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Security audit

超级个体能力自测

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed Chinese self-assessment workflow that asks career evidence, computes scores locally, and provides an optional spreadsheet template without hidden or high-impact behavior.

Install this if you want a Chinese-language, book-style career capability self-assessment. Be mindful that it may ask for specific work examples and payment evidence; avoid sharing sensitive client, employer, or financial details unless you are comfortable including them in the conversation.

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
  • 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 (7)

Undeclared Tool Scope

Medium
Category
MCP Least Privilege
Confidence
93% confidence
Finding

The skill instructs the agent to read a local reference file and copy an asset file, which implies file access capability, but it does not declare any explicit tool scope or permissions boundary. This creates ambiguity about what files the agent may access and increases the risk of unintended file reads or asset handling beyond the intended resources if the runtime grants broader defaults.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The trigger phrases are broad and overlap with ordinary coaching, self-evaluation, career planning, and market-value questions, which can cause the skill to activate in contexts the user did not explicitly intend. Over-broad invocation increases the chance of unwanted instruction takeover, misleading framing, or unnecessary collection of personal career and financial information.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The entire assessment content is presented only in Chinese, with no indication that other languages are supported or that Chinese is optional. Under the stated policy, forcing a specific language without user opt-in is a natural-language policy violation unless the locale constraint is explicitly justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
87% confidence
Finding

The skill’s natural-language interface and instructions are entirely in Chinese, with no indication that the user may choose another language or that the locale restriction is intentional and justified. Under the policy, forcing a specific language without user opt-in can be 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
88% confidence
Finding

The file presents the skill name and description in Chinese while the default prompt is fixed in English, which can impose a language choice without documenting user preference or locale handling. This may violate language/locale policy expectations when the skill does not explicitly offer a language option or justify the constraint.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
81% confidence
Finding

This manifest file includes a generic invocation phrase for running the assessment, but it does not define any explicit trigger scope, activation constraints, or negative examples. In a manifest context, the absence of specificity can make it unclear when the skill should activate versus when similar everyday assessment requests should not invoke it.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
92% confidence
Finding

This code embeds all user-facing output labels and tier descriptions in Chinese, which forces a specific language/locale for anyone using the skill. The policy allows locale constraints only when documented and justified or when the user is given a choice, neither of which is present in this file.

Content

No source excerpt is available for this finding.