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Security audit

Eden AI

Security checks for vulnerabilities and agentic risk

Overview

This skill needs review because setup directly executes unverified remote code and its safety rules treat potentially paid AI generation as a read-only action.

Review and verify the CLI installation before allowing automatic setup, and check its skill-synchronization settings because it can affect other agent installations. Authorize chat generation deliberately, with suitable spending limits, and submit only content you intend the OOMOL/Eden AI integration to process. The complete bundled artifact was inspected; remote installer and hosted-service behavior remain unverified. No malicious behavior was established.

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 (6)

Description-Behavior Mismatch

High
Category
MCP Tool Poisoning
Confidence
99% confidence
Finding

The supplied command contains no Eden AI search or read operation. Instead, it fetches and executes an installer from a different service. This introduces an undeclared installation and remote-code-execution capability, with no supplied evidence that it is a supporting implementation detail for Eden AI access. The downloaded script's further behavior cannot be determined from this chunk.

Content

No source excerpt is available for this finding.

Description-Behavior Mismatch

High
Category
MCP Tool Poisoning
Confidence
84% confidence
Finding

The supplied chunk only initiates CLI login; it contains no Eden AI search, read, or integration behavior. Authentication could be a supporting implementation detail if its relationship to Eden AI were established, but that relationship is not demonstrated here. The command alone does not establish credential theft or other malicious behavior.

Content

No source excerpt is available for this finding.

External Script Fetching

High
Category
Supply Chain
Confidence
99% confidence
Finding

The fallback installer pipes a mutable remote script directly into Bash without version pinning, integrity verification, or review; the PowerShell alternative has the same execution pattern. Compromise of the hosting service or release pipeline could execute arbitrary code with the agent's local privileges, exposing accessible files and credentials; conditional execution reduces frequency but not the potential impact.

Content

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

The skill classifies chat-completion generation as a read operation that is safe to run without confirmation.

Medium
Category
Excessive Agency
Confidence
95% confidence
Finding

The untagged create_chat_completion action inherits the blanket instruction that untagged actions are reads and safe to run directly, although it invokes inference and can consume paid credits. This classification can lead an agent to perform billable generation under a request framed as searching or reading, bypassing the skill's safeguards for actions with effects.

Content

No source excerpt is available for this finding.

Chat-completion execution lacks a warning that user-provided content is sent to Eden AI.

Medium
Category
Output Handling
Confidence
91% confidence
Finding

The workflow instructs the agent to execute connector actions with a JSON payload, including the listed chat-completion action. Although this sends prompt or conversation content to Eden AI, the skill provides no privacy warning and instead classifies untagged actions as reads that are safe to run directly.

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