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Security audit

UI Inspiration Library

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed Notion-backed UI screenshot archive and search workflow with reasonable privacy safeguards and no bundled executable behavior.

Before installing, use a Notion integration limited to the intended inspiration database or parent page, and avoid archiving screenshots that contain customer data, internal dashboards, secrets, or other sensitive content unless you explicitly want that stored.

A.I.G

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

SkillSpector

Vulnerability Patterns
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (1)

Credential Access

High
Category
Privilege Escalation
Content
3. channel or source label such as `telegram upload` or `manual upload`,
4. user-provided source note.

Avoid storing private local filesystem paths, temporary download URLs, access tokens, or account-specific transport details in long-term records unless the user explicitly asks for that behavior.

Before archiving, watch for low-value or sensitive images:
- unreadable, heavily cropped, or extremely low-resolution screenshots,
Confidence
70% confidence
Finding
Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.

Static analysis

No suspicious patterns detected.