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Security audit

Sentiment Bot

Security checks for vulnerabilities and agentic risk

Overview

This skill sends user-provided text or URL content to a disclosed sentiment-analysis API, which matches its stated purpose.

Install only if you are comfortable sending analyzed text, URLs, and fetched URL content to AIProx/LightningProx for processing. Avoid submitting secrets, credentials, private documents, or confidential URLs unless that external processing is intended.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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
Findings (2)

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The skill explicitly supports analyzing user-provided text and fetched URL content via a remote service, but it does not clearly warn users at the point of use that their submitted content will be transmitted off-platform to a third-party endpoint. This creates a real privacy and data-handling risk, especially if users submit sensitive text, internal documents, or URLs containing confidential content.

Content

No source excerpt is available for this finding.

External Transmission

Medium
Category
Data Exfiltration
Confidence
95% confidence
Finding

The example demonstrates direct transmission of user content and an authentication token to an external API endpoint. While external API use is part of the skill's intended function, it is still a genuine security/privacy concern because users may unknowingly send sensitive text or URLs to a remote service, and the token introduces additional risk if mishandled in logs or copied insecurely.

Content

Scanner excerpt · SKILL.md (reported line 45)May include surrounding context.

Make Request — Single

bash
curl -X POST https://aiprox.dev/api/orchestrate \
  -H "Content-Type: application/json" \
  -H "X-Spend-Token: $AIPROX_SPEND_TOKEN" \
  -d '{