A comprehensive economic analysis toolkit for fetching and synthesizing GDP, CPI, PMI, and global market data.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install macro-analyst
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install macro-analyst using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Macro Analyst?
The Macro Analyst skill is a sophisticated toolkit designed to empower AI agents with deep economic intelligence. By leveraging the AKShare library, this skill enables the automated retrieval and analysis of critical macro indicators, including GDP growth, inflation metrics (CPI), manufacturing health (PMI), and money supply (M2).
Integrating these Openclaw Skills allows developers to create agents that can interpret complex economic cycles and market trends. The skill bridges the gap between raw financial data and actionable insights, making it an essential component for any AI-driven financial research or trading environment.
Macro Analyst Use Cases
- Automating the creation of daily macro-economic market summaries and outlooks.
- Conducting sectoral rotation analysis based on aggregated corporate earnings and industry performance.
- Monitoring real-time global market trends and exchange rate fluctuations.
- Predicting market risks by analyzing historical trends in economic data such as CPI and interest rates.
How Macro Analyst Works
- Data Acquisition: The skill executes specialized Python scripts to fetch economic indicators like GDP, CPI, and PMI from financial data providers.
- Contextualization: Global market overviews are retrieved to provide a macro backdrop for regional data.
- Corporate Synthesis: The system pulls earnings reports and industry data to analyze how macro trends affect specific business sectors.
- Reporting: The agent synthesizes the collected data into structured daily or weekly reports, highlighting risks and future expectations.
Macro Analyst Setup
To utilize this skill within your Openclaw Skills environment, ensure you have Python 3.12 and the AKShare library installed. Use the following commands to fetch specific datasets:
# Fetch GDP or CPI data
python3.12 skills/akshare-finance/scripts/macro_data.py gdp
python3.12 skills/akshare-finance/scripts/macro_data.py cpi
# Fetch industry earnings reports
python3.12 skills/akshare-finance/scripts/earnings.py industry
# Get global market overview
python3.12 workspace-trading/skills/trading-quant/scripts/quant.py global_overview
Macro Analyst Data Schema & Taxonomy
The Macro Analyst skill organizes data into several key technical domains to ensure clarity in reporting:
| Indicator Type | Frequency | Command Argument |
|---|---|---|
| GDP | Quarterly | gdp |
| Inflation & Manufacturing | Monthly | cpi, pmi |
| Money Supply | Monthly | m2 |
| Corporate Reports | Seasonal | report, earnings |
| Global Markets | Real-time | global_overview |
Macro Analyst Advanced Features
- Seamless multi-agent collaboration, allowing the Macro Analyst to pass data to trading agents for deep-dive stock analysis.
- Automated industry rotation logic that synthesizes corporate performance with macro-economic shifts.
- Direct integration with the Bank of China (BOC) and Sina Finance for real-time exchange rate monitoring.
- Integrated forecasting workflows for generating structured weekly risk assessments and economic outlooks.
SKILL.md
Loading
Related Openclaw Skills
Earnings Reader
A professional-grade financial report analysis assistant for A-share stocks that interprets balance sheets, income statements, and cash flow data.
Content De-AI Engine
A specialized rewriting engine designed to remove the robotic AI smell from drafts and optimize them for high-engagement social media platforms.
Apple Health CSV
A privacy-focused tool for querying and analyzing local Apple Health CSV data exports with comprehensive metric support.
AI News Aggregator
A high-performance technical news engine that aggregates updates from 100+ RSS sources, arXiv, and GitHub Trending in seconds.
One Click Posting
A professional content distribution pipeline that automates packaging, quality checks, and multi-platform posting for social media.
task-watcher
Monitor long-running asynchronous tasks and receive automated status updates via Discord or Telegram.
Featured*
