Work Productivity Nano Banana Workflow Helper

• Outcome: Pass
• Latest audit: Sep 8, 2026 · 5:33 AM UTC
• Version: 0.20260908.51704

Overview

This is a documentation-only workflow helper with overly broad trigger wording, but it does not install code, seek credentials, persist, or perform hidden actions.

Before installing, consider tightening the activation language or invoking it explicitly only for Nano Banana Pro-style workflow work. The main risk is accidental activation and irrelevant guidance, not malware-like behavior.

A.I.G

Vulnerability Patterns

• Skill Instruction Hijacking: Alters the agent's session goals or safety constraints when the skill loads
• Agent Memory Poisoning: Writes attacker-controlled rules into memory that affect later sessions
• Remote Payload Retrieval and Execution: Fetches external code whose behavior can change after review
• Embedded Malicious Code: Ships malicious scripts inside the skill and executes them locally
• Unauthorized Access and Privilege Escalation: Obtains permissions beyond the task's legitimate needs

SkillSpector

Vulnerability Patterns

• Trigger Abuse: Overly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
• Prompt Injection: Instruction Override, Hidden Instructions, Exfiltration Commands
• Data Exfiltration: External Transmission, Env Variable Harvesting, File System Enumeration
• Privilege Escalation: Excessive Permissions, Sudo/Root Execution, Credential Access
• Supply Chain: Unpinned Dependencies, External Script Fetching, Obfuscated Code

Findings (10)

Vague Triggers

Medium

• Confidence: 93% confidence
• Finding: The trigger phrases are broad and include generic terms like "nano," "pro," "generate," "edit," and "bug fix," which can cause the skill to activate for many unrelated everyday requests. This creates routing ambiguity and may override or intercept more appropriate skills, reducing reliability and potentially exposing users to unintended instructions or outputs in contexts where this skill is not the best fit.

Vague Triggers

High

• Confidence: 94% confidence
• Finding: The trigger phrases are broad, generic, and include common words such as 'help', 'practical workflow', 'generate', 'edit', and 'bug fix', which can cause the skill to activate outside its intended scope. In an agent ecosystem, this raises the risk of accidental invocation, prompt-routing errors, and unintended application of the skill to unrelated user requests.

Vague Triggers

High

• Confidence: 97% confidence
• Finding: The trigger list includes extremely generic terms such as 'nano', 'banana', 'pro', 'generate', 'edit', and 'images', which are common in unrelated user requests. This makes unintended invocation likely, causing the agent to route tasks into this skill outside its intended scope and potentially produce irrelevant or unsafe workflow guidance.

Vague Triggers

High

• Confidence: 94% confidence
• Finding: The description says to use the skill whenever a user asks for broad terms like work-productivity, nano, banana, pro, or any practical workflow, artifact, checklist, analysis, or implementation support. That scope is so expansive that it can hijack many unrelated requests, leading to misrouting and unsafe over-application of the skill's instructions.

Vague Triggers

Medium

• Confidence: 87% confidence
• Finding: The example trigger sentences are truncated, malformed, and do not clearly demonstrate valid activation conditions. Poor examples increase the chance that downstream systems or maintainers implement unreliable matching behavior, which compounds accidental invocation and inconsistent routing.

Vague Triggers

High

• Confidence: 97% confidence
• Finding: The trigger list includes extremely broad, common terms like 'nano', 'banana', 'pro', 'generate', 'edit', and 'images', which can cause the skill to activate for many unrelated user requests. Over-broad activation can route users into the wrong workflow, increasing the chance of irrelevant guidance, unintended actions, or interference with other skills.

Vague Triggers

Medium

• Confidence: 90% confidence
• Finding: The description says to use the skill when users mention broad terms like work-productivity, nano, banana, or pro, or when they need practical workflow or analysis support, but it does not clearly define exclusion conditions or scope boundaries. This ambiguity makes accidental invocation more likely and can cause the skill to engage outside its intended context.

Vague Triggers

Medium

• Confidence: 92% confidence
• Finding: The skill enables implicit invocation while using very broad trigger language such as generic work-productivity terms and requests for practical workflows, checklists, analyses, or implementation help. This can cause the agent to invoke the skill in contexts the user did not clearly intend, increasing the chance of prompt-scope confusion, unwanted tool use, or routing sensitive work into a loosely scoped skill.

Vague Triggers

Medium

• Confidence: 95% confidence
• Finding: The trigger sentences are written in broad, natural language that could match many ordinary user requests rather than a narrowly defined use case. This can cause unintended activation of the skill, leading the agent to apply this workflow in irrelevant contexts and potentially override better-matched skills or introduce unsafe assumptions into unrelated tasks.

Vague Triggers

Medium

• Confidence: 97% confidence
• Finding: The invocation guidance uses a generic keyword list including common terms like 'nano', 'banana', 'pro', 'generate', and 'edit', which are likely to collide with unrelated user prompts. In a routing system, this increases the chance of accidental skill selection, mis-scoped execution, and confusing or low-quality outputs when the skill is invoked outside its intended requirement boundary.

Static analysis

No suspicious patterns detected.