A comprehensive economic evaluation tool that analyzes GDP, inflation, and policy signals to determine market direction and optimize asset allocation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install macro-analysis
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-analysis 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 Analysis Framework?
The Macro Analysis Framework is a sophisticated tool designed for the Openclaw Skills ecosystem to decode the complexities of the macroeconomy, particularly within the context of the A-share market. It operates on the principle that policy dictates direction while liquidity determines the magnitude of market movements. By synthesizing high-level economic data, this skill provides users with a clear lens through which to view market trends and institutional shifts.
This skill serves as a strategic compass for investors and analysts, bridging the gap between raw economic indicators and actionable market sentiment. It systematically evaluates growth metrics, inflation benchmarks, and monetary policy shifts to help users identify the transition between different market bottoms—from policy support to real economic recovery.
Macro Analysis Framework Use Cases
- Determining the overall market direction during periods of high volatility.
- Analyzing the impact of central bank actions such as interest rate hikes or cuts.
- Identifying entry and exit points based on the Policy Bottom and Market Bottom cycle.
- Evaluating the relationship between currency exchange rates and foreign capital flow.
- Monitoring manufacturing health through PMI and industrial profit data.
How Macro Analysis Framework Works
- The user triggers the skill by inquiring about macro themes like market analysis, liquidity, or specific indicators such as M2 and CPI.
- The system retrieves and categorizes data into four core pillars: Economic Growth, Inflation, Liquidity, and Policy Signals.
- It calculates the correlation between these indicators and market performance, such as how a narrowing CPI-PPI gap improves mid-downstream profit margins.
- The framework maps the current status onto the Policy Cycle (Policy Bottom -> Market Bottom -> Economic Bottom -> Profit Bottom).
- It outputs a strategic recommendation, ranging from initial position building to full-scale holding or defensive reduction.
Macro Analysis Framework Setup
To integrate the macro-analysis capabilities into your local Openclaw Skills environment, use the following steps:
# Clone the repository containing the macro framework
openclaw install macro-analysis
# Verify the installation and version
openclaw list --skills
# Access the reference documentation for indicator definitions
cat references/macro-indicators.md
Macro Analysis Framework Data Schema & Taxonomy
The skill organizes economic data into a structured hierarchy to ensure clarity and rapid retrieval:
| Data Category | Key Indicators | Impact Focus |
|---|---|---|
| Growth | GDP, PMI, Industrial Profits | Corporate Earnings potential |
| Inflation | CPI, PPI, Scissors Gap | Profit margin distribution |
| Liquidity | M2, Social Financing, 10Y Bond Yield | Valuation pressure and support |
| Signals | RRR Cuts, MLF, Fiscal Expenditure | Industry-specific catalysts |
All generated reports follow a taxonomy that links macro triggers directly to sector-specific outcomes.
Macro Analysis Framework Advanced Features
- Multi-stage cycle tracking: Automatically identifies the current phase of the economic cycle to suggest portfolio adjustments.
- Currency impact modeling: Analyzes RMB appreciation/depreciation effects on foreign capital (Northbound funds) flow.
- Yield curve sensitivity: Evaluates the impact of risk-free interest rates on equity valuations.
- Policy signal decoding: Translates government infrastructure and fiscal expansion signals into sector-specific growth forecasts.
SKILL.md
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