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Security audit

Business Analyst

Security checks for vulnerabilities and agentic risk

Overview

This skill is a narrowly scoped career-roadmap API integration, but users should avoid sending more personal career profile data than needed.

Install only if you are comfortable sending career assessment details to the referenced external service. Prefer pseudonymous session IDs, omit userId unless needed, and avoid including sensitive employer, compensation, or private personal details not required for the roadmap.

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
91% confidence
Finding

The skill documentation encourages collection and transmission of career assessment data, prior roles, industries, skills, goals, session identifiers, timestamps, and optional user IDs, but provides no privacy notice, data minimization guidance, retention policy, or warning that this information may be sensitive profile data. In an agent setting, this increases the risk of unnecessary disclosure of personal or employment-related information to an external service without informed user consent or clear handling expectations.

Content

No source excerpt is available for this finding.

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 246)May include surrounding context.

md
## References

- Kong Route: https://api.mkkpro.com/career/business-analyst
- API Docs: https://api.mkkpro.com:8091/docs

Vague Triggers

Low
Category
Not specified by scanner
Confidence
85% confidence
Finding

This is a manifest/config file, so vague-trigger checks apply. The description "Generate personalized Business Analyst roadmap" is broad and does not specify constraints, trigger phrases, or exclusion conditions, which could lead an agent or integration to invoke the skill for loosely related career-planning requests.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.