other
Warning
- Location
scripts/pdd.sh:122- Finding
Generation of Unsupported Commercial Claims and Fabricated Social Proof
- Content
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- Remediation
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Security audit
Pinduoduo Listing
Security checks for vulnerabilities and agentic risk
Overview
This skill needs review because it generates misleading marketplace claims and incentivized review requests, and one helper logs user inputs locally without clear notice.
Before installing, treat generated copy only as drafts. Do not publish sales numbers, review rates, scarcity statements, guarantees, or testimonials unless you can verify them, and avoid using the review-incentive templates unless current marketplace rules and law clearly allow them. Be aware that the pinduoduo-listing helper can store command inputs in a local history file.
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 (2)
other
Warning
- Location
scripts/pdd.sh:490- Finding
Financial Incentives for Reviews and Follow-Up Reviews
- Content
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- Remediation
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Vulnerability Patterns
- MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
- 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
Findings (6)
Natural-Language Policy Violations
Medium
- Category
- Not specified by scanner
- Confidence
- 93% confidence
- Finding
This shell/Python script presents its help text, prompts, and generated output entirely in Chinese, and its stated purpose is specific to 拼多多 content generation. The file does not offer user opt-in, language selection, or explain a justified locale restriction, which fits the language/locale policy-violation category.
- Content
Missing User Warnings
Medium
- Category
- Not specified by scanner
- Confidence
- 94% confidence
- Finding
User-provided content is written persistently to a local history file without any user-facing notice or consent. If users enter sensitive draft text, campaign plans, proprietary ideas, or accidental secrets in arguments, those values remain on disk and may be exposed to other local users, backups, or forensic review.
- Content
Natural-Language Policy Violations
Low
- Category
- Not specified by scanner
- Confidence
- 82% confidence
- Finding
The natural-language description repeatedly presents the skill content in both Chinese and English, but does not state whether output will follow the user's preferred language or allow opt-in to a specific locale. Under the language/locale policy, forcing or assuming a language without user choice can be a policy concern.
- Content
Intent-Code Divergence
Low
- Category
- Not specified by scanner
- Confidence
- 84% confidence
- Finding
The file-level comment and help text present the tool as a content-generation assistant, while the implementation additionally creates a data directory and records command arguments to a history log. That persistence behavior is not just omitted detail in one function; it is a cross-cutting behavior that affects all commands and changes the tool's effective intent.
- Content
Natural-Language Policy Violations
Low
- Category
- Not specified by scanner
- Confidence
- 61% confidence
- Finding
The script is explicitly branded for 'pinduoduo', which suggests a locale-specific usage context, but there is no natural-language indication that users can choose another language or locale. If organizational policy requires avoiding forced locale assumptions without opt-in, this wording can be read as imposing a specific locale context.
- Content
Intent-Code Divergence
Low
- Category
- Not specified by scanner
- Confidence
- 91% confidence
- Finding
The file is primarily informational content, but the closing line introduces an undocumented command interface (
pdd.sh help). In an agent/skill context, this can mislead users or downstream systems into trusting and invoking a command surface that is not described or validated here, creating confusion and potential unsafe command execution if such a script exists elsewhere.- Content