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Security audit

LeadIQ

Security checks for vulnerabilities and agentic risk

Overview

The LeadIQ features fit their purpose, but setup can execute unverified downloaded code and make broader agent changes without clear user control.

Review and approve the CLI installation separately, including changes to other agents' skills. Prefer a verified release and consider the documented OO_SKILLS_SYNC_DISABLED control. Using this integration entrusts LeadIQ access and query data to OOMOL. The downloaded installers and server-side connector were not verified; 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 (4)

Description-Behavior Mismatch

High
Category
MCP Tool Poisoning
Confidence
99% confidence
Finding

The supplied code contains no LeadIQ search or read operations and does not establish that the installer supports LeadIQ. Executing a remote installation script is an undeclared capability, not a demonstrated supporting implementation detail of the stated purpose. The downloaded script's further behavior cannot be determined from this chunk.

Content

No source excerpt is available for this finding.

External Script Fetching

High
Category
Supply Chain
Confidence
98% confidence
Finding

The command pipes a mutable remote script directly into Bash without pinning or verifying its contents; the PowerShell alternative has the same weakness. If the distribution endpoint or release pipeline is compromised, attacker-controlled code could run with the agent process's local permissions and access files or credentials. The documented vendor domain and missing-CLI condition make this plausible legitimate setup, but do not eliminate the supply-chain risk.

Content

Scanner excerpt · SKILL.md (reported line 59)May include surrounding context.

First-time setup executes downloaded installation scripts without a warning about system changes or remote code execution.

Medium
Category
Output Handling
Confidence
92% confidence
Finding

The fallback instructs the agent to install software by executing a remote script without requiring explicit approval or explaining the resulting local system changes. Although limited to missing-CLI errors, this expands a LeadIQ data-access task into local code execution without a clear consent boundary; this overlaps with the SC2 finding.

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 80)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