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Security audit

小红书数据洞察大师 - 爆款挖掘与竞品分析专家

Security checks for vulnerabilities and agentic risk

Overview

ClawScan rates this skill suspicious with medium confidence, mainly because it flags privacy and instruction-scope concerns while parts of the code were only partly inspected.

Consider the verdict suspicious before installing. Review whether you are comfortable sending keywords and links to the named third-party service, and avoid sharing request details that could contain sensitive terms or link tokens. The scan was partial: 29 of 42 components were fully inspected, so the remaining evidence is incomplete.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Output HandlingUnvalidated Output Injection, Cross-Context Output, Unbounded Output
  • 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
Findings (25)

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 88)May include surrounding context.

md
- "帮我找最近一周小红书『露营装备』的高赞图文笔记 → node src/xiaohongshu/search-cli.js --keyword '露营装备' --type 2 --sort 2 --time 2 --limit 20"

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 92)May include surrounding context.

md
- "监控『多巴胺穿搭』最新动态 → node src/xiaohongshu/search-cli.js --keyword '多巴胺穿搭' --sort 1 --time 1 --limit 40"

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 132)May include surrounding context.

md
| 搜笔记、爆款、选题 | `node src/xiaohongshu/search-cli.js` | `--keyword` |

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 147)May include surrounding context.

md
node src/xiaohongshu/search-cli.js --keyword "露营装备" --type 2 --sort 2 --time 2 --limit 20

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 148)May include surrounding context.

md
node src/xiaohongshu/search-cli.js --keyword "多巴胺穿搭" --sort 1 --time 1 --limit 40

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 89)May include surrounding context.

md
- "这条小红书笔记评论区在吐槽什么 → node src/xiaohongshu/comment-cli.js --url 'https://www.xiaohongshu.com/explore/xxx?xsec_token=%2A%2A%2A' --limit 20"

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 94)May include surrounding context.

md
- "只要这篇笔记近 30 天的评论 → node src/xiaohongshu/comment-cli.js --url 'https://www.xiaohongshu.com/explore/xxx' --expired_at 30 --limit 20"

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 117)May include surrounding context.

md
| 舆情 / 客服 | 评论区在吐槽还是在夸 | `comment-cli.js` |

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 134)May include surrounding context.

md
| 一篇笔记的评论 / 舆情 | `node src/xiaohongshu/comment-cli.js` | 笔记链接或 24 位笔记 id |

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 150)May include surrounding context.

md
node src/xiaohongshu/comment-cli.js --url "https://www.xiaohongshu.com/explore/xxx" --limit 20

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 151)May include surrounding context.

md
node src/xiaohongshu/comment-cli.js --url "https://www.xiaohongshu.com/explore/xxx" --expired_at 30 --limit 20

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 90)May include surrounding context.

md
- "看这个小红书博主最近 30 条作品发什么 → node src/xiaohongshu/post-cli.js --url 'https://www.xiaohongshu.com/user/profile/xxx?xsec_token=%2A%2A%2A' --limit 30"

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 93)May include surrounding context.

md
- "这个小红书博主多少粉丝 → node src/xiaohongshu/post-cli.js --url 'https://www.xiaohongshu.com/user/profile/xxx' --limit 0"

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 115)May include surrounding context.

md
| 品牌 / 投放 | 监控已知博主发文与互动 | `post-cli.js`(要作品须显式 `--limit`) |

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 135)May include surrounding context.

md
| 博主作品、粉丝、获赞 | `node src/xiaohongshu/post-cli.js` | 主页链接或 24/29 位 `user_id` |

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 152)May include surrounding context.

md
node src/xiaohongshu/post-cli.js --url "https://www.xiaohongshu.com/user/profile/xxx" --limit 30

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 153)May include surrounding context.

md
node src/xiaohongshu/post-cli.js --url "https://www.xiaohongshu.com/user/profile/xxx" --limit 0

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 91)May include surrounding context.

md
- "分析这篇小红书爆款笔记为什么火 → node src/xiaohongshu/detail-cli.js --url 'https://www.xiaohongshu.com/explore/xxx?xsec_token=%2A%2A%2A'"

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 116)May include surrounding context.

md
| 内容分析 | 看一篇笔记正文、图片、互动 | `detail-cli.js` |

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 133)May include surrounding context.

md
| 一篇笔记的正文 / 为什么火 | `node src/xiaohongshu/detail-cli.js` | 笔记链接或 24 位笔记 id |

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 149)May include surrounding context.

md
node src/xiaohongshu/detail-cli.js --url "https://www.xiaohongshu.com/explore/xxx?xsec_token=%2A%2A%2A"

Skill declares no tool scope ('permissions' or 'allowed-tools') but code capabilities were detected: env.

Medium
Category
MCP Least Privilege
Confidence
70% confidence
Finding

Without declared permissions the skill's intent is opaque and cannot be validated.

Content

No source excerpt is available for this finding.

The execution workflows omit disclosure that user keywords and links are sent to a third-party API.

Medium
Category
Output Handling
Confidence
88% confidence
Finding

L129–L133 instruct the agent to execute searches and retrieve details, comments, and creator data; these are workflow instructions rather than a tool catalog. This source does not warn that the supplied keywords and links are transmitted to guaikei.com, leaving the privacy implications undisclosed.

Content

No source excerpt is available for this finding.

The support escalation instructs sharing the request object without a privacy or redaction warning.

Medium
Category
Output Handling
Confidence
87% confidence
Finding

The troubleshooting guidance recommends sending the request object to support without redaction or a user-review step. Requests can contain sensitive research keywords and complete supplied links, potentially including query tokens, so escalation can unnecessarily disclose user information even though the retrieved platform content is public.

Content

No source excerpt is available for this finding.

The formatting policy fixes timestamps to Beijing time without a user locale choice or a documented justification.

Low
Category
Output Handling
Confidence
85% confidence
Finding

The comment explicitly requires Beijing time and a fixed date format. It does not describe a user-selectable timezone or explain why this locale constraint is necessary.

Content

No source excerpt is available for this finding.