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Security audit

BI Analyst

Security checks for vulnerabilities and agentic risk

Overview

This skill is a straightforward external API integration for generating BI career roadmaps, with no hidden execution or persistence, but users should be aware it sends career profile data to a third-party endpoint.

Install only if you are comfortable sending career assessment details to the listed external API. Avoid including unnecessary personal identifiers or sensitive employment details, and check the provider's privacy terms if retention, sharing, or deletion requirements matter to you.

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
  • 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
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (3)

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The skill explicitly collects identifiable and session-linked assessment data, including userId, sessionId, timestamps, employment history, skills, and career goals, but provides no notice about storage, sharing, retention, or processing boundaries. In an agent ecosystem, this can cause users or calling systems to send personal/professional profiling data to an external service without informed consent or appropriate safeguards.

Content

No source excerpt is available for this finding.

External Transmission

Medium
Category
Data Exfiltration
Confidence
80% confidence
Finding

The skill references an external API endpoint, which means user-supplied assessment data may be transmitted to infrastructure outside the local agent boundary. Because the document provides no trust, ownership, authentication, transport, privacy, or data residency details for that endpoint, the integration creates a real data exfiltration and third-party exposure risk, especially given the sensitive career-profile payload shown in the examples.

Content

Scanner excerpt · SKILL.md (reported line 175)May include surrounding context.

md
## References

- **Kong Route:** https://api.mkkpro.com/career/bi-analyst
- **API Docs:** https://api.mkkpro.com:8053/docs

Vague Triggers

Low
Category
Not specified by scanner
Confidence
78% confidence
Finding

This is a manifest/config-style file, so vague-trigger checks apply. The description 'Generate personalized BI analyst roadmap' describes a broad capability but does not define any trigger scope, constraints, or exclusion conditions, which could allow overly broad matching in systems that infer invocation from operation descriptions.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.