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Security audit

Kalodata

Security checks for vulnerabilities and agentic risk

Overview

This Kalodata connector is mostly coherent, but its setup instructions include unverified remote installer scripts that can execute code on the user's machine.

Review the oo CLI installation path before using this skill. Prefer verified official install instructions, pinned releases, or checksum/signature validation instead of running the provided pipe-to-shell commands. Once the CLI is installed and authenticated, the listed Kalodata actions are disclosed and mostly read-only, but they may query account-linked analytics and credit information.

A.I.G

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

SkillSpector

Vulnerability Patterns
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (2)

External Script Fetching

High
Category
Supply Chain
Confidence
98% confidence
Finding

The skill instructs users to install software via a remote script piped directly into a shell, which executes network-fetched code without prior verification. If the install endpoint, transport, DNS, or hosting were compromised, this could lead to arbitrary code execution on the user's machine with the user's privileges.

Content

Scanner excerpt · SKILL.md (reported line 75)May include surrounding context.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The description says to use this skill for "ANY Kalodata request" and "Whenever a task involves Kalodata," which is a very broad activation condition without boundaries or negative examples. In a manifest file, this can cause unintended invocation for loosely related mentions of Kalodata rather than clearly scoped requests.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.