{"total":77,"rows":[{"id":"2604.01687","title":"CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification","created":"2026-04-02","cited_by_count":128,"area":"agents"},{"id":"2604.02268","title":"SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization","created":"2026-04-02","cited_by_count":94,"area":"agents"},{"id":"2603.15401","title":"SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?","created":"2026-03-16","cited_by_count":82,"area":"agents"},{"id":"2604.08224","title":"Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering","created":"2026-04-09","cited_by_count":74,"area":"agents"},{"id":"2603.02176","title":"Organizing, Orchestrating, and Benchmarking Agent Skills at Ecosystem Scale","created":"2026-03-02","cited_by_count":72,"area":"agents"},{"id":"2605.05726","title":"SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents","created":"2026-05-07","cited_by_count":39,"area":"agents"},{"id":"2605.10999","title":"SkillGen: Verified Inference-Time Agent Skill Synthesis","created":"2026-05-09","cited_by_count":36,"area":"agents"},{"id":"2604.05172","title":"ClawsBench: Evaluating Capability and Safety of LLM Productivity Agents in Simulated Workspaces","created":"2026-04-06","cited_by_count":33,"area":"agents"},{"id":"2605.27366","title":"MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation","created":"2026-05-26","cited_by_count":27,"area":"agents"},{"id":"2602.14211","title":"SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents","created":"2026-02-15","cited_by_count":25,"area":"agents"},{"id":"2604.06550","title":"SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills","created":"2026-04-08","cited_by_count":20,"area":"agents"},{"id":"2604.15877","title":"Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents","created":"2026-04-17","cited_by_count":17,"area":"agents"},{"id":"2605.14498","title":"GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations","created":"2026-05-14","cited_by_count":17,"area":"agents"},{"id":"2604.24026","title":"From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills","created":"2026-04-27","cited_by_count":16,"area":"agents"},{"id":"2608.25593","title":"JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution","created":"2026-08-26","cited_by_count":16,"area":"agents"},{"id":"2604.05485","title":"Auditable Agents","created":"2026-04-07","cited_by_count":15,"area":"agents"},{"id":"2604.20987","title":"Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks","created":"2026-04-22","cited_by_count":15,"area":"agents"},{"id":"2605.24050","title":"More Skills, Worse Agents? Skill Shadowing Degrades Performance When Expanding Skill Libraries","created":"2026-05-21","cited_by_count":12,"area":"agents"},{"id":"2606.06741","title":"OpenSkill: Open-World Self-Evolution for LLM Agents","created":"2026-06-04","cited_by_count":12,"area":"agents"},{"id":"2606.10546","title":"SkillAxe: Sharpening LLM-Authored Agent Skills Through Evaluation-Guided Self-Refinement","created":"2026-06-09","cited_by_count":12,"area":"agents"},{"id":"2606.20683","title":"From Question Answering to Task Completion: A Survey on Agent System and Harness Design","created":"2026-06-14","cited_by_count":12,"area":"agents"},{"id":"2604.15415","title":"HarmfulSkillBench: How Do Harmful Skills Weaponize Your Agents?","created":"2026-04-16","cited_by_count":11,"area":"agents"},{"id":"2605.28424","title":"Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning","created":"2026-05-27","cited_by_count":9,"area":"agents"},{"id":"2606.26524","title":"VIGIL: Runtime Enforcement of Behavioral Specifications in AI Agent Skills","created":"2026-06-25","cited_by_count":9,"area":"agents"},{"id":"2606.23416","title":"Detecting Malicious Agent Skills in the Wild using Attention","created":"2026-06-22","cited_by_count":8,"area":"agents"},{"id":"2607.01874","title":"SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use","created":"2026-07-02","cited_by_count":8,"area":"agents"},{"id":"2606.03565","title":"Skill Is Not Document: Query-Conditioned