A comprehensive five-phase automation that executes product research, IP checks, supplier sourcing, and PPC analysis into a professional HTML report.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install launchfast-full-research-loop
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 launchfast-full-research-loop 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 LaunchFast Full Research Loop?
The LaunchFast Full Research Loop is a specialized automation designed for the modern e-commerce entrepreneur. By acting as a senior Amazon FBA analyst, this skill leverages Openclaw Skills to orchestrate a sophisticated multi-tool workflow. It moves beyond simple data retrieval by synthesizing product viability, legal risk assessment, and supply chain logistics into a single, actionable intelligence package.
This skill is built to integrate deeply with the LaunchFast MCP, ensuring that every research phase—from initial keyword analysis to final PPC strategy—is backed by real-time Amazon and Alibaba data. The primary goal is to provide a GO or PASS verdict on product opportunities, saving hours of manual data entry and cross-referencing.
LaunchFast Full Research Loop Use Cases
- Executing deep-dive research on new product keywords to determine market entry viability.
- Generating professional, shareable HTML reports for stakeholders or investment analysis.
- Automated screening of potential trademarks and patents to avoid intellectual property conflicts.
- Rapid identification of verified suppliers and initial PPC keyword volume estimation for new listings.
How LaunchFast Full Research Loop Works
- The skill prompts the user for essential inputs including keywords, target price, and quantity.
- Phase 1 executes product research to analyze revenue, price ranges, and review counts, assigning an opportunity score.
- Phase 2 conducts an IP conflict check and trademark search to assess legal risk levels.
- Phase 3 identifies top Alibaba suppliers, filtering for Gold status and Trade Assurance.
- Phase 4 extracts PPC keyword intelligence from competitor ASINs to build search volume tiers.
- Phase 5 compiles all data into a professionally styled HTML report with a custom design system and saves it to a local path.
LaunchFast Full Research Loop Setup
To utilize this skill, you must have the LaunchFast MCP tools configured within your environment. Ensure you have access to the research, IP check, supplier research, and keyword research modules. Use the following command to initiate the loop:
# Trigger the full research loop
launchfast-full-research-loop [product keyword]
LaunchFast Full Research Loop Data Schema & Taxonomy
The skill produces a structured HTML report and maintains internal state across five phases. Data is organized as follows:
| Data Type | Attributes Captured |
|---|---|
| Product Metrics | Grade distribution, revenue range, price, reviews, and BSR. |
| IP Assessment | Conflict level, active trademarks, patent hits, and risk status. |
| Supplier Info | Company name, quality score, price range, MOQ, and verifications. |
| PPC Strategy | Keywords by tier (1-3), search volume, and estimated CPC. |
LaunchFast Full Research Loop Advanced Features
- Intelligent Verdict Engine: Automatically calculates an opportunity score and provides a GO/PASS/INVESTIGATE recommendation.
- Custom Design System: Generates HTML reports with built-in CSS using a sophisticated design language for high readability.
- Conditional Logic: Only proceeds to supplier and IP phases if the product research phase meets a minimum opportunity threshold.
- Multi-Agent Compatibility: Designed to work seamlessly within the Openclaw Skills ecosystem for cross-agent data sharing.
SKILL.md
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