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Security audit

Deep Work Orchestrator

Security checks for vulnerabilities and agentic risk

Overview

This is a plain-language productivity coaching skill with no code, tools, persistence, or hidden data access.

Before installing, consider that the skill is written for Chinese-language interaction and may activate for broad deep-work or productivity planning requests. It does not appear to run code or access local data, but users should still avoid sharing sensitive workplace or personal information unless needed for the advice they want.

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 (2)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The description, usage, instructions, examples, and boundaries all prescribe a single language experience through Chinese-only natural language content. There is no opt-in language selection or explanation that this skill is intentionally limited to Chinese-speaking users or a specific region.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The invocation guidance lists broad situations such as planning work blocks, analyzing attention patterns, and building habits, which overlap with common productivity conversations. The file does not provide specific trigger phrases, scope constraints, or negative examples to distinguish this skill from ordinary coaching or scheduling requests.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.