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Security audit

Google AI Overview API - AI Mode Answers with Citations

Security checks for vulnerabilities and agentic risk

Overview

This skill is a straightforward Scavio API wrapper that sends user-selected Google AI Mode queries to Scavio and does not include hidden code, persistence, or local data collection.

Install this only if you are comfortable sending the queries you invoke with the skill to Scavio and spending one Scavio credit per request. Keep SCAVIO_API_KEY out of source control and avoid using the skill for private or regulated information unless Scavio's data handling terms meet your needs.

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 (4)

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 41)May include surrounding context.

Endpoint

text
POST https://api.scavio.dev/api/v2/google/ai-mode
Authorization: Bearer $SCAVIO_API_KEY

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 77)May include surrounding context.

Endpoint

text
POST https://api.scavio.dev/api/v2/google/ai-mode
Authorization: Bearer $SCAVIO_API_KEY

External Transmission

Medium
Category
Data Exfiltration
Confidence
60% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 76)May include surrounding context.

md
# store in real code - keep it out of source control.
API_KEY = "sk_your_key_here"

response = requests.post(
    "https://api.scavio.dev/api/v2/google/ai-mode",
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"query": "best running shoes for flat feet 2026", "gl": "us", "hl": "en"},

External Transmission

Medium
Category
Data Exfiltration
Confidence
70% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 76)May include surrounding context.

md
# store in real code - keep it out of source control.
API_KEY = "sk_your_key_here"

response = requests.post(
    "https://api.scavio.dev/api/v2/google/ai-mode",
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"query": "best running shoes for flat feet 2026", "gl": "us", "hl": "en"},