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Security audit

EasyClass Auto-Improve

Security checks for vulnerabilities and agentic risk

Overview

The skill is not clearly malicious, but it tells an agent to automatically reset, edit, push, and possibly deploy code without enough safeguards.

Install only in a disposable or well-protected repository, preferably on a dedicated branch or isolated worktree with limited credentials. Do not give it production deployment credentials or direct protected-branch push rights unless you add explicit approval, backup, and review gates.

Vulnerability Patterns
  • Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs
  • 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

Error
Location
SKILL.md:38
Finding

Destructive Git Synchronization Can Erase Local Work

Content
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Remediation
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T05 · Unauthorized Access and Privilege Escalation

Error
Location
SKILL.md:43
Finding

Automated Push and Deployment Lack Explicit Authorization Boundaries

Content
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Remediation
View remediation
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)

Missing User Warnings

High
Category
Not specified by scanner
Confidence
97% confidence
Finding

The workflow explicitly instructs a forced sync using git fetch + reset --hard + pull, which can discard local uncommitted changes and overwrite user work. In an automated skill that runs periodically, this is especially dangerous because it normalizes destructive repository operations without any explicit warning, confirmation, backup, or safety check.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The skill body is written entirely in Chinese and does not indicate that the user can choose another language or locale. This creates a language-policy concern because it implicitly constrains usage to a specific language without opt-in.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
86% confidence
Finding

The skill states it will read and update TASKS.md as part of normal operation but does not clearly warn users that their project files will be modified automatically. In a recurring automation context, silent file modification can lead to unintended edits, workflow corruption, or loss of user trust, especially if the board format differs from expectations.

Content

No source excerpt is available for this finding.