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evaluating-code-models

Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.

68

Quality

82%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Low

Low-risk findings.

1 low severity finding. Worth noting, but not necessarily harmful.

Low

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

The skill contains commands that fetch and run external code at runtime—for example pulling and running the Docker image ghcr.io/bigcode-project/evaluation-harness-multiple (docker pull/run) and cloning then installing the repository via git clone https://github.com/bigcode-project/bigcode-evaluation-harness.git followed by pip install -e ., which fetch and execute remote code.

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Repository
foryourhealth111-pixel/Vibe-Skills
Audited
Security analysis
Snyk

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