Product Validation Planner

• Outcome: Pass
• Latest audit: Jul 29, 2026 · 7:42 AM UTC
• Version: 0.20260729.110214

Overview

This skill is a simple product-validation planning guide with no executable code, data access, persistence, or hidden privileged behavior.

Installers should understand that this skill may activate for broad product, startup, SaaS, prototype, or validation requests. That may be noisy, but the reviewed artifacts only provide planning guidance and do not add privileged automation or data access.

SkillSpector

By NVIDIA

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 (8)

Vague Triggers

Medium

• Confidence: 93% confidence
• Finding: The trigger sentences are generic and phrased broadly enough that the skill may activate for loosely related requests, causing inappropriate invocation and confusing routing behavior. In an agent system, over-broad activation can override more suitable skills, produce irrelevant business guidance, and increase the chance that user input is handled by the wrong workflow.

Vague Triggers

Medium

• Confidence: 88% confidence
• Finding: The trigger phrases are broad, partially generic, and include natural-language prompts that could match ordinary user requests outside the intended scope. This increases the chance of unintended invocation, causing the agent to apply the skill in contexts where it was not explicitly requested and potentially steering workflows or outputs inappropriately.

Vague Triggers

Medium

• Confidence: 92% confidence
• Finding: The skill description is broad enough to match many ordinary business, product, and planning requests, increasing the chance of unintended invocation. Overbroad activation can route users into a specialized workflow when it is not appropriate, causing prompt-scope confusion and making it easier for a skill to influence responses outside its intended domain.

Vague Triggers

Medium

• Confidence: 96% confidence
• Finding: The trigger keywords are highly generic terms such as validation, prototype, saas, and startup, which are common across many benign conversations. This creates a significant risk of accidental or excessive skill activation, letting the skill capture requests far beyond its intended scope and potentially override more relevant instructions or tools.

Vague Triggers

Medium

• Confidence: 91% confidence
• Finding: The trigger keywords are broad, generic business/product terms such as 'validation', 'prototype', 'saas', and 'startup', which can match many ordinary conversations and cause the skill to activate outside its intended scope. Over-broad activation can lead to prompt/skill hijacking at the routing layer, unexpected behavior, or the skill being selected when a more appropriate and safer skill should handle the request.

Vague Triggers

Medium

• Confidence: 87% confidence
• Finding: The invocation description says to use the skill for broad categories like business-and-operations, product idea, validation, prototype, and saas, without clearly defining boundaries or exclusion conditions. This ambiguity increases the chance of accidental invocation, causing the system to apply the wrong workflow to unrelated requests and potentially exposing users to irrelevant or lower-priority instructions.

Vague Triggers

Medium

• Confidence: 93% confidence
• Finding: The skill enables implicit invocation but does not define narrow, explicit trigger constraints, making it easier for the agent to call the skill in response to broad or ambiguous user requests. Because this skill operates in business, product, and implementation planning contexts, unintended invocation could expose users to over-broad automation, unexpected actions, or prompt-routing abuse from adversarial inputs embedded in normal conversation.

Vague Triggers

Medium

• Confidence: 94% confidence
• Finding: The trigger phrases are extremely broad and map to common user requests like 'help me' or 'I need a practical workflow,' which can cause the skill to activate outside its intended scope. Overbroad activation increases the chance that unrelated conversations are routed through this skill, creating prompt-routing confusion and making any future unsafe behavior in the skill easier to invoke unintentionally.

VirusTotal

64/64 vendors flagged this skill as clean.

Static analysis

No suspicious patterns detected.