Security audit

Weather Longli

Security checks for vulnerabilities and agentic risk

Overview

This skill is a straightforward Longli County weather-and-clothing-advice reporter with disclosed cron use and no evidence of hidden access, exfiltration, or destructive behavior.

Install only if you want a Chinese-language Longli County weather cron report. Prefer running it in a virtual environment, consider pinning dependencies, and switch the weather endpoint to HTTPS if supported because the current HTTP source can be tampered with on the network.

A.I.G

Vulnerability Patterns

Insecure DependenciesIntroduces malicious components through unsafe dependency sources
Insecure Skill Coding PracticesFinds exploitable flaws such as hardcoded secrets or command injection
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

Findings (2)

T09 · Insecure Skill Coding Practices

Warning

Location: scripts/crawl_longli_weather.py:20
Finding: Weather Data Retrieved Over Unencrypted HTTP
Content: View full analysis
Remediation: View remediation

T08 · Insecure Dependencies

Note

Location: SKILL.md:65
Finding: Unpinned Third-Party Python Dependencies
Content: View full analysis
Remediation: View remediation

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 (2)

Natural-Language Policy Violations

Low

Category: Not specified by scanner
Confidence: 90% confidence
Finding: The message template strings are all hard-coded in Chinese, which imposes a specific language on the skill's user-facing output. The file does not indicate that language is configurable or that the skill is intentionally limited to a Chinese-speaking or region-specific audience.
Content: No source excerpt is available for this finding.

Natural-Language Policy Violations

Low

Category: Not specified by scanner
Confidence: 96% confidence
Finding: This Python skill is entirely written for Chinese-language interaction, including comments, docstrings, and all user-facing return strings such as the advice text. The file does not offer any language choice or document that it is intentionally limited to a Chinese-speaking or region-specific context, which creates a natural-language locale policy concern under the stated rule.
Content: No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.