Back to skill

Security audit

Autoblogging.ai

Security checks for vulnerabilities and agentic risk

Overview

The article workflow is well scoped, but setup directs the agent to run an unchecked remote installer without separate approval.

Review and explicitly approve a verified CLI installation before allowing setup. Review or disable its automatic bundled-skill synchronization, and consider OOMOL's access to article requests and connected accounts. Article creation already requires your approval. The downloaded installers and external connector implementation were not verified.

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
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
  • Output HandlingUnvalidated Output Injection, Cross-Context Output, Unbounded Output
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
Findings (4)

Description-Behavior Mismatch

High
Category
MCP Tool Poisoning
Confidence
98% confidence
Finding

The supplied command executes an external installer associated with Oomol, with no visible connection to Autoblogging.ai or its data operations. The supplied chunk does not establish this installation as a supporting dependency of the declared service. The downloaded script's additional behavior cannot be determined from the command alone.

Content

No source excerpt is available for this finding.

External Script Fetching

High
Category
Supply Chain
Confidence
99% confidence
Finding

Piping the downloaded installer directly into bash executes mutable remote content without checking a pinned version, signature, or trusted digest. HTTPS protects transport but does not prevent a compromised installer host or release pipeline from delivering code that accesses local files, credentials, or other resources available to the process.

Content

Scanner excerpt · SKILL.md (reported line 56)May include surrounding context.

First-time setup instructs the agent to execute downloaded installation scripts without a system-integrity warning or user approval.

Medium
Category
Output Handling
Confidence
97% confidence
Finding

On a missing-command error, the skill directs installation through remotely downloaded shell or PowerShell code without explicitly obtaining approval for local system changes. This expands an Autoblogging.ai task into arbitrary code execution with the agent's privileges; the conditional setup trigger reduces exposure but does not authorize that expansion.

Content

No source excerpt is available for this finding.

Autonomous Decision Making

Medium
Category
Excessive Agency
Confidence
80% confidence
Finding

Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.

Content

Scanner excerpt · SKILL.md (reported line 77)May include surrounding context.

md
- **`OOMOL_INSUFFICIENT_CREDIT`** — OOMOL billing stop. Recharge at `https://console.oomol.com/billing/token-recharge` before retrying.

- **HTTP 402 without `OOMOL_INSUFFICIENT_CREDIT`** — the third-party account itself has no active plan or credit. Report the provider error message as is; do not ask the user to recharge OOMOL.

## Resources