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Security audit

Work Productivity Humanizer Remove Workflow Helper

Security checks for vulnerabilities and agentic risk

Overview

This is a documentation-only workflow helper with no executable payload, though its broad implicit triggers may cause it to activate for unrelated writing or bug-fix requests.

Install only if you want a generic workflow helper for humanizer-style productivity tasks. Be aware that its implicit triggers are broad, so it may be selected for ordinary writing, editing, reviewing, or bug-fix prompts unless your agent lets you control or disable implicit invocation.

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
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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 (12)

Vague Triggers

High
Category
Not specified by scanner
Confidence
96% confidence
Finding

The manifest description says to use the skill when a user asks for broad categories such as work-productivity or practical workflow support, which are common across many benign tasks. This ambiguous 'use when' clause can cause excessive or incorrect invocation, making the skill act outside its intended scope and potentially override more appropriate skills or controls.

Content

No source excerpt is available for this finding.

Vague Triggers

High
Category
Not specified by scanner
Confidence
97% confidence
Finding

The trigger keywords are extremely broad and include common terms like writing, text, editing, reviewing, and bug fix, which can cause this skill to activate for many unrelated requests. Over-broad activation increases the chance the wrong workflow is injected into normal conversations, leading to unintended behavior, prompt-scope interference, and reduced reliability of agent routing.

Content

No source excerpt is available for this finding.

Vague Triggers

High
Category
Not specified by scanner
Confidence
96% confidence
Finding

The skill description and activation guidance are broad enough to match many unrelated user requests, increasing the chance of unintended invocation. In an agent environment, overbroad routing can cause the wrong workflow to run, leading to irrelevant actions, unsafe modifications, or bypass of more appropriate specialized skills.

Content

No source excerpt is available for this finding.

Vague Triggers

High
Category
Not specified by scanner
Confidence
98% confidence
Finding

The keyword list includes very common terms such as writing, text, editing, reviewing, and bug fix, which are too generic to safely control skill activation. These terms are likely to appear in many benign conversations, so the skill may trigger unexpectedly and interfere with routing, causing the agent to apply the wrong instructions or workflow.

Content

No source excerpt is available for this finding.

Vague Triggers

High
Category
Not specified by scanner
Confidence
97% confidence
Finding

The trigger sentence begins with a very broad everyday help request and can match many unrelated user prompts, causing the skill to activate outside its intended scope. In an agent environment, over-broad invocation can route users into unintended workflows, increasing the chance of irrelevant actions, confused delegation, or accidental application of this skill to sensitive tasks.

Content

No source excerpt is available for this finding.

Vague Triggers

High
Category
Not specified by scanner
Confidence
96% confidence
Finding

This trigger pattern is a generic request template ('I need a practical workflow for...') without meaningful scope boundaries, so ordinary productivity requests may accidentally invoke the skill. Because the skill is positioned as broadly applicable workflow support, the lack of constraints makes unintended activation more likely and reduces predictability of agent behavior.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The trigger examples are so broad and generic that they can match ordinary user requests unrelated to this specific skill, increasing the chance of accidental invocation or misrouting. In an agent ecosystem, overbroad routing can cause the wrong workflow to run, producing unintended edits or actions under the guise of a relevant productivity task.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
97% confidence
Finding

The trigger phrases are broad and partially match common user requests, which can cause the skill to activate when the user did not specifically intend to use it. In an agent ecosystem, unintended invocation can route tasks through the wrong workflow, producing irrelevant actions, confusing outputs, or unsafe automation in contexts the user did not explicitly select.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The example trigger sentences are generic and effectively restate broad help-seeking language rather than demonstrating constrained invocation boundaries. In practice, this trains or encourages invocation on vague requests, increasing false activations and making downstream agent behavior less predictable.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The example trigger phrases model vague invocation patterns and encourage activation from loosely related language instead of requiring a clearly scoped request. This trains users or calling systems to invoke the skill on underspecified prompts, increasing accidental use and misapplication of the workflow.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The default prompt is overly broad and uses generic terms like 'help me' and common workflow language, which can cause the skill to be invoked for ordinary requests outside its intended scope. Because implicit invocation is enabled, this increases the chance of accidental routing, prompt-surface expansion, and unintended influence over unrelated user tasks.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
83% confidence
Finding

The file descriptions specify separate English and Chinese instruction files, implying language-specific operation, but the README does not state that users can choose their preferred language at runtime. This can create an implicit locale constraint without explicit user opt-in.

Content

No source excerpt is available for this finding.