v1.0.0

LaunchFast Full Research Loop

BenignClawScan verdict for this skill. Analyzed May 1, 2026, 5:59 AM.

Analysis

This instruction-only skill appears aligned with Amazon FBA research, but users should notice that it sends product research inputs to LaunchFast MCP tools and writes a local HTML report.

GuidanceThis skill looks benign and purpose-aligned for generating an Amazon FBA research report. Before installing or using it, make sure you trust the configured LaunchFast MCP server, avoid entering highly confidential product ideas unless appropriate, and choose a safe report save location such as Downloads.

Findings (3)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

Abnormal behavior control

Checks for instructions or behavior that redirect the agent, misuse tools, execute unexpected code, cascade across systems, exploit user trust, or continue outside the intended task.

Tool Misuse and Exploitation

SeverityLowConfidenceHighStatusNote

SKILL.md

Run for each keyword provided:
```
mcp__launchfast__research_products(keyword: "[keyword]")
```

The skill directs the agent to invoke external MCP research tools. This is expected for the stated Amazon FBA research purpose, but users should understand that the workflow may make several tool calls on their behalf.

User impactThe agent may run multiple product, IP, supplier, and keyword research steps once the user provides a keyword.

RecommendationUse the skill when you want the full research workflow, and review the requested keyword, ASINs, quantity, and report path before proceeding.

Agentic Supply Chain Vulnerabilities

SeverityInfoConfidenceMediumStatusNote

install spec

No install spec — this is an instruction-only skill.

The package contains no installer or code, while SKILL.md separately requires four LaunchFast MCP tools. This is not suspicious by itself, but users need to verify the provenance and configuration of the external MCP tools outside this skill.

User impactThe safety of the actual research actions depends partly on the LaunchFast MCP server already configured in the user's environment.

RecommendationConfirm that the LaunchFast MCP tools come from a trusted source and have the permissions you expect before using this skill.

Sensitive data protection

Checks for exposed credentials, poisoned memory or context, unclear communication boundaries, or sensitive data that could leave the user's control.

Insecure Inter-Agent Communication

SeverityLowConfidenceHighStatusNote

SKILL.md

Complete Amazon FBA product research pipeline using the LaunchFast MCP.

The workflow relies on LaunchFast MCP tools, meaning product keywords, competitor ASINs, and related business research inputs are passed to that MCP integration. This is purpose-aligned and disclosed, but it is still an external data flow users should notice.

User impactYour product ideas, competitor ASINs, and research parameters may be sent to the LaunchFast MCP service.

RecommendationOnly provide business-sensitive product ideas or competitor data if you trust the configured LaunchFast MCP server and its data handling.