Review your skill library as installed sets, not individual files.

Shared entity: ColluSkill / Same source / Shared topic

ColluSkill splits one malicious intent across several benign-looking skills and beats six scanners 96% of the time.

Both cover ColluSkill; cite the same source (ColluSkill); overlapping topics (against, attack, candidate, skill).

Shared entity: Review / Same source domain / Earlier coverage / Tension

Review agent refactors specifically for code that should have disappeared.

Both cover Review; reported by the same outlet (arxiv.org); earlier Review coverage from 2026-08-03.

Same source domain / Shared topic

SkillReranker improves accuracy and cuts cost at the same time.

Reported by the same outlet (arxiv.org); overlapping topics (against, approach, attack, candidate, skill).

Same source domain / Shared topic / Tension

A typed knowledge graph over 690 skills performed 11.2 points worse than a plain hybrid ranker.

Reported by the same outlet (arxiv.org); overlapping topics (against, already, skill); pushes against this story (against).

Grok 4.5 Falls to 63 Universal Jailbreaks, Claude None

Reported by the same outlet (arxiv.org); overlapping topics (against, already, attack); pushes against this story (against).

Same source domain / Shared topic / Downstream implication

Poisoned AI Agent Memory Persists 84.2% of the Time

Reported by the same outlet (arxiv.org); overlapping topics (attack, between, chain); traces where this leads (downstream).

Same source domain / Shared topic / Tension

A Hidden HTML Comment in a Pull Request Owns Your Review Agent, and Microsoft Hasn't Patched It

Reported by the same outlet (arxiv.org); overlapping topics (against, already, attack); pushes against this story (against).

Tool-making agents compile repeated procedural steps into versioned tools before deployment.

Reported by the same outlet (arxiv.org); overlapping topics (against, between, candidate); pushes against this story (against).