Methodalgo Market Intel Explorer Skill
Part 1 — Installing the Skill
Choose one of the following methods to install this skill into your AI agent:
Option A — ClawHub (Recommended)
clawhub install methodalgo-market-intel-explorer
🔗 https://clawhub.ai/methodalgo/methodalgo-market-intel-explorer
Option B — GitHub Clone
git clone https://github.com/methodalgo/methodalgo-market-intel-explorer.git
Then point your AI agent (e.g. Claude, Cursor, Antigravity) to the cloned folder and instruct it to read
SKILL.md to activate.
Part 2 — Installing the CLI & Authentication
This skill relies on the methodalgo-cli, an open-source npm package (npmjs.com/package/methodalgo-cli), to fetch market data.
1. Install CLI
CODEBLOCK2
2. Authentication (Required)
The CLI supports two authentication methods.
The CLI will prioritize the environment variable over the local config.
Method A: Environment Variable (Recommended for AI Agents)
Set the following environment variable in your system or IDE:
- -
METHODALGO_API_KEY: Your Methodalgo API key.
Method B: Local CLI Login (Classic)
Run the following command and enter your key when prompted:
CODEBLOCK3
Apply for a key at: https://account.methodalgo.com/account/api-keys
- - The key is stored locally on your machine after login; it is never transmitted outside of Methodalgo's own API.
Verify the installation:
CODEBLOCK4
3. Troubleshooting & Common Errors
If you encounter errors, check the following:
| Error Message | Solution |
|---|
| Authentication Required | Run methodalgo login or set METHODALGO_API_KEY environment variable. |
| Command Not Found |
Ensure
methodalgo-cli is installed:
npm install -g methodalgo-cli. |
|
Network Timeout | Ensure your network can access
methodalgo.com. |
|
Outdated Results | Update the CLI:
methodalgo update. |
📚 References (LLM Recommended Reading)
To execute tasks more accurately, it is recommended to refer to the following documents before handling complex queries:
- - Signal Channels Detailed Reference: Detailed explanation of the trigger mechanisms, timeframes, and
details field meanings for various signal channels (Breakout, Exhaustion, Golden Pit, etc.). - AI Prompts Guide: Provides prompt templates for scenarios such as "Daily Market Overview" and "Specific Coin Deep Scan".
- Data Output Samples: Shows real JSON response structures for news, signals, and snapshot commands to facilitate parsing logic.
Usage
Invoke the methodalgo CLI directly; the --json flag is mandatory to obtain structured data:
CODEBLOCK5
📸 Snapshot Command
CODEBLOCK6
Parameter Description
| Parameter | Description | Example |
|---|
| INLINECODE12 | Trading pair symbol (Required) | INLINECODE13 (Spot) / SOLUSDT.P (Perpetual) |
| INLINECODE15 |
Timeframe (Optional, default: 60) |
15 /
30 /
60 /
240 /
D /
W /
M |
|
--url | Forces a URL link to be returned instead of a binary stream |
--url |
|
--buffer | Outputs the raw binary image stream (suitable for direct programmatic processing) |
--buffer |
|
--json | Outputs structured JSON data |
--json |
Output Structure
CODEBLOCK7
📰 News Command
CODEBLOCK8
Available Types
| Type | Description |
|---|
| INLINECODE29 | Deep crypto market news and analysis (includes summaries and AI analysis) |
| INLINECODE30 |
Real-time breaking news flashes |
|
onchain | Monitoring for on-chain data anomalies |
|
report | Institutional research reports |
Optional Parameters
| Parameter | Description | Example |
|---|
| INLINECODE33 | News type (Required) | INLINECODE34 |
| INLINECODE35 |
Limit on the number of results, up to 500 |
--limit 10 |
|
--language | Language
zh /
en |
--language zh |
|
--search | Search for keywords in titles |
--search 'Bitcoin' |
|
--start-date | Start date |
--start-date 2026-03-20 |
|
--end-date | End date |
--end-date 2026-03-30 |
Output Structure
CODEBLOCK9
The article type usually includes excerpt, analysis, and url; breaking, onchain, and report types typically do not have an excerpt. It is recommended to fetch a sufficient quantity of news items, such as 50-100, to ensure adequate time coverage.
