 pts | Liquidity USD, buy/sell ratio, volume |
| Concentration | 25 pts | Top 5 holder %, dev wallet holdings |
## Verdict Guide
| Score | Verdict | Meaning |
|-------|---------|---------|
| 70–100 | 🎯 SNIPE | Low rug signals, worth considering |
| 45–69 | ⚠️ CAUTION | Mixed signals, use small size |
| 0–44 | 🚨 AVOID | High rug risk, stay away |
## API Response
```json
{
"ca": "TokenCA...",
"score": 74,
"verdict": "SNIPE",
"token": {
"symbol": "PEPE",
"name": "Pepe Coin",
"price_usd": "0.0000123",
"liquidity_usd": 45000,
"market_cap": 180000,
"twitter": "https://twitter.com/pepecoin",
"telegram": "https://t.me/pepecoin"
},
"breakdown": {
"dev_wallet": {"score": 22, "max": 30},
"social": {"score": 18, "max": 20},
"liquidity": {"score": 20, "max": 25},
"concentration": {"score": 14, "max": 25}
},
"signals": [
"✅ Dev has significant SOL (12.5 SOL)",
"✅ Token: $PEPE — Pepe Coin",
"✅ Has description",
"✅ Twitter: https://twitter.com/pepecoin",
"✅ Strong liquidity: $45,000",
"✅ Strong buy pressure: 45B / 12S (5m)",
"⚠️ Top 5 hold 38.2%"
]
}
```
## Agent Usage
```bash
# Self-hosted (requires HELIUS_API_KEY for best results)
python3 {baseDir}/scripts/scorer.py <TOKEN_CA>
```
Always use `--json` / the API endpoint for agent use.
Scoring takes 10–20 seconds due to multiple on-chain lookups.
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