Clawsmith

Security checks across malware telemetry and agentic risk

Overview

ClawSmith is a disclosed OpenClaw skill-building helper; its broad triggers and file/publish workflows are aligned with that purpose, with no evidence of hidden or unsafe behavior.

Install this if you want help building OpenClaw skills. Review any generated SKILL.md, helper scripts, local write locations, and clawhub publish commands before running them, especially for bulk creation or publishing workflows.

SkillSpector

By NVIDIA
Vulnerability Patterns
  • Rogue AgentSelf-Modification, Session Persistence
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (3)

Vague Triggers

Medium
Confidence
94% confidence
Finding
The skill advertises activation on very common phrases like 'Create a new skill' and 'Help me write a SKILL.md', which can cause over-broad invocation and unintended triggering in unrelated conversations. Because this skill can generate, audit, and publish artifacts, accidental activation could steer agent behavior, create files, or influence publishing workflows without the user explicitly intending to use this specific skill.

Vague Triggers

Medium
Confidence
92% confidence
Finding
The statement that ClawSmith should be used whenever the user wants to create, optimize, validate, or publish any OpenClaw skill makes the invocation boundary ambiguous and extremely broad. In agent systems, this increases the chance that the skill preempts more appropriate tools or injects its workflow into normal user requests, leading to unintended actions and reduced operator control.

Session Persistence

Medium
Category
Rogue Agent
Content
Use ClawSmith whenever you or the user says anything like:

- "Create a new skill" or "Build me a skill for X"
- "Help me write a SKILL.md"
- "I want to publish a skill on ClawHub"
- "Scaffold a new OpenClaw skill project"
Confidence
81% confidence
Finding
Create a new skill" or "Build me a skill for X" - "Help me write a SKILL.md" - "I want to publish a skill on ClawHub" - "Scaffold a new OpenClaw skill project" - "Optimize my existing skill" or "Impro

VirusTotal

66/66 vendors flagged this skill as clean.

View on VirusTotal