📡 Signals Command
CODEBLOCK10
Channels
| Channel | Description | Update Frequency |
|---|
| INLINECODE55 | High Timeframe Breakout (1D/3D), 100-candle rolling window | Medium |
| INLINECODE56 |
Medium Timeframe Breakout (1H/4H), 100-candle rolling window | High |
|
breakout-24h | 24-hour rolling window breakout detection | Ultra-high |
|
liquidation | Real-time alerts for large liquidation orders | Real-time |
|
exhaustion-seller | Seller exhaustion reversal signal (Liquidation Heatmap, inventory <10%/<5%) | Low/Medium |
|
exhaustion-buyer | Buyer exhaustion reversal signal (Liquidation Heatmap, inventory <10%/<5%) | Low/Medium |
|
golden-pit-mtf | Golden Pit signal (30m/1h/4h) - Bull=recovery after dip, Bear=drop after bounce | Medium |
|
golden-pit-ltf | Golden Pit signal (5m/15m) - Bull=recovery after dip, Bear=drop after bounce | High |
|
token-unlock | Token unlock events, including unlock time, fundamentals, volume, etc. | Daily |
|
etf-tracker | Daily BTC/ETH/SOL/XRP ETF fund inflows and outflows | Daily |
|
market-today | Altcoin Season Index + Fear & Greed Index | Daily |
Standard Output Structure
Standard Signal Channels (breakout / liquidation / exhaustion / golden-pit / etf-tracker / market-today):
CODEBLOCK11
details Structure Enumeration for Standard Channels:
- 1.
breakout-* series (Detecting breakout trading opportunities)
{
"Symbol": "NIGHTUSDT.P", "TimeFrame": "1h", "Type": "DOWN / UP",
"BreakPrice": "0.04284", "Exchange": "BINANCE"
}
- 2.
liquidation (Detecting large liquidation/blow-off orders)
{
"Symbol": "ZECUSDT.P", "Side": "🔴 SHORT / 🟢 LONG", "Quantity": "88.245",
"Average Price": "$227.43", "Liquidation Price": "$229.70", "Position Total": "$20069"
}
- 3.
exhaustion-* series (Buyer or seller exhaustion, potential trend reversal)
{
"Type": "Early Reversal", "Timeframe": "30m", "Exhaustion Side": "SELLER / BUYER",
"Safety": "...", "Tip": "...", "Exchange": "Binance"
}
- 4.
golden-pit-* series (Re-entry opportunities in Smart Cloud patterns)
{
"Pattern": "Pull then Push", "Safety": "Wait 6-10 bars to develop..."
}
- 5.
etf-tracker (ETF fund flow broadcast)
{
"Net Inflow": "$0K", "7 Days Avg.": "$663.0K"
}
- 6.
market-today (Market sentiment, including Season Index and Fear & Greed Index)
CODEBLOCK17
token-unlock Channel Structure
token-unlock channel (Unique data structure with a
signals array at the top level):
CODEBLOCK18
📅 Calendar Command
CODEBLOCK19
Parameter Description
| Parameter | Description | Example |
|---|
| INLINECODE76 | (Required) Comma-separated ISO country codes | INLINECODE77 |
| INLINECODE78 |
Start date (Default: 2 days ago) |
--from 2026-03-20 |
|
--to | End date (Default: 2 days later) |
--to 2026-03-30 |
|
--json | Outputs structured JSON data |
--json |
Output Structure
CODEBLOCK20
🎯 Scenario Quick Look
| User Intent | Command |
|---|
| Check latest news affecting market sentiment | INLINECODE84 |
| Check crypto industry news |
methodalgo news --type article --limit 100 --json |
| Search news for a specific symbol |
methodalgo news --type article --search 'Bitcoin' --limit 5 --json |
| Check breakout signals |
methodalgo signals breakout-mtf --limit 10 --json |
| Check token unlocks |
methodalgo signals token-unlock --limit 1 --json |
| Check ETF fund flows |
methodalgo signals etf-tracker --limit 10 --json |
| Check global market sentiment |
methodalgo signals market-today --limit 5 --json |
| Check liquidation events |
methodalgo signals liquidation --limit 10 --json |
| Check Golden Pit signals |
methodalgo signals golden-pit-mtf --limit 10 --json |
| Check macroeconomic data (US) |
methodalgo calendar --countries US --json |
| Check upcoming macro events |
methodalgo calendar --countries US,EU,CN --from 2026-04-01 --json |
| Get chart snapshots |
methodalgo snapshot BTCUSDT.P 60 --url --json |
| Incremental fetch for more signals (except token-unlock) |
methodalgo signals <channel> --limit 100 --after "msgId" --json |
Important Notes
- 1. Output Format: Output is pure JSON; simply use
JSON.parse. - Two-Phase Fetch Strategy:
- Phase 1 (Snapshot): Fetch 5 items to make a preliminary trend assessment.
