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Security audit

Business ROI Calculator

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed ROI calculator skill with local templates and an optional local script, though users should apply their own legal and financial judgment to outreach and investment recommendations.

Before installing, understand that this skill gives business ROI advice, including outreach and investment examples. Verify input assumptions yourself, treat outputs as estimates rather than financial or legal advice, and apply email consent, opt-out, privacy, platform, and local anti-spam requirements before acting on outreach recommendations.

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 (7)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The title and all operating instructions are written as '使用说明' in Chinese, and the examples consistently assume Chinese-language prompts and responses. There is no indication that language is optional or that the skill is intentionally limited to a Chinese-speaking context, which can violate language/locale choice expectations.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The skill explicitly recommends expanding cold-email volume ('建议扩大发送量至 500 封/周') while presenting only ROI upside, without any warning about consent, privacy, anti-spam laws, or platform policy limits. This can encourage users to operationalize bulk outreach in a non-compliant way, increasing legal, reputational, and account-enforcement risk.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The trigger phrases are very broad business terms such as ROI calculation, whether a collaboration is worth doing, and business cooperation evaluation. This can cause the skill to activate during ordinary conversations that only mention these topics, leading to unintended instruction takeover, confused routing, or application of the skill in contexts where the user did not explicitly request it.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

SQP-3 applies to all file types and covers natural-language policy violations such as forcing a specific language without user opt-in. This markdown file presents all instructions, labels, and examples in Chinese, and does not mention that the content is region-specific or provide an alternative language option.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

This code file uses Chinese throughout its docstrings, CLI help text, templates, and printed output, while not providing any option to select another language or locale. Under the policy criteria, forcing a specific language without user opt-in is a natural-language policy violation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
76% confidence
Finding

The title, instructions, triggers, output format, and examples are all presented only in Chinese, which can indicate a fixed-language behavior. Under the policy, forcing a specific language without user opt-in is a concern unless the locale limitation is explicitly documented and justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
94% confidence
Finding

The entire document is written exclusively in Chinese and provides no indication that language selection is optional or user-configurable. Under the stated policy, forcing a specific language without user opt-in is a natural-language locale violation unless the regional constraint is clearly documented and justified.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.