roboflow-training-and-evaluation
Use when training Roboflow models or improving accuracy - covers architecture selection, model IDs, checkpoints, evaluation metrics, and the iterative improvement playbook.
60
70%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Advisory
Suggest reviewing before use
Optimize this skill with Tessl
npx tessl skill review --optimize ./skills/training-and-evaluation/SKILL.mdSecurity
2 findings — 2 medium severity. This skill can be installed but you should review these findings before use.
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: 0.70). The SKILL.md explicitly instructs the agent to "search community models on Roboflow Universe" and to "Fork from Universe" (community models/datasets), which are public, user-generated resources that the agent would ingest and use to select checkpoints or data—i.e., untrusted third‑party content that can influence training/decisions (see "Universe Model Search" and "Fork from Universe" references).
W012: Unverifiable external dependency detected (runtime URL that controls agent)
What this means
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Why it was flagged
Potentially malicious external URL detected (high risk: 0.90). The skill explicitly states that clients may fetch MCP fallback resources at runtime using ReadMcpResourceTool for roboflow://skills/<name>/... URIs, and those fetched skill pages would directly supply the agent's instruction/content, so this is a runtime external dependency that can control prompts.
- Repository
- roboflow/computer-vision-skills
- Commit
02936d5
- Audited
- Security analysis
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.