A sophisticated AI skill for deep analysis and structured interpretation of macro and industry policy documents via Gildata MCP services.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install jy-policy-interpretation
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 jy-policy-interpretation 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 Policy Interpretation & Analysis?
The Policy Interpretation & Analysis skill is a high-performance tool designed to fetch and synthesize macro and industry policies using the Gildata MCP service. It provides a comprehensive analysis of policy backgrounds, core contents, implementation timelines, and beneficiary industries. Unlike general news aggregators, this skill focuses strictly on official regulatory documents, ensuring that developers and analysts receive accurate, high-fidelity data directly from the source.
By integrating this capability into Openclaw Skills, users can automate the tracking of policy shifts and their specific impacts on various sectors. The skill maintains the original text for integrity while providing structured metadata like risk prompts and affected company lists, making it an essential asset for financial and industrial intelligence workflows.
Policy Interpretation & Analysis Use Cases
- Tracking latest macro policy dynamics and departmental regulations in real-time.
- Analyzing the specific impact of new industry policies on sectors like AI, semiconductors, or new energy.
- Extracting deep interpretations of regional development plans for areas like the Greater Bay Area or Free Trade Zones.
- Monitoring policy implementation through administrative licensing and regulatory penalty tracking.
- Filtering official policy signals from noisy market news and brokerage reports.
How Policy Interpretation & Analysis Works
- Parses user queries to extract policy keywords, time ranges (supporting natural language), and geographic scope.
- Calls the Gildata MCP tools concurrently to retrieve data from sources like MacroNewslist and IndustryNewsFlash.
- Applies strict filtering logic to isolate official policy documents (laws, regulations, notices) and discard market data or analysts' opinions.
- Merges multi-dimensional analysis results based on unique policy IDs to create a unified view.
- Structures the final output into a detailed JSON format including issuing organizations, benefit industries, and original timestamps.
Policy Interpretation & Analysis Setup
To enable this skill, you must install mcporter and configure the Gildata API services.
# Install mcporter globally
npm install -g mcporter
# Configure the Gildata MCP services with your API key
mcporter config add jy-financedata-tool --url "https://api.gildata.com/mcp-servers/aidata-assistant-srv-tool?token=YOUR_JY_API_KEY"
mcporter config add jy-financedata-api --url "https://api.gildata.com/mcp-servers/aidata-assistant-srv-api?token=YOUR_JY_API_KEY"
# Restart the Openclaw gateway to apply changes
openclaw gateway restart
Policy Interpretation & Analysis Data Schema & Taxonomy
The skill organizes policy data into a structured format for easy programmatic consumption:
| Attribute | Type | Description |
|---|---|---|
| policyID | String | Unique identifier for the document |
| issuingOrg | String | The department or government body responsible |
| analysisResults | Array | Collection of dimensions including background, core content, and risks |
| benefitIndustries | Array | Sectors identified as positive beneficiaries |
| affectedCompanies | Array | Specific enterprises influenced by the policy |
| publishDate | DateTime | Official timestamp of the policy release |
Policy Interpretation & Analysis Advanced Features
- Natural language date processing (e.g., converting 'last month' into specific YYYY-MM-DD ranges).
- Concurrent tool calling for faster retrieval across multiple Gildata endpoints.
- Multi-dimensional data merging to consolidate background, impact, and implementation details.
- Strict exclusionary filtering to prevent market noise (CPI/GDP/Stock Prices) from polluting policy analysis.
- Full traceability with original text output to ensure compliance and accuracy in reporting.
SKILL.md
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