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TableSafety and Red Teaming

Agent Skill Compositional Risk Auditor

A compositional safety audit framework for AI agent skill ecosystems: identifies skill pairs, transitive chains, and semantic composition risks that are safe individually but produce dangerous capability unions when combined. Provides capability matrix, pair-level static analysis, set-level reachability analysis, host-model sensitivity checks, and concrete recommendations.

Auditing multi-skill agent configurations for compositional risks in enterprise AI governance programs
CodeAI Agents

AG-UI Frontend Integration Architect

Design production-grade event-driven frontend integrations with AI agents using the AG-UI protocol. Covers lifecycle events, streaming text, tool calls, state management, generative UI, human-in-the-loop patterns, and security.

Building a customer support chat interface that streams agent responses token-by-token
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