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roboflow-universe

Use when searching for or using public datasets/models on Roboflow Universe (universe.roboflow.com), the open repository of 1M+ computer vision datasets and 50K+ pre-trained models.

78

1.23x
Quality

70%

Does it follow best practices?

Impact

89%

1.23x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/universe/SKILL.md
SKILL.md
Quality
Evals
Security

Security

1 medium severity finding. This skill can be installed but you should review these findings before use.

Medium

W011: Third-party content exposure detected (indirect prompt injection risk)

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

Third-party content exposure detected (high risk: 0.80). This skill instructs the agent to fetch and inspect user-contributed dataset and model pages from the public Roboflow Universe (universe.roboflow.com) via the universe_search MCP tool and the universe_search_app, and to use their descriptions, classes, previews, and licenses to decide which datasets/models to fork or deploy, meaning untrusted third-party content is read and can materially influence subsequent tool use and actions.

Report incorrect finding
Repository
roboflow/computer-vision-skills
Audited
Security analysis
Snyk

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.