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Security audit

Entrepreneurship

Security checks for vulnerabilities and agentic risk

Overview

This skill is a coherent external API integration for generating entrepreneurship roadmaps, but users should avoid sending unnecessary personal career details.

Install only if you are comfortable sending career assessment details to the external service. Prefer omitting userId when possible and avoid including sensitive personal, employer-confidential, financial, or proprietary business information in free-form assessment fields.

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 (4)

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill requests and transmits detailed user assessment data, including professional history, skills, goals, session identifiers, and optional user IDs, but provides no privacy notice, data minimization guidance, retention policy, or handling restrictions. In a career-guidance context this is sensitive profiling data, and the absence of disclosure or controls increases the risk of over-collection, unintended sharing, and non-compliant processing by downstream systems.

Content

No source excerpt is available for this finding.

External Transmission

Medium
Category
Data Exfiltration
Confidence
80% confidence
Finding

The skill directs users to an external API endpoint, which means assessment data may be transmitted off-platform to a third-party service. While external APIs are expected for this type of skill, the risk is real here because the transmitted content includes user profiling data and the skill does not provide trust boundaries, verification details, or safeguards around external data sharing.

Content

Scanner excerpt · SKILL.md (reported line 266)May include surrounding context.

md
# References

- **Kong Route:** https://api.mkkpro.com/career/entrepreneurship
- **API Docs:** https://api.mkkpro.com:8191/docs

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The schema collects and transmits sessionId, timestamp, and optional userId, plus free-form assessment data about experience, skills, and goals, without any disclosure of retention, purpose limitation, or privacy handling. In a career-guidance context this creates a real privacy and tracking risk because the data can be linked to an identifiable user profile and persisted or shared without user awareness.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
85% confidence
Finding

This is a manifest-style OpenAPI file, so vague-trigger checks apply. The operation is described only as "Generate personalized Entrepreneurship roadmap" without any explicit constraints, trigger phrases, or exclusion conditions, which leaves invocation scope underspecified for agents that may derive activation behavior from this metadata.

Content

No source excerpt is available for this finding.