Security audit

story-deslop：网文去 AI 味

Security checks for vulnerabilities and agentic risk

Overview

The skill is rated benign with medium confidence; scanners found no direct issues in the completed AIG scan, while Skillspector flagged incomplete inspection of some referenced scripts.

The verdict is benign, but confidence is medium and inspection was partial: Skillspector fully inspected 10 of 14 components, and its tool-misuse analysis was degraded. Consider this uncertainty when deciding whether to install.

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

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
Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep

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 45)May include surrounding context.
md
node scripts/check-ai-patterns.js --check --fail-on=blocking <正文文件...>

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 95)May include surrounding context.
md
node scripts/check-ai-patterns.js --check --fail-on=blocking <正文文件...>

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 96)May include surrounding context.
md
node scripts/check-degeneration.js --check --fail-on=blocking <正文文件...>

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 106)May include surrounding context.
md
node scripts/normalize-punctuation.js <正文文件...>