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scholar-evaluation

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

64

Quality

76%

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SecuritybySnyk

Advisory

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tessl review fix ./skills/scientific-thinking-scholar-evaluation/SKILL.md
SKILL.md
Quality
Evals
Security

Security

1 medium severity finding. This skill can be installed but you should review these findings before use.

Medium

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 required workflow is to evaluate an academic artifact (e.g., a research paper/proposal) by reading its abstract/methods/results and checking claims against cited sources, so if that artifact text is provided by an outsider, it would be ingested as free-form prose into the agent’s LLM context (indirect prompt-injection risk).

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Repository
affaan-m/ECC
Audited
Security analysis
Snyk

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.