- Phase 2 (Deep Dive): Perform incremental fetches based on specific IDs or keywords (
--after /
--search).
- 3. Data Volume Limits:
--limit controls the amount of data. News: max 500 items; Signals: max 600 items. - Language Handling: For news data, prioritize
title.zh / excerpt.zh / analysis.zh fields for Chinese content (if requested). - Structural Inconsistency Alert:
token-unlock returns an object (containing a signals array), while other channels return an array. The AI must determine processing logic based on the channel. - Snapshot Screenshots:
snapshot returns image links via --url by default. Please access the visualized market charts through these links. - Authentication Failure: If commands fail with 401/403 errors, verify your API key at https://account.methodalgo.com/account/api-keys and re-run
methodalgo login.
Github: https://github.com/methodalgo/methodalgo-market-intel-explorer
ClawHub: https://clawhub.ai/methodalgo/methodalgo-market-intel-explorer
Methodalgo 市场情报探索技能
第1部分 — 安装技能
选择以下方法之一将此技能安装到您的AI代理中：
选项A — ClawHub（推荐）
bash
clawhub install methodalgo-market-intel-explorer
🔗 https://clawhub.ai/methodalgo/methodalgo-market-intel-explorer
选项B — GitHub克隆
bash
git clone https://github.com/methodalgo/methodalgo-market-intel-explorer.git
然后将您的AI代理（例如Claude、Cursor、Antigravity）指向克隆的文件夹，并指示其读取SKILL.md以激活。
第2部分 — 安装CLI与身份验证
此技能依赖methodalgo-cli（一个开源npm包，npmjs.com/package/methodalgo-cli）来获取市场数据。
1. 安装CLI
bash
npm install -g methodalgo-cli
2. 身份验证（必需）
CLI支持两种身份验证方法。
CLI将优先使用环境变量，而非本地配置。
方法A：环境变量（推荐用于AI代理）
在您的系统或IDE中设置以下环境变量：
- - METHODALGOAPIKEY：您的Methodalgo API密钥。
方法B：本地CLI登录（经典方式）
运行以下命令，并在提示时输入您的密钥：
bash
methodalgo login
在以下地址申请密钥：https://account.methodalgo.com/account/api-keys
- - 登录后，密钥将存储在您机器的本地；它永远不会被传输到Methodalgo自有API之外。
验证安装：
bash
methodalgo --version
3. 故障排除与常见错误
如果遇到错误，请检查以下内容：
| 错误消息 | 解决方案 |
|---|
| 需要身份验证 | 运行methodalgo login或设置METHODALGOAPIKEY环境变量。 |
| 命令未找到 |
确保已安装methodalgo-cli：npm install -g methodalgo-cli。 |
|
网络超时 | 确保您的网络可以访问methodalgo.com。 |
|
结果过时 | 更新CLI：methodalgo update。 |
📚 参考资料（LLM推荐阅读）
为了更准确地执行任务，建议在处理复杂查询前参考以下文档：
- - 信号通道详细参考：详细解释各种信号通道（突破、衰竭、黄金坑等）的触发机制、时间周期和details字段含义。
- AI提示词指南：提供每日市场概览和特定币种深度扫描等场景的提示词模板。
- 数据输出样本：展示新闻、信号和快照命令的真实JSON响应结构，便于解析逻辑。
使用方法
直接调用methodalgo CLI；--json标志是必需的，以获取结构化数据：
bash
新闻
methodalgo news --type
