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more-with-less-agent-factory

Explain or summarize Baruch Sadogursky's delivered JRush 2026 talk “More With Less,” including its triple policy enforcement, skills/scripts/classifiers split, Jev example, diminishing-returns judge, Herdr roles, and model economics. Use for questions about this specific talk, its demos, or its cited resources.

72

Quality

91%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security
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 instructs the agent to read GitHub issues (such as coding-policy issue #632) and other external repository content where outsiders can submit free text.

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Repository
jbaruch/shownotes
Audited
Security analysis
Snyk

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