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Security audit

Career Success Predictor 职业匹配评估

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed career self-assessment that asks user-directed questions and creates a local report, with no evidence of hidden execution, external sharing, or persistence beyond the generated file.

Before installing, be aware that the assessment may ask for personal career, financial runway, family constraint, and readiness details, and the generated local report may contain that information. Review the report before sharing it. The skill does not show evidence of sending data externally or running hidden code.

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
  • 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
Findings (4)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The invocation examples are broad, everyday phrases such as career uncertainty questions, which can plausibly appear in normal conversation and unintentionally trigger the skill. Because this skill solicits personal career and life-context information through a 10-question assessment and generates a saved report, accidental activation could lead to unnecessary collection or persistence of sensitive user data.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The trigger description is unusually broad and includes highly common, ambiguous phrases such as general uncertainty about career direction, career switching, and multilingual variants. This can cause the skill to activate in contexts where the user did not explicitly request this specific assessment, increasing the risk of inappropriate interception, overreach, and confusing or intrusive guidance in sensitive life-decision conversations.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
0% confidence
Finding

Reviewed the natural-language content for locale or language restrictions. The file describes support for multiple languages rather than mandating one, so this does not meet the threshold for a finding.

Content

No source excerpt is available for this finding.

Scope Creep

Low
Category
Excessive Agency
Confidence
70% confidence
Finding

Skill's behavior or capabilities extend beyond its stated purpose. Scope creep allows an agent to perform actions unrelated to its documented functionality, increasing the attack surface.

Content

Scanner excerpt · LICENSE (reported line 9)May include surrounding context.

text
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Static analysis

No suspicious patterns detected.