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Security audit

HunterAI: Auto-Apply & Win Upwork Jobs

Security checks for vulnerabilities and agentic risk

Overview

This skill is a local Upwork proposal assistant that writes application and hook-history files, with no evidence of exfiltration, privilege escalation, hidden execution, or destructive behavior.

Install only if you are comfortable storing freelancer profile details, generated proposals, job history, and winning hooks in local workspace files. Review generated proposals before any real Upwork submission, and treat the skill's auto-apply language as local drafting/logging unless you separately connect it to a real Upwork workflow.

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
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (6)

Hidden Instructions

High
Category
Prompt Injection
Confidence
70% confidence
Finding

Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.

Content

Scanner excerpt · APPLICATION_LOG.md (reported line 34)May include surrounding context.

md
# New entries appended by HunterAI after each run.
# Template entry structure below — do not delete this block.

<!--
═══════════════════════════════════════════════════
JOB ID:          UPW-YYYYMMDD-XXXX
TITLE:           [Job Title Here]

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The README markets automated Upwork job application behavior and describes persistent logging to local files, but it does not clearly warn users about the operational, policy, and privacy risks of automated proposal submission or long-term storage of proposal/job-history data. In this context, the omission is security-relevant because users may trigger account-impacting automation and create sensitive local records without informed consent or safeguards.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The skill gives a specific example trigger, but then broadens it with "or similar," without defining acceptable variants or exclusions. That creates an unclear activation boundary and increases the chance of unintended invocation from loosely related user requests.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The skill instructs the agent to append full application data, including proposal text, to a persistent log immediately and without requiring explicit user confirmation or a prior warning about file modification. This creates a silent persistence channel that can store sensitive business content or user-authored material unexpectedly, increasing privacy, integrity, and workspace-tampering risk.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
97% confidence
Finding

This flow persists derived content into assets/PROPOSAL_VAULT.md and updates APPLICATION_LOG.md without a clear warning that durable project files will be changed. Because the vault is treated as future prompt material, silent writes can poison later outputs, preserve sensitive client/job details, and alter agent behavior across sessions.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
98% confidence
Finding

The status update path changes persistent records and can automatically trigger additional writes through Loop B, but the user is not clearly informed that one command may cascade into multiple file modifications. This increases the risk of unintended state changes, hidden persistence, and integrity issues in the workspace, especially because the auto-trigger expands the original action scope.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.