A professional-grade intelligence gathering and analysis skill that transforms raw data into structured, actionable research reports.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install intelligence-analyst-claw
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 intelligence-analyst-claw 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 Intelligence Analyst Claw?
Intelligence Analyst Claw is a specialized framework designed for AI agents to operate as private intelligence professionals. By integrating this skill into the Openclaw Skills ecosystem, agents gain the ability to navigate information overflows, extract high-value signals, and generate 'de-watered' structured reports. It bridges the gap between simple web searching and deep analytical synthesis.
The skill focuses on a rigorous methodology involving multi-source crawling, cross-verification of data, and dimensional analysis across markets, competition, and finance. It is particularly effective for users who need a technical edge in understanding industry shifts, evaluating investment risks, or monitoring regulatory landscapes without manual oversight.
Intelligence Analyst Claw Use Cases
- Rapidly assessing the current status, future trends, and competitive landscape of any industry.
- Evaluating the investment value and financial health of specific companies or projects.
- Tracking regulatory and policy changes to predict their impact on business strategy.
- Monitoring frontier technology developments to assess technical feasibility and market readiness.
- Identifying target market demands, pain points, and emerging opportunities through sentiment analysis.
How Intelligence Analyst Claw Works
- Information Collection: The agent defines the research objective and utilizes web search tools to gather reports, news, and raw data.
- Deep Fetching: Using browser automation to access interactive pages or authenticated databases for primary source data.
- Cross-Verification: The agent compares multiple sources to identify contradictions, biases, and verify the original source of data.
- Dimensional Analysis: Data is processed through specific lenses including market size, competitor market share, revenue/profit metrics, and risk factors.
- Structured Synthesis: The final output is generated using a standardized template that includes executive summaries, core data tables, and prioritized action recommendations.
Intelligence Analyst Claw Setup
To integrate this capability within your Openclaw Skills environment, follow these steps:
# Clone the skill repository into your agent's directory
git clone https://github.com/openclaw/intelligence-analyst-claw.git
# Install the necessary analysis dependencies
pip install -r requirements.txt
# Configure your search and browser tool environmental variables
export SEARCH_PROVIDER_API_KEY="your_api_key"
Intelligence Analyst Claw Data Schema & Taxonomy
The skill organizes research into a structured taxonomy for maximum clarity:
| Component | Format | Description |
|---|---|---|
| Executive Summary | Markdown | 3-5 punchy sentences on core findings and conclusions. |
| Core Data Table | Markdown Table | Key metrics (revenue, CAGR, etc.) with time stamps and source attribution. |
| Deep Analysis | Markdown | Chapter-based breakdown of findings supported by data evidence. |
| Risk Assessment | Priority List | Categorized risks (Policy, Tech, Market) ranked by severity. |
| Credibility Rating | Star System | 1-5 star rating based on primary vs. tertiary source types. |
Intelligence Analyst Claw Advanced Features
- Bilingual Search Strategy: Automatically executes queries in both Chinese and English to capture global market data.
- Automated Batch Processing: Includes Python scripts for mass industry report downloading and financial metric parsing.
- Sentiment Analysis: Specialized hooks for analyzing social media and forum sentiment regarding specific brands or trends.
- Real-time Monitoring: Shell scripts for continuous tracking of policy updates and regulatory shifts.
- Compliance Safeguards: Built-in robots.txt respect and automated source citation for professional ethics.
SKILL.md
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