An automated industry intelligence engine that systematically analyzes market demands, customer pain points, policy opportunities, and future growth trends.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install industry-analyzer-opportunity
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-analyzer-opportunity 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 Opportunity Analyzer?
The Industry Opportunity Analyzer is a highly sophisticated agentic tool designed to map out the complete opportunity landscape of any target industry. Acting as the fourth critical phase in the multi-stage industry-analyzer pipeline, this skill automates the heavy lifting of market research by collecting and synthesizing data across four vital dimensions: customer scenarios, structural pain points, regulatory policies, and future strategic trends.
By deploying this asset within the Openclaw Skills framework, developers and business analysts can bypass hours of manual search. The analyzer avoids corporate buzzwords, opting instead for highly quantified metrics, precise timeline windows, and verified policy sources. It provides a robust, factual foundation for business planning, startup evaluation, or corporate strategy formulation.
Industry Opportunity Analyzer Use Cases
- Mapping out target customer segments, application scenarios, and gaps in existing solutions for a new product launch.
- Structuring multi-level pain points across end-users, manufacturers, distribution channels, and regulators.
- Tracking and compiling state, ministerial, and regional policy opportunities with specific dates and financial subsidies.
- Forecasting short- to long-term industry trends supported by authoritative research and AI-driven deduction.
- Running automated, multi-agent industry research workflows with standardized file outputs.
How Industry Opportunity Analyzer Works
- Session Initialization: Reads the pipeline configuration and history from the local
session.jsonfile. - Demand Scenario Retrieval: Performs targeted web queries regarding application scenarios and user requirements to identify 3-5 typical deployment use cases.
- Pain Point Stratification: Searches and organizes structural pain points across different market layers (e.g., end-users, channels, regulators).
- Policy Mapping: Queries and parses national, ministerial, and local government plans (such as the 14th Five-Year Plan and regional subsidies) for active opportunities, tracking exact issuance dates and departments.
- Trend Forecasting: Synthesizes market reports from leading agencies (e.g., Gartner, McKinsey, IDC) with AI-powered reasoning to project future developments.
- Document Generation: Formats and outputs the structured insights into
04-opportunity.mdaccording to strict schema guidelines. - State Synchronization: Updates the session tracking file, setting the analysis status to
doneand registering the metadata sources.
Industry Opportunity Analyzer Setup
Ensure you have the parent industry-analyzer plugin configured in your environment. The skill executes seamlessly as part of an integrated sequence or in standalone mode.
Installation
Add the skill to your workflow environment:
# Install the industry-analyzer plugin containing this skill
openclaw install industry-analyzer
Running Standalone Mode
If you want to run this skill individually without a pre-existing session file:
# Run the analyzer on a specific industry slug
openclaw run industry-opportunity-analyzer --industry "electric-vehicles"
Industry Opportunity Analyzer Data Schema & Taxonomy
The skill interacts with local directory structures to read session state and write the finalized markdown report.
Directory & File Structure
output/{industry-slug}/session.json(Input/Output): Tracks status, timestamps, and data sources.output/{industry-slug}/04-opportunity.md(Output): The primary generated markdown report.
Markdown Output Schema (04-opportunity.md)
| Section | Requirements | Data Points Required |
|---|---|---|
| 1. Demand Scenarios | 3-5 typical scenarios | Scenario name, target customer, core pain point, existing solution gaps |
| 2. Customer Pain Points | 3-7 items stratified | Stratification layer, problem description, impact scale, quantified metrics |
| 3. Policy Opportunities | 3-5 items | Policy title, publication date (YYYY-MM), issuing agency, funding scale, impact |
| 4. Future Developments | 3-5 trends | Trend name, time window (short/mid/long), drivers, potential winners |
Industry Opportunity Analyzer Advanced Features
- Session Fallback Execution: Features a robust Standalone Mode that automatically spins up a minimal session context if no pipeline session file is detected.
- Quantified Data Focus: Avoids generalities by enforcing a style rule that demands quantitative support, concrete timeline windows, and verified policy issuers.
- Heuristic Error Recovery: In cases of scarce public data, the skill gracefully degrades by substituting with generalized AI knowledge while explicitly labeling the source limitations.
- Pipeline State Hooking: Directly integrates with larger Openclaw Skills orchestration flows, signaling downstream tasks by writing structured status flags back to the centralized execution log.
SKILL.md
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