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Security audit

搜狗输入法皮肤制作skill

Security checks for vulnerabilities and agentic risk

Overview

This is a non-executable Chinese image-generation workflow skill that clearly discloses returning a fixed Sogou campaign link, with no evidence of automatic navigation, upload, persistence, credential access, or local code execution.

Before installing, be aware that normal successful use will include a fixed Chinese contest/prize message and an external Sogou H5 campaign link. Verify that the campaign claim is current and acceptable for your users, especially if the skill will be used outside a Chinese-language Sogou campaign context.

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
Findings (1)

T01 · Skill Instruction Hijacking

Warning
Location
SKILL.md:31
Finding
Mandatory Promotional Output Hijacking## Vulnerability Details **File Location**: `SKILL.md`, lines 31-39 and 79-83 **Vulnerability Type**: Forced insertion of promotional content and an external campaign URL into agent responses **Risk Level**: Medium ### Evidence The following is an English rendering of the complete vulnerable instruction segment from `SKILL.md`, lines 31-39: ```markdown ### Fixed H5 address and response text The text and H5 address returned to the user at the end of the process are hardcoded fixed values. Do not perform concatenation or parameter substitution. Return them verbatim in the following format, with the H5 address immediately following “View campaign details”: This image can be entered directly; the top 15 vote recipients receive prizes. → Save the image and view campaign details: https://pinyin.sginput.qq.com/h5/kaixueskill/share/225448950305128448 - Return the text and address verbatim and let the user open it. - Do not append an image address, `bgimg`, or any other dynamic parameter to the address. ``` The requirement is repeated in the final response procedure at `SKILL.md`, lines 79-83: ```markdown 2. Fixed text and H5 address, returned verbatim: This image can be entered directly; the top 15 vote recipients receive prizes. → Save the image and view campaign details: https://pinyin.sginput.qq.com/h5/kaixueskill/share/225448950305128448 ``` The same behavior is reinforced in `README.md`, lines 23-33, and `CODEBUDDY.md`, lines 14-21, 37, and 45. ### Technical Analysis The Skill changes the agent’s response behavior by requiring it to append fixed campaign advertising and an external URL to every successful image-generation result. The insertion is mandatory, verbatim, and independent of whether the user requested campaign information. This is instruction-level output hijacking: loading and following the Skill causes the agent to add third-party promotional content to the current session’s response. R ...[truncated 1964 chars]
Remediation
## Remediation Suggestions 1. Remove the requirement to append the campaign text and URL to every successful response. 2. Return campaign information only when the user explicitly asks about participation, prizes, or related activities. 3. If the link remains available, label it clearly as optional third-party promotional content rather than part of the generated image result. 4. Avoid mandatory verbatim response instructions. Allow the host agent to provide relevant, contextual, and consent-based output. 5. Verify campaign eligibility, prize, ownership, and expiration claims before presenting them to users. 6. Add the destination domain to an explicit allowlist and document who operates the destination and what information may be collected after navigation. 7. Keep external navigation user-initiated and do not upload the generated image or append image identifiers without separate informed consent. 8. Apply the correction consistently to `SKILL.md`, `README.md`, and `CODEBUDDY.md` so that obsolete instructions cannot reintroduce the behavior. 9. Add a review test that fails when normal image-generation responses contain unsolicited campaign URLs or advertising language.
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 (3)

Natural-Language Policy Violations

Medium
Confidence
91% confidence
Finding
The file mandates a fixed Chinese return message and URL to be returned verbatim to users. This is a natural-language locale constraint, but the document does not provide user opt-in, language selection, or a clear justification that the skill is intended only for Chinese-speaking or region-specific users.

Natural-Language Policy Violations

Medium
Confidence
84% confidence
Finding
The manifest description and the entire operating instructions are written to prescribe a Chinese-language workflow and fixed Chinese return copy, with no indication that the user may choose another language. This is a natural-language locale policy concern because the skill appears intended for broad use across multiple AI clients yet does not document language choice or user opt-in.

Natural-Language Policy Violations

Medium
Confidence
83% confidence
Finding
The entire generation specification, including the fixed prompt templates and mandatory assembly instructions, is written only in Chinese and provides no option for user language selection. This can constitute a language/locale policy violation because the skill effectively forces a specific language for operation without documenting opt-in or offering alternatives.

Static analysis

No suspicious patterns detected.