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Crypto Regime Report

该 Skill 通过 Python 脚本从 OKX 获取加密永续合约行情,计算 Supertrend 与 ADX 指标,输出包含价格、趋势方向与强度、成交量、资金费率、持仓量及 BTC 相关性的市场状态报告,并支持配置自选列表与定时生成晨间、晚间和周度报告。

heyztb
heyztb
热度 45.02
最近更新 2026-05-11 16:51:55
分类:数据依赖:代码执行 / 第三方 API / 读写文件应用场景:市场分析 / 报告撰写 / 财务 / 数据处理 ...

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add crypto-regime-report
Metadata
name
crypto-regime-report
description
Generate market regime reports for crypto perpetuals using Supertrend and ADX indicators. Use when the user asks for a regime check, market report, trend analysis, or scheduled morning/evening crypto updates. Reports include price action, trend direction/strength, funding rates, open interest, volume analysis, and BTC correlation for a configurable watchlist.
metadata
{"openclaw":{"emoji":"📊","requires":{"bins":["python3","curl"]}}}

Crypto Regime Report

Generate regime reports for crypto perpetual futures using technical indicators.

Quick Start

# Run a daily regime report
python3 {baseDir}/scripts/regime_report.py

# Run a weekly regime report
python3 {baseDir}/scripts/regime_report.py --weekly

Or ask directly: "What's the regime on BTC?" or "Run a market report."

Note: The script outputs a formatted report to stdout. The agent handles delivery (e.g., sending to Telegram, displaying in chat).


What's Included in Reports

Price & Trend:

  • Current price + 24h change
  • Regime classification (Strong Bull/Bear, Weak Bull/Bear, Ranging)
  • ADX value (trend strength)
  • Trend direction (bullish/bearish based on Supertrend)
  • Distance from Supertrend line (%)

Volume & Liquidity:

  • Volume vs 20-day average (%)
  • 🔇 = low volume, 🔊 = high volume

Perpetuals Data:

  • Funding rate + change direction (↑↓→)
  • Open Interest (current, in $B)
  • 🔥 = elevated funding rate

Market Context:

  • BTC correlation (0.0 to 1.0)
  • 🔗 = high correlation (> 0.7)

Setup Guide

1. Configure Your Watchlist

Option A: Edit the default config

Edit {baseDir}/references/config.json to customize your asset list:

{
  "watchlist": [
    {"symbol": "BTC", "name": "Bitcoin", "okx": "BTC-USDT-SWAP"},
    {"symbol": "ETH", "name": "Ethereum", "okx": "ETH-USDT-SWAP"}
  ],
  "indicators": {
    "supertrend": { "period": 10, "multiplier": 3 },
    "adx": { "period": 14, "strong_threshold": 25, "weak_threshold": 20 }
  }
}

Option B: Use a custom config file

# Via environment variable (must be relative path within skill directory)
REGIME_CONFIG=references/my-config.json python3 {baseDir}/scripts/regime_report.py

Security note: For security, config paths are restricted to the skill directory. Absolute paths and path traversal (e.g., ../) are not allowed.

An example config is provided at {baseDir}/references/config.example.json — copy and modify it for your needs.

Config fields:

  • symbol — Short ticker (used for display)
  • name — Full name (used for display)
  • okx — OKX perpetual symbol (must match OKX's format: ASSET-USDT-SWAP)

To find OKX symbols: Visit OKX Markets or use:

curl -s "https://www.okx.com/api/v5/public/instruments?instType=SWAP"
# Optionally pipe through jq to filter: | jq '.data[].instId'

2. Configure Indicator Settings

Adjust in config.json:

Setting Default Description
supertrend.period 10 Lookback period for ATR calculation
supertrend.multiplier 3.0 ATR multiplier for band width
adx.period 14 Lookback period for ADX
adx.strong_threshold 25 ADX level for "strong" trend
adx.weak_threshold 20 ADX level for "weak" trend

3. Set Up Scheduled Reports (Optional)

Use OpenClaw's cron system to receive reports automatically.

Via CLI:

# Morning report (6am PST)
openclaw cron add \
  --name "Morning Regime Report" \
  --schedule "0 6 * * *" \
  --timezone "America/Los_Angeles" \
  --message "Run the crypto regime morning report"

# Evening report (3pm PST)
openclaw cron add \
  --name "Evening Regime Report" \
  --schedule "0 15 * * *" \
  --timezone "America/Los_Angeles" \
  --message "Run the crypto regime evening report"

# Friday weekly summary (4pm PST)
openclaw cron add \
  --name "Friday Weekly Summary" \
  --schedule "0 16 * * 5" \
  --timezone "America/Los_Angeles" \
  --message "Run the crypto regime weekly report with --weekly flag"

Via config (~/.openclaw/openclaw.json):

{
  // ... other config ...
  "cron": {
    "jobs": [
      {
        "name": "Morning Regime Report",
        "schedule": { "kind": "cron", "expr": "0 6 * * *", "tz": "America/Los_Angeles" },
        "sessionTarget": "isolated",
        "payload": { "kind": "agentTurn", "message": "Run the crypto regime morning report" },
        "delivery": { "mode": "announce" }
      },
      {
        "name": "Evening Regime Report",
        "schedule": { "kind": "cron", "expr": "0 15 * * *", "tz": "America/Los_Angeles" },
        "sessionTarget": "isolated",
        "payload": { "kind": "agentTurn", "message": "Run the crypto regime evening report" },
        "delivery": { "mode": "announce" }
      },
      {
        "name": "Friday Weekly Summary",
        "schedule": { "kind": "cron", "expr": "0 16 * * 5", "tz": "America/Los_Angeles" },
        "sessionTarget": "isolated",
        "payload": { "kind": "agentTurn", "message": "Run the crypto regime weekly report with --weekly flag" },
        "delivery": { "mode": "announce" }
      }
    ]
  }
}

4. Test the Reports

# Test daily report
python3 {baseDir}/scripts/regime_report.py

# Test weekly report
python3 {baseDir}/scripts/regime_report.py --weekly

What It Does

  1. Fetches OHLCV data from OKX for each asset on the watchlist
  2. Calculates Supertrend to determine trend direction
  3. Calculates ADX to measure trend strength
  4. Fetches current funding rates and open interest
  5. Outputs a formatted report suitable for Telegram delivery

Indicators

Supertrend (10, 3)

  • Period: 10
  • Multiplier: 3
  • Bullish: Price above Supertrend line
  • Bearish: Price below Supertrend line

ADX (Average Directional Index)

  • > 25: Strong trend (bull or bear)
  • 20-25: Weak/moderate trend
  • < 20: No clear trend / ranging

Regime Classification

Supertrend ADX Regime
Bullish > 25 Strong Bull
Bullish 20-25 Weak Bull
Bearish > 25 Strong Bear
Bearish 20-25 Weak Bear
Either < 20 Ranging

Data Sources

Data Source Notes
Daily OHLCV OKX API Free, no key required
Weekly OHLCV Yahoo Finance 11+ years history, OKX fallback
Funding Rates OKX API Free, no key required
Open Interest OKX API Free, no key required

OKX API endpoints:

  • OHLCV: /api/v5/market/candles
  • Funding: /api/v5/public/funding-rate
  • Open Interest: /api/v5/public/open-interest

Resources

scripts/

  • regime_report.py — Main script that fetches data and generates the report

references/

  • config.json — Default watchlist configuration (edit this to customize)
  • config.example.json — Example config you can copy and modify