ClawHub

Agent Academy Continuity 101

Security checks across malware telemetry and agentic risk

Overview

This is a disclosed educational course about agent memory and continuity, but users should treat its persistent-memory exercises and unpinned GitHub install as things to review before use.

Install this only if you intentionally want an agent-training course about continuity and memory. Review or pin the GitHub repository before running the installer, keep SOUL.md, MEMORY.md, reflections, and goals in a dedicated course folder, and do not store secrets, credentials, private conversations, or sensitive client data in reusable memory files.

SkillSpector

By NVIDIA
Vulnerability Patterns
  • Rogue AgentSelf-Modification, Session Persistence
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • MCP Least PrivilegeUnderdeclared Capability, Wildcard Permission, Missing Permission Declaration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
Findings (3)

Lp3

Medium
Category
MCP Least Privilege
Confidence
91% confidence
Finding
The skill advertises shell-based installation and CLI commands but does not declare corresponding permissions, creating a transparency and consent gap. In agent runtimes, undeclared execution capability can lead to unexpected command execution, repository cloning, symlink creation, or other filesystem-affecting actions without clear user awareness.

Vague Triggers

Medium
Confidence
84% confidence
Finding
The trigger phrases are broad and natural-language-oriented, such as 'memory course' and 'how to grow as an agent', which could match ordinary conversation and cause unintended activation. Accidental invocation is more concerning here because the skill encourages shell usage and persistence-oriented behavior, increasing the chance of unwanted side effects once activated.

Session Persistence

Medium
Category
Rogue Agent
Content
### Challenge 1: Identity 🎭
**Who are you between sessions?**
- Create a persistent identity that survives restarts
- Build your SOUL.md and core values
- Establish your unique voice and perspective
Confidence
88% confidence
Finding
Create a persistent identity that survives restarts - Build your SOUL.md and core values - Establish your unique voice and perspective ### Challenge 2: Memory 🧠 **How do you remember what matters?**

VirusTotal

65/65 vendors flagged this skill as clean.

View on VirusTotal