An AI-powered industry research assistant designed to conduct structured market analysis, apply established business frameworks, and extract key performance indicators.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install industry-research-assistant
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 industry-research-assistant 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 Industry Research Assistant?
The Industry Research Assistant is a powerful, framework-driven tool designed to automate and elevate your market analysis workflows. As part of the ecosystem of Openclaw Skills, this agent guides users through comprehensive macroeconomic, competitive, and operational analyses, ensuring highly structured and professional intelligence reports. It integrates classical strategic frameworks like PESTEL, Porter's Five Forces, and SCP to map out any sector's landscape.
Beyond high-level summaries, the skill assists in deep-dive data indicator extraction, evaluating capacity utilization, market concentrations (like CR4/HHI), and demand elasticity. By leveraging these Openclaw Skills, developers and analysts can quickly transition from raw data to actionable investment, strategic, or market-entry decisions.
Industry Research Assistant Use Cases
- Drafting comprehensive market research reports or conducting a detailed industry analysis.
- Assessing competitive dynamics and industry structures using Porter's Five Forces and SCP frameworks.
- Evaluating macroeconomic environments (PESTEL) for strategic planning or investment decisions.
- Analyzing supply-demand balances, price elasticities, and capacity utilization trends.
- Determining an industry's life cycle stage and positioning it within broader economic cycles.
How Industry Research Assistant Works
- Define Research Objectives: The agent aligns on targets including industry sub-sectors, research purpose (e.g., market entry, competitive analysis), geographic scope, and time dimension.
- Framework Selection: Combines frameworks such as PESTEL, Porter's Five Forces, SCP, and SWOT tailored to the research objectives.
- Key Indicator Extraction: Pulls essential quantitative metrics, from CAGR and market concentration to capacity utilization and pricing mechanisms.
- Structured Report Generation: Compiles the findings into an organized, customizable multi-part report containing overview, frameworks, and actionable recommendations.
Industry Research Assistant Setup
To deploy and use this research assistant within your environment, ensure you have the Openclaw framework configured. You can install and initialize the skill using the following commands:
# Install the industry research skill package
openclaw install skill-industry-research
# Initialize and configure the default reference templates
openclaw init industry-research --templates default
Once installed, ensure that your environment reference directory contains the required analytical guides (references/frameworks.md and references/key-indicators.md) to guide the agent's logic.
Industry Research Assistant Data Schema & Taxonomy
The industry research skill structures its analytical workflow around reference templates and structured data outputs.
| Asset / File Path | Type | Description |
|---|---|---|
references/frameworks.md |
Configuration | Contains rule definitions and guidelines for PESTEL, Porter's Five Forces, SCP, and SWOT. |
references/key-indicators.md |
Configuration | Houses taxonomy for indicator calculations (e.g., CR4/CR8 concentration, capacity utilization). |
output/reports/ |
Generated Markdown | The destination folder for generated structured reports. |
The generated reports adhere to a standardized metadata schema:
- industry: Target market segment (e.g., "Renewable Energy - Solar PV")
- scope: Geographic constraints and time horizon
- applied_frameworks: List of frameworks used in the analysis
- data_points: Key extracted metrics such as CAGR, CR4, and profit margins
Industry Research Assistant Advanced Features
- Customizable Framework Pipelines: Create modular evaluation pipelines by chaining custom analysis models.
- Automated Indicator Extraction: Parse financial data or web scraping feeds to automatically calculate HHI and CR concentration indices.
- Scalable Multi-Agent Workflows: Integrate this skill with other Openclaw Skills to automate continuous market tracking or real-time competitor intelligence.
- Adaptive Reporting Formats: Output reports in various structured formats, tailoring the depth of PESTEL or SCP analyses dynamically based on the target audience.
SKILL.md
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