meme-scout

meme-scout is a skill for Claude Code, Codex from kukapay/crypto-skills. It costs 69 tokens per session (781 once invoked), scanned A, original, MIT.

A guide for finding and assessing trending meme coins on decentralized exchanges, where people trade tokens without a traditional central exchange. It uses DexScreener data across several time periods.

In plain words
What is it for?
Use it to find trending tokens over 5-minute, 1-hour, 6-hour, or 24-hour periods, inspect token and trading-pair details, compare market activity, and check risks for specific tokens.
Why use it?
It helps narrow a large list of tokens by showing recent price changes, trading volume, liquidity, and available risk checks. This gives you a structured starting point for investigating highly speculative coins.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to find trending tokens over 5-minute, 1-hour, 6-hour, or 24-hour periods, inspect token and trading-pair details, compare market activity, and check risks for specific tokens.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kukapay/crypto-skills/meme-scout
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add kukapay/crypto-skills --skill meme-scout
Clone the repo
git clone --depth 1 https://github.com/kukapay/crypto-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for meme-scout

README.md
[![agentmods](https://agentmods.dev/badge/skills/kukapay/crypto-skills/meme-scout/github.svg)](https://agentmods.dev/skills/kukapay/crypto-skills/meme-scout)
Your own site
<a href="https://agentmods.dev/skills/kukapay/crypto-skills/meme-scout"><img src="https://agentmods.dev/badge/skills/kukapay/crypto-skills/meme-scout/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for meme-scout

Your own site · 80×15
<a href="https://agentmods.dev/skills/kukapay/crypto-skills/meme-scout"><img src="https://agentmods.dev/badge/skills/kukapay/crypto-skills/meme-scout.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 781 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00069 $0.00781
Opus 5 $0.00034 $0.00391
Sonnet 5 $0.00014 $0.00156
Haiku 4.5 $0.00007 $0.00078

Measured 11d ago against content hash 595e15ce5676, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

meme-scout scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/check-risk.sh, scripts/fetch-trending.js), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

1. Use curl to fetch the HTML from the appropriate URL
skills/meme-scout/SKILL.md · 69 lines

How it starts

The opening of the file, as written. The whole thing — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Meme Scout

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

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

Read the full file on GitHub · 69 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 69 lines · 69 tokens per session scan A 595e15ce5676

Subscribe to this mod's changes

meme-scout is a skill published in the GitHub repository kukapay/crypto-skills (36 stars, last pushed 4mo ago), licensed MIT. It adds 69 tokens to every session and 781 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.