An AI-powered financial intelligence tool that transforms news headlines into detailed 18-month investment scenarios using a multi-agent workflow.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install scenario-analyzer
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 scenario-analyzer 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 Scenario Analyzer?
Scenario Analyzer is a sophisticated technical skill designed for Openclaw Skills that automates the complex process of macroeconomic and market analysis. By processing news headlines, it orchestrates a collaborative workflow between two specialized AI agents to project financial impacts over an 18-month horizon. This tool is essential for investors seeking automated, high-fidelity reports that detail primary, secondary, and tertiary market effects.
The core value of this skill lies in its multi-agent approach. The primary analyst agent constructs Base, Bull, and Bear cases with allocated probabilities, while a strategy reviewer agent provides critical second opinions to ensure logical consistency and bias reduction. This ensures that the generated investment intelligence is not just fast, but also rigorously vetted and highly actionable.
Scenario Analyzer Use Cases
- Evaluating the 18-month investment impact of central bank interest rate decisions or monetary policy shifts.
- Analyzing geopolitical shifts, trade policy changes, or international sanctions and their effect on specific market sectors.
- Generating detailed secondary and tertiary impact reports for US-listed stocks based on commodity price fluctuations.
- Automated creation of comprehensive financial reports with integrated second-opinion reviews for risk management.
- Identifying specific US-listed tickers and ADRs likely to be influenced by emerging news headlines for portfolio adjustment.
How Scenario Analyzer Works
- The user provides a news headline which triggers the initial keyword extraction and event classification phase.
- The skill loads domain-specific references from Openclaw Skills including sector sensitivity matrices and scenario playbooks to ground the analysis in historical data.
- A primary scenario-analyst agent is invoked to gather recent news via web search and build a three-tier (Base/Bull/Bear) probabilistic model.
- A strategy-reviewer agent performs a critical audit of the findings, looking for optimism/pessimism biases and logical gaps.
- The skill integrates both agent outputs into a final comprehensive report, including specific stock recommendations and action plans.
- The final report is automatically saved as a Markdown file within a designated reports directory for easy archival and sharing.
Scenario Analyzer Setup
To utilize this skill within your Openclaw Skills environment, ensure you have the required reference files and agent configurations in place. Prepare your directory structure as follows:
mkdir -p reports
# Ensure references/headline_event_patterns.md exists
# Ensure references/sector_sensitivity_matrix.md exists
# Ensure references/scenario_playbooks.md exists
Run the skill using the slash command followed by your target headline:
/headline-scenario-analyzer "Fed raises interest rates by 50bp"
Scenario Analyzer Data Schema & Taxonomy
The skill maintains a structured output and metadata taxonomy to ensure high-quality financial intelligence. Data is organized as follows:
| Component | Format | Description |
|---|---|---|
| Analysis Timeframe | 3 Phases | 0-6 months, 6-12 months, and 12-18 months. |
| Scenario Probabilities | Percentage | Base + Bull + Bear scenarios totaling 100%. |
| Impact Levels | 1st/2nd/3rd | Direct, value-chain, and macro/regulatory impacts. |
| Output Path | Markdown File | Saved to reports/scenario_analysis_<topic>_YYYYMMDD.md. |
| Target Markets | US Markets | Focuses on US-listed equities and ADRs. |
Scenario Analyzer Advanced Features
- Multi-agent orchestration featuring a dedicated reviewer agent for automated bias mitigation and logical verification.
- Hierarchical impact analysis tracking 1st, 2nd, and 3rd order market effects across diverse industry sectors.
- Automated sector sensitivity mapping based on a pre-defined matrix of historical event patterns.
- Local persistence management that automatically creates directory structures and saves timestamped reports.
- Probabilistic modeling requiring evidence-based reasoning for Base, Bull, and Bear investment cases.
SKILL.md
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