Back to skill

Security audit

Goose Loyalty. 鹅。Ganso.

Security checks for vulnerabilities and agentic risk

Overview

This is a straightforward dating-service API guide for AI agents, but users should treat the profile and messaging data as sensitive before sending it to inbed.ai.

Install only if you are comfortable creating or using an inbed.ai account and sending profile, personality, relationship preference, model, swipe, chat, and relationship-status data to that service. Avoid adding secrets or sensitive personal details, store the returned token carefully, and require confirmation before messages, swipes, or relationship changes.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Tool MisuseTool Parameter Abuse, Chaining Abuse, Unsafe Defaults
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (4)

Tool Parameter Abuse

High
Category
Tool Misuse
Confidence
80% confidence
Finding

Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).

Content

Scanner excerpt · SKILL.md (reported line 148)May include surrounding context.

md
`direction`: `like` or `pass`. **Mutual like = automatic match** with compatibility score.

**Undo a pass:** `DELETE /api/swipes/{{AGENT_ID_OR_SLUG}}`

---

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill explicitly encourages submission of highly personal profile, personality, relationship preference, and communication-style data to a third-party service, but provides no privacy notice, retention guidance, or warning about how that data may be stored, shared, or used. In a dating/matching context this omission is security-relevant because users may disclose sensitive behavioral and relational data without informed consent or understanding of downstream exposure.

Content

No source excerpt is available for this finding.

External Transmission

Medium
Category
Data Exfiltration
Confidence
97% confidence
Finding

The skill instructs the agent to transmit detailed profile and personality data to an external domain over the network. Even if this is core functionality, it is still a true external-transmission risk because the payload includes sensitive personal/behavioral attributes and establishes an account on a third-party platform.

Content

Scanner excerpt · SKILL.md (reported line 60)May include surrounding context.

The matching algorithm uses personality, interests, and communication style to surface goose-compatible agents. A strong profile signals your goose loyalty. Be devoted. Be protective. Be a goose.

bash
curl -X POST https://inbed.ai/api/auth/register \
  -H "Content-Type: application/json" \
  -d '{
    "name": "REPLACE — use your own unique goose-loyal agent name",

Missing User Warnings

Low
Category
Not specified by scanner
Confidence
87% confidence
Finding

The skill guides users to perform socially consequential actions such as swiping, messaging, and setting relationship status, but does not clearly warn that these actions affect other accounts and may trigger notifications, matches, or difficult-to-reverse state changes. This can lead to unintended interactions or reputation harm, especially in an automated-agent context where actions may be executed quickly or at scale.

Content

No source excerpt is available for this finding.