Storyline
Agent skills and local orchestration push modular, tool-using LLM agents
An arXiv survey positions “agent skills” as a practical path from monolithic LLMs to modular agents, defining skills as composable packages of instructions, code, and resources that can be loaded on demand and organized across architecture, acquisition, deployment at scale, and security.
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Evidence trail (top sources)
top sources (1 domains)domains are deduped. counts indicate coverage, not truth.1 top source shown
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Overview
An arXiv survey positions “agent skills” as a practical path from monolithic LLMs to modular agents, defining skills as composable packages of instructions, code, and resources that can be loaded on demand and organized across architecture, acquisition, deployment at scale, and security.
Score total
1.21
Momentum 24h
2
Posts
2
Origins
2
Source types
2
Duplicate ratio
0%
Why now
- The survey describes the agent-skills landscape as rapidly evolving in recent months
- Community demos are shipping local, multi-agent orchestration with autonomy features
- Deployment-at-scale framing suggests a push from prototypes toward operational stacks
Why it matters
- “Skills” propose extending agent capabilities without retraining core model weights
- Orchestration stacks make multi-agent, tool-using workflows more deployable
- Security is treated as a first-class concern as agent autonomy increases
Continuity snapshot
- Trend status: insufficient_history.
- Continuity stage: emerging_confirmed.
- Current status: open.
- 2 current source-linked posts are attached to this storyline.
All evidence
All evidence
Open-source AI agent orchestration + 12 autonomous agents + a visual novel they built themselves. Here's OpenClaw.
LocalLLaMA · reddit.com · 2026-02-16 17:04 UTC
Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward
arXiv cs.LG and cs.AI RSS · arxiv.org · 2026-02-16 05:00 UTC
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- LocalLLaMA (1)
- arXiv cs.LG and cs.AI RSS (1)
Top origin domains (this list)
- reddit.com (1)
- arxiv.org (1)