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literature-search

Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.

53

Quality

61%

Does it follow best practices?

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SecuritybySnyk

High

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tessl review fix ./skills/literature/literature-search/SKILL.md
SKILL.md
Quality
Evals
Security

Security

1 high severity finding. You should review these findings carefully before considering using this skill.

High

W007: Insecure credential handling detected in skill instructions.

What this means

The skill handles credentials insecurely by requiring the agent to include secret values verbatim in its generated output. This exposes credentials in the agent’s context and conversation history, creating a risk of data exfiltration.

Why it was flagged

The skill explicitly instructs the agent to ask the user for their Valyu API key and then run a command embedding that key as a command-line argument (scripts/search setup <api-key>), which requires the LLM to receive and output the secret verbatim.

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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

In the “Literature Search” skill, the runtime calls Valyu’s `/search` endpoint (base `https://api.valyu.ai/v1`) with the user’s natural-language query and returns “Full-Text Access” content from PubMed/arXiv/bioRxiv/medRxiv, which means outsider-authored article text is ingested for processing at runtime.

Repository
wu-yc/LabClaw
Audited
Security analysis
Snyk

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