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Evidence record 53 · automatically gathered

Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries

Large language model agents increasingly store reusable procedures outside the model. These reusable procedures are often called \emph{skills}: they may be code functions, natural-language instructions, SKILL.md packages, workflow graphs, or learned adapters that a future agent can retrieve and invoke. This taxonomy-driven survey asks how such skill libraries change over time. Across a $124$-paper $2023$--$2026$ audit set, we synthesize dynamic skill systems as \emph{lifecycle-managed, verified,

Record details

Published: 11 July 2026
Source: arXiv
Category: Research
Topics: Agents & autonomy · Transparency
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Agents & autonomy · Shared topic: Transparency

ANCHOR: Automated Alignment Auditing for CLI Agents on Real-World Harm

arXiv · 11 July 2026

Shared topic: Agents & autonomy · Shared topic: Transparency

Towards Autonomous and Auditable Medical Imaging Model Development

HuggingFace Daily Papers · 11 July 2026

Shared topic: Agents & autonomy · Shared topic: Transparency

Auditing the Risk Claims of Distributional Reinforcement Learning

arXiv cs.AI · 13 July 2026

Shared topic: Agents & autonomy · Shared topic: Transparency

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory

arXiv cs.HC · 13 July 2026

Shared topic: Agents & autonomy · Shared topic: Transparency

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory

arXiv cs.HC · 13 July 2026

Shared topic: Agents & autonomy · Shared topic: Transparency

Automated Textbook Auditing with Multi-Agent LLM Systems

arXiv cs.CY · 14 July 2026

How to cite this record

ethics.ai (11 July 2026), “Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries,” evidence record 53, https://ethics.ai/record/53 (originally published by arXiv).

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