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agent-readiness-audit

Audit a documentation site for agent-friendliness: discovery, markdown delivery, crawlability, semantic structure, machine-readable surfaces, and content legibility. Use when asked to assess docs.docker.com or any docs site for AI/agent readiness, produce a scored report, compare with external scanners, or generate a remediation list. Triggers on: "audit docs for agent readiness", "how agent-friendly is docs.docker.com", "score our docs for AI agents", "review llms.txt / markdown / crawlability", "create an agent-readiness remediation plan".

74

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 skill explicitly fetches and interprets live public docs (SKILL.md directs "direct HTTP requests, sitemap sampling, and page-level inspection" and scripts/baseline-probes.sh uses curl against BASE_URL/llms.txt, /sitemap.xml and sampled page URLs, including Accept: text/markdown), so it ingests untrusted third‑party web content that directly influences scoring and remediation actions and could enable indirect prompt injection.

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Repository
docker/docs
Audited
Security analysis
Snyk

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