Towards a Systems Foundation for Agentic Skills: Architecture, Lifecycle, and Security
cs.AI, cs.LG, cs.MA
Submitted: 2026-08-30
Updated: 2026-08-30
Terminology
Sources
- EvoSkill: Automated Skill Discovery for Multi-Agent Systems
- Agent Skill Security: Threat Models, Attacks, Defenses, and Evaluation
- SKILL.state: Scalable Long-Horizon Agent Skills
- Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction
- When Skills Don't Help: A Negative Result on Procedural Knowledge for Tool-Grounded Agents in Offensive Cybersecurity
- SkVM: Revisiting Language VM for Skills across Heterogenous LLMs and Harnesses
- SkillDroid: Compile Once, Reuse Forever
- SkillCraft: Can LLM Agents Learn to Use Tools Skillfully?
- Dynamic Malicious Skills in Agentic AI
- CUA-Skill: Develop Skills for Computer Using Agent
- How Your Credentials Are Leaked by LLM Agent Skills: An Empirical Study
- SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents
- Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution
- Trace2Skill: Verifier-Guided Skill Evolution for Long-Context EDA Agents
- SkillAttack: Automated Red Teaming of Agent Skills through Attack Path Refinement
- Detecting Malicious Agent Skills in the Wild using Attention
- Toward Scalable Terminal Task Synthesis via Skill Graphs
- Memp: Exploring Agent Procedural Memory
- SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems
- SkillReducer: Optimizing LLM Agent Skills for Token Efficiency
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