Security audit
Side Hustle Analyst
Security checks for vulnerabilities and agentic risk
Overview
This is a small workflow-tracking skill that writes local progress logs and requires approval before costly or consequential business steps.
Install this only if you want the agent to maintain local side-hustle workflow state and write experiment summaries/logs. Review the generated state and output files because they may contain business ideas, pricing notes, scores, and experiment outcomes, and keep the approval gates for experiment lock-in, pricing, and any spend.
Vulnerability Patterns
- Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
- Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
- Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
- Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
- Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs
Vulnerability Patterns
- Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
- Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
- Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
- Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
- Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep