#3579 Add four Windows test-parity anti-patterns to the windows-checkout-test-parity skill

#2822 Update: MCP_Security_Cheat_Sheet_ MCP Resources, Prompts, Sampling, and Elicitation Security

#295 [new-research] arXiv:2610.22578 — Model-as-a-Trojan: Self-Activating Covert DNS Exfiltration Baked Into the Weight

#296 [new-cve] CVE-2026-108957 — A security flaw has been discovered in TinyLLaVA TinyLLaVA_Factory up to 1abc6ac

#294 [new-research] arXiv:2610.22697 — What It Is, Not What It Says: Securing Agentic Browsing Interactions with Web Se

#293 [new-research] arXiv:2610.22722 — The LLM-Attacker: A Unified Red-Team Framework for Privacy Evaluation of Split a

#291 [new-research] arXiv:2610.22828 — GRAD: Graph-Structured Antibody Defense for LLM Agents

#292 [new-research] arXiv:2610.22800 — Veil-Then-Reveal: Protecting PII Privacy via Reversible Pseudo-Anonymization in