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memecoin-scanner

Autonomous memecoin discovery and paper trading system using gmgn.ai, dexscreener.com, and other scanners. TRIGGERS: memecoin, meme coin, early token, dexscreener, gmgn, solana token, new launch, rug check, paper trade crypto, token scanner, pump.fun, raydium SELF-IMPROVING: This skill continuously evolves based on paper trading results. Update this document with new strategies.

Why use this skill?

Discover, analyze, and paper trade Solana memecoins autonomously. Features advanced scanner integration, real-time Telegram updates, and self-improving trade logic.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/rimelucci/reef-memecoin-scanner
Or

What This Skill Does

The memecoin-scanner is an autonomous agentic skill designed for the high-frequency and volatile Solana memecoin ecosystem. It acts as an elite digital analyst that continuously scrapes data from industry-standard platforms like GMGN.ai, DexScreener, pump.fun, and Birdeye. By evaluating liquidity, smart money inflow, and contract safety against a rigorous 70-point scoring system, it filters through thousands of tokens to identify high-probability trading opportunities.

Beyond discovery, the skill functions as a self-improving paper trading engine. It maintains a dedicated, persistent ledger of all simulated trades, cross-referencing outcomes against a evolving strategy database. This enables the agent to learn from market cycles, adjusting its risk tolerance and entry criteria autonomously to improve future accuracy. It also maintains a proactive communication loop with the user, Rick, ensuring that the human lead is always informed of potential moonshots, active portfolio performance, and daily P&L summaries via Telegram.

Installation

To integrate the memecoin-scanner into your OpenClaw environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/rimelucci/reef-memecoin-scanner Ensure your configuration file has the necessary API access keys for the mentioned data aggregators, and verify that your file system permissions allow for writing to references/trading_journal.md and references/strategy_evolution.md.

Use Cases

  • Autonomous Scouting: Leave the agent running to watch for new launches while you are offline, capturing potential early entries.
  • Risk Mitigation: Use the automated rug-check integrations to avoid honeypots and malicious contracts before even considering a trade.
  • Performance Backtesting: Utilize the paper trading system to test new alpha sources without risking capital, refining strategies until they yield consistent gains.
  • Reporting: Keep your investment portfolio transparent with automated, structured, and summarized Telegram updates formatted for quick reading.

Example Prompts

  1. "Analyze the current Solana market and scan for 3 new tokens on pump.fun with at least $15k liquidity and high smart money inflow."
  2. "Review the trading journal from the last 48 hours and identify which of our winning entries had the strongest social signal correlation."
  3. "Summarize the current active paper portfolio and update me on our progress against the $10,000 starting balance."

Tips & Limitations

  • Stay Updated: Always ensure references/strategy_evolution.md is updated. If the agent notices a trend (e.g., volume spikes are currently less reliable than holder distribution), it will reflect this in its performance metrics.
  • Human Oversight: While autonomous, memecoin markets are extremely unpredictable. Regularly review the agent's logic in the logs.
  • API Rates: Be mindful of external API rate limits; if scanning too frequently, consider increasing your subscription tiers on platforms like DexScreener or GMGN.ai.

Metadata

Author@rimelucci
Stars1171
Views0
Updated2026-02-19
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-rimelucci-reef-memecoin-scanner": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#memecoin#solana#trading-bot#paper-trading#crypto
Safety Score: 3/5

Flags: network-access, file-write, file-read, external-api

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