meme-scout

SKILL.md

Meme Scout

This skill provides workflows for finding and analyzing trending meme coins on decentralized exchanges.

Trending Tokens Discovery

Timeframes Available

How to Fetch Trending Data

  1. Use curl to fetch the HTML from the appropriate URL
  2. Extract the __SERVER_DATA from the script tag using sed
  3. Parse the JSON with Node.js VM to get the pairs array
  4. Each pair contains: baseToken (name, symbol, address), priceUsd, priceChange (m5, h1, h6, h24), volume, liquidity, etc.

Example command for top 10 trending:

curl -s "https://dexscreener.com/?rankBy=trendingScoreH24&order=desc" | sed -n 's/.*window\.__SERVER_DATA\s*=\s*\(.*\);.*/\1/p' | node -e "
const fs = require('fs');
const input = fs.readFileSync(0, 'utf-8').trim();
const code = 'data = ' + input;
const vm = require('vm');
const sandbox = {data: null, URL: URL, Date: Date, undefined: undefined};
vm.runInNewContext(code, sandbox);
const pairs = sandbox.data.route.data.dexScreenerData.pairs.slice(0,10);
pairs.forEach(p => console.log(\`\${p.baseToken.name} | \${p.chainId} | $\${p.priceUsd} | \${p.priceChange.h24}% | \${p.baseToken.address}\`));
"

Risk Assessment for Specific Tokens

Steps to Check Risk

  1. DexScreener Audit: Visit the pair page (https://dexscreener.com/{chainId}/{pairAddress}) and check the "Audit" section
  2. RugCheck.xyz: For Solana tokens, use https://rugcheck.xyz/tokens/{tokenAddress}
  3. On-chain Analysis: Check creator wallet, liquidity locks, token distribution
  4. General Red Flags: Anonymous teams, Pump.fun origin, extreme volatility, no utility

Risk Levels

  • Low: Verified team, audited contracts, locked liquidity
  • Medium: Some transparency, basic audit, moderate volatility
  • High: Anonymous creator, no locks, Pump.fun token, high volatility
  • Extreme: Recent creation, suspicious patterns, social hype without substance

References

See references/ for detailed guides:

Scripts

  • scripts/fetch-trending.js: Node.js script for fetching trending data
  • scripts/check-risk.sh: Bash script for basic risk checks ./skills/meme-scout/SKILL.md
Weekly Installs
60
GitHub Stars
12
First Seen
Jan 29, 2026
Installed on
gemini-cli47
codex47
opencode46
github-copilot44
amp43
kimi-cli43