A sophisticated multi-agent workflow designed to generate high-fidelity, fact-checked industry and company research reports in multiple professional formats.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install instant-report
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 instant-report 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 Instant Report?
Instant Report is a specialized research engine within the Openclaw Skills library that automates the creation of professional-grade industrial reports. Unlike simple LLM prompts, this skill employs a rigorous four-stage agentic workflow to ensure data integrity, structural depth, and authoritative sourcing. It is designed for analysts, consultants, and decision-makers who require deep-dive market insights without the manual overhead of data collection and document formatting.
By leveraging specialized sub-agents for research, writing, and fact-checking, the skill delivers comprehensive documents that include market sizing, competitive landscapes, and future forecasts. Every report generated through these Openclaw Skills follows a strict protocol to prioritize primary sources and official filings, ensuring the final output is both credible and actionable.
Instant Report Use Cases
- Generating comprehensive industry research reports for market entry strategies.
- Conducting deep-dive company analysis for investment due diligence.
- Creating competitive landscape reports and market share visualizations.
- Automating the generation of supply-demand gap analysis for commodities or products.
- Producing professional market analysis briefs in DOCX and PDF formats for executive reviews.
How Instant Report Works
- Research Phase: A dedicated sub-agent performs multi-source information gathering, focusing on authoritative government data and listed company annual reports.
- Writing Phase: A report writer agent structures the collected facts into a professional layout, embedding Mermaid-based charts and enterprise-standard visualizations.
- Fact-Checking Phase: A verification agent cross-references every data point against at least two independent sources to calculate a credibility score.
- Final Delivery: The main agent orchestrates the outputs from all sub-agents to generate synchronized Markdown, Word, and PDF files with standardized naming conventions.
Instant Report Setup
To trigger this research workflow within your environment, ensure you have the necessary dependencies for document generation installed. You can initiate a report using the specific command syntax:
# Trigger a research report via the CLI
./instant-report "[Your Industry or Company Query]"
Ensure that your Openclaw Skills configuration has access to the sub-agent session spawning capabilities and that the minimax-docx and minimax-pdf skills are properly configured in your skill path.
Instant Report Data Schema & Taxonomy
The skill organizes its output into a structured repository to maintain data provenance. The following table describes the core metadata and file structure:
| Component | Format | Description |
|---|---|---|
| Research Brief | Markdown | Structured facts with source URLs and credibility ratings. |
| Visualizations | Mermaid | Chart code for market trends, competitive positioning, and pie charts. |
| Final Document | DOCX/PDF | High-fidelity reports with automated cover pages and table of contents. |
| Data Versioning | Block Quote | Mandatory metadata block indicating the timestamp of data sources used. |
| Price Forecasting | Table | Scenario-based quantitative analysis (Optimistic, Baseline, Conservative). |
Instant Report Advanced Features
- Multi-agent orchestration using the sessions_spawn protocol for parallelized task execution.
- Integrated Mermaid chart generation with standardized corporate color palettes (#1F4E79).
- Automated fact-checking loops that provide a credibility rating (High/Medium/Low) for every report.
- Scenario-based supply-demand gap quantification and price forecasting models.
- Direct integration with document conversion engines to output professional-grade Word and PDF files automatically.
SKILL.md
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