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Security audit

Work Productivity Proactive Agent Workflow Helper

Security checks for vulnerabilities and agentic risk

Overview

This skill offers ordinary workflow guidance, with broad activation keywords that may cause irrelevant selection but no material security concern in the inspected files.

Expect general planning guidance. Use explicit invocation to avoid unwanted selection, and review any generated automation against your actual task before running it.

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 (6)

The invocation keywords include everyday terms such as `task`, `needs`, and `transform` without activation constraints.

Medium
Category
Trigger Abuse
Confidence
93% confidence
Finding

The usage section lists broad keywords that can occur in unrelated requests, without explaining whether they independently activate the skill. Although longer trigger sentences are provided, there are no exclusions or contextual requirements limiting these keywords to Proactive Agent workflow assistance.

Content

No source excerpt is available for this finding.

Activation keywords overlap with ordinary requests and lack domain-specific constraints.

Medium
Category
Trigger Abuse
Confidence
99% confidence
Finding

The trigger list includes everyday words such as task, needs, transform, followers, and partners, which can occur in requests unrelated to proactive-agent workflows. Line 4 reinforces this broad activation scope, and the skill provides no exclusion conditions to prevent unintended invocation.

Content

No source excerpt is available for this finding.

Everyday keywords can activate the skill outside its intended proactive-agent workflow context.

Medium
Category
Trigger Abuse
Confidence
99% confidence
Finding

The trigger list includes broad terms such as task, transform, needs, followers, and partners, which commonly appear in unrelated requests. Line 4 also authorizes activation on generic keywords, and the skill provides no exclusions or requirement that these terms occur in a proactive-agent context.

Content

No source excerpt is available for this finding.

Implicit invocation is enabled, but the description does not define a clear activation scope.

Medium
Category
Trigger Abuse
Confidence
93% confidence
Finding

Implicit invocation is enabled while the supplied skill description includes broad activation terms such as "task," "transform," and "proactive," which could cause the skill to activate on unrelated requests. This creates a routing and instruction-scope weakness, but the provided YAML contains no executable actions, sensitive-data access, or malicious instructions, so direct security impact is limited on the available evidence.

Content

No source excerpt is available for this finding.

Usage keywords include everyday terms without activation constraints.

Medium
Category
Trigger Abuse
Confidence
94% confidence
Finding

The usage keywords include broad terms such as 'task', 'needs', and 'transform' without requiring a connection to Proactive Agent workflows. If used for automatic skill selection, these triggers could activate this skill for unrelated requests, displacing more appropriate skills and introducing irrelevant workflow instructions. The risk is limited because the supplied content describes ordinary planning and validation, with no instructions for privileged execution, data disclosure, or destructive actions.

Content

No source excerpt is available for this finding.

The usage keywords include generic terms that can cause unrelated requests to activate the skill.

Low
Category
Trigger Abuse
Confidence
95% confidence
Finding

Generic activation terms such as 'task', 'transform', and 'needs' can cause this skill to be selected for unrelated requests if keyword-based routing is used. This creates a low-impact scope-control weakness that could divert the assistant from the user's intended workflow, although the provided README contains no malicious execution instructions or evidence of data exposure.

Content

No source excerpt is available for this finding.