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Security audit

Freelance Empire

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only freelance business advice skill with no executable code, hidden commands, persistence, or data access.

Installers should understand this skill may give confident business, pricing, legal, tax, and wellness guidance; treat those outputs as planning support and verify jurisdiction-specific legal, tax, insurance, and health decisions with qualified professionals. If accidental activation matters, prefer using explicit freelance-related prompts.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (3)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The trigger list includes very broad, generic phrases such as 'client management' and 'side hustle' that commonly appear in ordinary conversation. In agent-routing systems, overly broad triggers can cause accidental activation of this skill in unrelated contexts, increasing the chance of irrelevant or policy-bypassing guidance being injected into conversations.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The trigger list includes broad phrases such as "freelance," "client management," "side hustle," and "consulting business," which can match many generic business queries outside this skill’s narrow purpose. Overbroad activation can cause the agent to invoke this skill unexpectedly, steering unrelated conversations into prescriptive business advice and increasing the chance of inappropriate or low-relevance responses.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
80% confidence
Finding

The invocation examples describe broad example asks but do not define clear boundaries for when the skill should or should not trigger. This ambiguity can lead to over-invocation, where the skill activates for loosely related requests and steers the agent toward freelance-business content even when that is not the user's actual intent.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.