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ci-scan

Analyze recent dotnet/machinelearning MachineLearning-CI failures locally, identify stable failure signatures, deduplicate them against Known Build Error issues, and draft up to three actionable KBE issues. Use when asked to scan ML.NET CI, investigate recurring main-branch failures, or run the former ci-scan agent locally.

75

Quality

92%

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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

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

The runtime workflow fetches outsider-authored free text from public/unauthenticated build and work-item endpoints (AzDO REST logs and Helix console output) via `curl`, stores excerpts in `/tmp/mlnet-ci-scan/failure.log`, and then embeds that text into the agent’s LLM context for draft issue bodies.

Report incorrect finding
Repository
dotnet/machinelearning
Audited
Security analysis
Snyk

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