Meme Token Analyzer

Meme 代币财富基因检测系统。输入任意代币名称（如 PEPE、DOGE、$SHIB），基于实时 Web 情绪数据输出四维分析报告与 🌟钻石手/🌙登月/🗑️纸手/💩屎币 评级。支持主流币自动识别（BTC/ETH/SOL），无数据时不幻觉。触发词：meme 分析、代币评级、财富基因、PEPE分析、meme...

Security Scan

The skill's stated purpose (web-sentiment + LLM analysis of meme tokens) is plausible, but its runtime instructions rely on external services (Antalpha MCP, llm-proxy, Tavily) and an agent registration flow without declaring what credentials or secrets are required or who controls those endpoints — this mismatch is concerning and worth manual review before installing.

Purpose & Capability

The capability described (real-time web search + LLM analysis for token sentiment/rating) is coherent with the skill's name and description. It legitimately needs web search and LLM access. However, the SKILL.md references an Antalpha MCP server, llm-proxy, and Tavily API as backends yet the skill declares no required credentials or primary credential — creating a gap between claimed infrastructure and declared requirements.

Instruction Scope

The runtime instructions tell the agent to (a) run an external registration step via an 'antalpha-register' tool to obtain an agent_id and (b) call an MCP tool 'meme-analyze' that will use llm-proxy and Tavily search. Those instructions route user queries and any provided context to external services. The SKILL.md does not document what data is sent to these services, whether agent_id is sensitive, or how API keys / billing/telemetry are handled. This gives the skill broad discretion to transmit user input externally without declared safeguards.

Install Mechanism

There is no install spec and no code files — the skill is instruction-only. That minimizes local disk writes and arbitrary-code install risk. However, being instruction-only increases runtime reliance on external tools/services referenced in the doc (antalpha-register, Meme MCP endpoints).

Credentials

The skill declares no required environment variables or credentials, yet runtime operation clearly depends on service access (MCP server, llm-proxy, Tavily). It requires performing an 'antalpha-register' flow to obtain an agent_id (a credential-like value) but does not declare how it's stored or protected. The absence of declared credentials/API keys and lack of clarity about who controls the external endpoints is disproportionate to the simple analysis task.

Persistence & Privilege

The skill does not request always: true and does not declare persistent system modifications. It appears to operate by calling remote services at runtime; that is normal for an API-backed skill. There is no instruction to modify other skills or system-wide settings.

What to consider before installing

This skill relies on external services (Antalpha MCP, llm-proxy, Tavily) and asks you to register an agent but doesn't declare what credentials or keys are needed or how data is handled. Before installing or invoking it: 1) Verify the maintainer and source repo (the SKILL.md references a GitHub repo but 'Source' is unknown); inspect that repo for real code and license. 2) Ask the maintainer: what data is sent to llm-proxy/Tavily and where are those services hosted? Who controls them and how is telemetry logged? 3) Confirm how agent_id is issued, stored, and revoked; never provide private keys or secrets. 4) Prefer running initial tests with non-sensitive queries to observe where traffic goes, and request documented privacy/billing behavior. If you cannot confirm these points, treat the skill as untrusted for sensitive data.

Meme 代币财富基因检测系统 V2 基于 Antalpha MCP Server，接入 llm-proxy 统一管控，全面替代 Coze 方案

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使用前提

需先完成 Agent 注册（获取 agent_id）：

调用 antalpha-register 工具完成注册，保存 agent_id

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核心能力

• 🔍 实时 Web 搜索：Tavily API，过滤最近 30 天数据，带 AI 摘要
• 🤖 LLM 多维分析：四维分析框架，via llm-proxy 统一计量计费
• 💎 财富基因评级：四档精准评级，Degen 风格毒舌点评
• 🧠 主流币识别：自动检测 BTC/ETH/SOL 等并切换分析视角
• 🚫 无幻觉设计：无数据时明确说明，不编造价格或社区数据

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触发场景

用户说	自动执行
"帮我分析一下 PEPE"	meme-analyze
"DOGE 的财富基因是什么"	meme-analyze
"$SHIB 值得买吗"	meme-analyze
"这个 meme 币怎么样：BONK"	meme-analyze
"BTC 算 meme 吗"	meme-analyze（自动切换价值币视角）

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MCP Tool 说明

meme-analyze

输入参数：

参数	类型	说明
token_name	string	代币名称或符号，如 PEPE、$SHIB、Bitcoin
agent_id	string (UUID)	从 antalpha-register 获取的 Agent ID

输出结构：

{
  "token": "PEPE",
  "is_major_coin": false,
  "major_coin_warning": null,
  "rating": "moonshot",
  "rating_emoji": "🌙",
  "rating_label": "登月",
  "report": {
    "narrative_magic": "叙事魔力分析...",
    "community_hype": "社区炒作能力...",
    "risk_warning": "风险提示..."
  },
  "search_summary": "Tavily AI 摘要...",
  "data_freshness": "ok",
  "sources": ["https://...", "https://..."],
  "disclaimer": "本报告仅供娱乐和教育目的，不构成投资建议。"
}

评级标准：

评级值	Emoji	中文	含义
diamond_hand	🌟	钻石手	顶级叙事 + 强社区 + VC 背书，万倍潜力
moonshot	🌙	登月	有效叙事 + 活跃社区，百倍合理预期
paper_hand	🗑️	纸手	叙事薄弱，高风险
shitcoin	💩	屎币	无叙事无社区，立即远离

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输出示例

🌙 PEPE — 登月

🎯 叙事魔力：PEPE 是互联网最具代表性的 Meme 形象，文化底蕴深厚，叙事自带传播力。
📢 社区炒作：Twitter/X 活跃度极高，持仓地址数量庞大，Degen 文化认同感强。
⚠️ 风险提示：高度投机，价格波动极大，注意仓位控制。

📊 数据新鲜度：✅ 充足

💡 本报告仅供娱乐和教育目的，不构成投资建议。DYOR。

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注意事项

• 分析结果仅供娱乐和教育参考，不构成任何投资建议
• 主流币（BTC/ETH/SOL 等）会自动切换为价值币分析视角
• 冷门代币可能因 Web 数据不足而返回 data_freshness: "no_data"

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技术架构

• 后端：NestJS + Antalpha MCP Server
• LLM：via llm-proxy（统一计量，fast-cheap tier）
• 搜索：Tavily API（30天时间过滤，带 AI 摘要）
• 版本：v2.0.0（完全替代 Coze LangGraph 方案）

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Maintainer: AntalphaAI | License: MIT