--limit --json
信号
methodalgo signals --limit --json
快照
methodalgo snapshot [tf] --url --json
日历
methodalgo calendar --countries [options] --json
📸 快照命令
bash
methodalgo snapshot [tf] --url --json
参数说明
| 参数 | 描述 | 示例 |
|---|
| symbol | 交易对符号（必需） | SOLUSDT（现货）/ SOLUSDT.P（永续合约） |
| tf |
时间周期（可选，默认：60） | 15 / 30 / 60 / 240 / D / W / M |
| --url | 强制返回URL链接而非二进制流 | --url |
| --buffer | 输出原始二进制图像流（适合直接程序化处理） | --buffer |
| --json | 输出结构化JSON数据 | --json |
输出结构
json
{
symbol: SOLUSDT.P,
tf: 60,
url: https://m.methodalgo.com/tmp/xxx.webp,
timestamp: 1774899516784
}
📰 新闻命令
bash
methodalgo news --type --limit --json
可用类型
| 类型 | 描述 |
|---|
| article | 深度加密市场新闻与分析（包含摘要和AI分析） |
| breaking |
实时突发新闻快讯 |
| onchain | 链上数据异常监控 |
| report | 机构研究报告 |
可选参数
| 参数 | 描述 | 示例 |
|---|
| --type | 新闻类型（必需） | --type breaking |
| --limit |
结果数量限制，最多500条 | --limit 10 |
| --language | 语言 zh / en | --language zh |
| --search | 在标题中搜索关键词 | --search Bitcoin |
| --start-date | 开始日期 | --start-date 2026-03-20 |
| --end-date | 结束日期 | --end-date 2026-03-30 |
输出结构
json
[
{
type: breaking,
title: { en: ..., zh: ... },
excerpt: { en: ..., zh: ... },
description: { en: ..., zh: ... },
analysis: { en: ..., zh: ... },
publish_date: 2026-03-30T19:15:56+00:00,
url: https://...
}
]
article类型通常包含excerpt、analysis和url；breaking、onchain和report类型通常没有excerpt。建议获取足够数量的新闻条目，例如50-100条，以确保足够的时间覆盖范围。
📡 信号命令
bash
methodalgo signals --limit --json
通道
| 通道 | 描述 | 更新频率 |
|---|
| breakout-htf | 高时间周期突破（1D/3D），100根K线滚动窗口 | 中等 |
| breakout-mtf |
中时间周期突破（1H/4H），100根K线滚动窗口 | 高 |
| breakout-24h | 24小时滚动窗口突破检测 | 极高 |
| liquidation | 大额爆仓订单实时警报 | 实时 |
| exhaustion-seller | 卖方衰竭反转信号（爆仓热力图，库存<10%/<5%） | 低/中等 |
| exhaustion-buyer | 买方衰竭反转信号（爆仓热力图，库存<10%/<5%） | 低/中等 |
| golden-pit-mtf | 黄金坑信号（30m/1h/4h）- 多头=下跌后回升，空头=反弹后下跌 | 中等 |
| golden-pit-ltf | 黄金坑信号（5m/15m）- 多头=下跌后回升，空头=反弹后下跌 | 高 |
| token-unlock | 代币解锁事件，包括解锁时间、基本面、数量等 | 每日 |
| etf-tracker | 每日BTC/ETH/SOL/XRP ETF资金流入流出 | 每日 |
| market-today | 山寨币季节指数 + 恐惧与贪婪指数 | 每日 |
标准输出结构
标准信号通道（breakout / liquidation / exhaustion / golden-pit / etf-tracker / market-today）：
json
[
{
id: 1488261183843864617-0-0,
timestamp: 1774899516784, // 信号传输时间戳
attachments: [],
image: https://m.methodalgo.com/tmp/xxx.webp, // 图表或数据图片链接（可选，可能为null）
signals: [
{
title: 信号标题显示...,
description: 信号摘要内容（格式因通道而异）...,
direction
