Product Validation Planner

• Outcome: Pass
• Latest audit: Aug 17, 2026 · 4:13 AM UTC
• Version: 0.20260817.40422

Overview

This is a documentation-only product validation planning skill with broad triggers but no sensitive access or automatic actions.

Install this if you want an advisory workflow for product idea validation and MVP planning. Be aware that its trigger wording is broad, so it may be selected for some general business, startup, SaaS, validation, or prototype conversations where a narrower skill might be more appropriate; review outputs as planning guidance rather than validated market evidence.

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 (10)

Vague Triggers

Medium

• Confidence: 94% confidence
• Finding: The trigger phrases are broad enough to match many ordinary product or business requests, which can cause the skill to activate outside its intended scope. Over-broad activation increases the chance of prompt routing mistakes, where this skill overrides a more appropriate or safer skill and influences responses in unintended contexts.

Vague Triggers

Medium

• Confidence: 90% confidence
• Finding: The trigger phrases are broad, generic requests such as asking for a practical workflow or help with product ideas, validation, prototypes, and SaaS. This can cause the skill to activate for many ordinary conversations where the user did not explicitly intend to invoke this capability, increasing the chance of prompt/context hijacking at the routing layer and unintended behavior.

Vague Triggers

High

• Confidence: 95% confidence
• Finding: The skill description is broad enough to match a wide range of ordinary business, product, and workflow requests, which increases the chance the skill is invoked outside its intended niche. Over-broad routing can cause inappropriate delegation, prompt-context pollution, or unexpected handling of user requests by a skill that was not the best-scoped tool for the task.

Vague Triggers

Medium

• Confidence: 97% confidence
• Finding: The trigger keywords like 'validation', 'prototype', 'saas', and 'startup' are highly generic and likely to appear in many unrelated conversations, making accidental invocation likely. This weakens isolation between skills and can let the skill capture requests it should not handle, reducing reliability and potentially exposing users to irrelevant or lower-quality automated guidance.

Vague Triggers

Medium

• Confidence: 94% confidence
• Finding: The trigger keywords include very broad terms such as 'validation', 'prototype', 'saas', and 'startup', which can match many unrelated user requests and cause the skill to activate outside its intended scope. Over-broad activation increases the chance of inappropriate routing, unexpected behavior, or lower-quality outputs when a more suitable skill should have handled the request.

Vague Triggers

Medium

• Confidence: 90% confidence
• Finding: The invocation description says to use the skill for broad categories like business-and-operations, product idea, validation, prototype, and saas without defining clear boundaries. Ambiguous activation logic can cause the orchestrator or user to invoke this skill for many generic business requests, leading to scope confusion and misapplication of the workflow.

Natural-Language Policy Violations

Medium

• Confidence: 86% confidence
• Finding: The skill file is written in Chinese and does not clearly state whether output must be in Chinese or whether the user may choose another language. In mixed-language environments this can create usability and routing issues, potentially causing the system to respond in an unexpected locale or reducing accessibility for users who do not read Chinese.

Vague Triggers

Medium

• Confidence: 95% confidence
• Finding: The default prompt is broad and generic enough that it may cause the skill to activate in response to loosely related user requests about business, product ideas, validation, or implementation support. Combined with implicit invocation being enabled, this increases the chance of unintended routing, which can expose users to unexpected prompt behavior or cause the agent to act outside the user's intended scope.

Vague Triggers

Medium

• Confidence: 87% confidence
• Finding: The trigger phrase 'Help me ...' is a very common everyday expression and is paired with a long, generic requirement statement, making activation conditions overly broad. In an agent-routing system, this can cause unintended invocation of the skill for unrelated user requests, leading to misrouting, prompt-context pollution, or inappropriate business advice being inserted into other workflows.

Vague Triggers

Medium

• Confidence: 84% confidence
• Finding: The trigger sentence 'I need a practical workflow for ...' is ambiguous because 'practical workflow' can apply to many unrelated domains, while the remainder of the sentence is truncated and insufficiently specific. This ambiguity increases the chance that the skill is selected when the user's intent does not actually involve product validation, causing overbroad capability matching and unreliable agent behavior.

VirusTotal

64/64 vendors flagged this skill as clean.

Static analysis

No suspicious patterns detected.