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Security audit

CRM Pipeline Manager

Security checks for vulnerabilities and agentic risk

Overview

This skill is a local CRM assistant that stores sales pipeline data in plaintext JSON, with no evidence of remote execution, exfiltration, or hidden behavior.

Install only if you are comfortable keeping CRM records in local plaintext JSON files. Use clear CRM-oriented commands, review confirmations carefully, and keep the data directory out of public repositories or shared backups if it contains prospect, contact, or revenue information.

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
  • 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
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (3)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The README uses broad natural-language examples such as adding leads, logging proposals, and setting reminders without defining clear trigger boundaries or exclusions. In an agentic environment, overly general conversational triggers can cause unintended activation from ordinary discussion or pasted text, leading to accidental creation, modification, or closure of CRM records.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill instructs the agent to parse ordinary natural-language mentions of leads, deals, contacts, and sales activities into structured CRM actions, which creates an overly broad activation surface. In a chat environment, routine discussion about sales could be misinterpreted as a command, causing unintended reads or writes to the local CRM database and accidental persistence of sensitive business information.

Content

No source excerpt is available for this finding.

Missing User Warnings

Low
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill encourages users to enter names, companies, deal values, follow-up details, and pipeline status, but the description does not clearly warn that this constitutes storage of potentially sensitive business and personal data. Even with a 'local-first' claim, users may unknowingly expose prospect information, revenue figures, or confidential sales activity to local logs, backups, or shared devices.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.