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Security audit

ATSPrep: LinkedIn profile polish

Security checks for vulnerabilities and agentic risk

Overview

The skill sends user-provided profile text to ATSPrep for disclosed checks and writing suggestions, with capabilities proportionate to that purpose.

Share only profile text you want ATSPrep to process, check any endpoint override, and delete temporary input files afterward. Optional AI tools disclose additional processing and require advance notice. The bundled disclosures agree with [ATSPrep's published privacy policy](https://atsprep.com/privacy#mcp), but the remote service's implementation and retention practices were not independently audited.

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
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
  • MCP Least PrivilegeUnderdeclared Capability, Wildcard Permission, Missing Permission Declaration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (4)

Incomplete referenced artifact analysis

High
Category
analysis-evasion
Confidence
100% confidence
Finding

Referenced artifact was not completely inspected

Content

Scanner excerpt · SKILL.md (reported line 23)May include surrounding context.

md
node scripts/atsprep.mjs <tool> key=value key=@path/to/file.txt

Incomplete referenced artifact analysis

High
Category
analysis-evasion
Confidence
100% confidence
Finding

Referenced artifact was not completely inspected

Content

Scanner excerpt · SKILL.md (reported line 25)May include surrounding context.

md
n the current working directory first, and delete it when you're done. `node scripts/atsprep.mjs list` lists the tools.

Skill declares no tool scope ('permissions' or 'allowed-tools') but code capabilities were detected: env, network.

Medium
Category
MCP Least Privilege
Confidence
70% confidence
Finding

Without declared permissions the skill's intent is opaque and cannot be validated.

Content

No source excerpt is available for this finding.

Unrestricted Tool Access

Medium
Category
Excessive Agency
Confidence
80% confidence
Finding

Skill grants unrestricted tool access without appropriate constraints. An agent with unfettered tool access can perform arbitrary actions including file modification, network requests, and code execution.

Content

Scanner excerpt · references/tools.md (reported line 3)May include surrounding context.

ATSPrep MCP tools

Endpoint: https://atsprep.com/mcp (MCP streamable HTTP, no auth). Call any tool with:

sh
node scripts/atsprep.mjs <tool> key=value key=@file.txt