Compatibility for LLM Agent Skill Routing","created":"2026-06-02","cited_by_count":7,"area":"agents"},{"id":"2606.10749","title":"Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation","created":"2026-06-09","cited_by_count":7,"area":"agents"},{"id":"2603.11808","title":"Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction","created":"2026-03-12","cited_by_count":6,"area":"agents"},{"id":"2605.08386","title":"SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents","created":"2026-05-08","cited_by_count":6,"area":"agents"},{"id":"2605.14089","title":"SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration","created":"2026-05-13","cited_by_count":6,"area":"agents"},{"id":"2606.02540","title":"SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction","created":"2026-06-01","cited_by_count":6,"area":"agents"},{"id":"2606.32025","title":"Generative Skill Composition for LLM Agents","created":"2026-06-30","cited_by_count":6,"area":"agents"},{"id":"2607.10113","title":"Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries","created":"2026-07-11","cited_by_count":6,"area":"agents"},{"id":"2609.00006","title":"Harness Engineering: Anatomy, Architecture, and Evolution of Coding Agents -- A Source-Code Study of Eleven Systems","created":"2026-07-15","cited_by_count":6,"area":"agents"},{"id":"2606.14154","title":"SkillMutator: Benchmarking and Defending Language-and-Code Cross-modal Attacks on LLM Agent Skills","created":"2026-06-12","cited_by_count":5,"area":"agents"},{"id":"2606.18198","title":"Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners","created":"2026-06-16","cited_by_count":5,"area":"agents"},{"id":"2603.10092","title":"Execution Is the New Attack Surface: Survivability-Aware Agentic Crypto Trading with OpenClaw-Style Local Executors","created":"2026-03-10","cited_by_count":4,"area":"agents"},{"id":"2603.22447","title":"Latent Reuse in Agent Skills: Multi-modal Clone Detection at Ecosystem Scale","created":"2026-03-23","cited_by_count":4,"area":"agents"},{"id":"2604.23853","title":"ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation","created":"2026-04-26","cited_by_count":4,"area":"agents"},{"id":"2605.23657","title":"OpenSkillEval: Automatically Auditing the Open Skill Ecosystem for LLM Agents","created":"2026-05-22","cited_by_count":4,"area":"agents"},{"id":"2604.14972","title":"SAGER: Self-Evolving User Policy Skills for Recommendation Agent","created":"2026-04-16","cited_by_count":3,"area":"agents"},{"id":"2604.20133","title":"EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation","created":"2026-04-22","cited_by_count":3,"area":"agents"},{"id":"2605.10990","title":"Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries","created":"2026-05-09","cited_by_count":3,"area":"agents"},{"id":"2605.16508","title":"The Scaling Laws of Skills in LLM Agent Systems","created":"2026-05-15","cited_by_count":3,"area":"agents"},{"id":"2606.03980","title":"Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill","created":"2026-06-02","cited_by_count":3,"area":"agents"},{"id":"2605.08670","title":"MIND-Skill: Quality-Guaranteed Skill Generation via Multi-Agent Induction and Deduction","created":"2026-05-09","cited_by_count":2,"area":"agents"},{"id":"2606.06416","title":"Unsupervised Skill Discovery for Agentic Data Analysis","created":"2026-06-04","cited_by_count":2,"area":"agents"},{"id":"2606.16774","title":"OpenClaw-Skill: Collective Skill Tree Search for Agentic Large Language Models","created":"2026-06-15","cited_by_count":2,"area":"agents"},{"id":"2609.17653","title":"Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents","created":"2026-09-15","cited_by_count":2,"area":"agents"},{"id":"2605.05580","title":"AlphaCrafter: Harnessing Multi-Agent Workflows for Cross-Sectional Quantitative Trading","created":"2026-05-07","cited_by_count":1,"area":"agents"},{"id":"2605.08526","title":"Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck","created":"2026-05-08","cited_by_count":1,"area":"agents"},{"id":"2606.02302","title":"SeClaw: Spec-Driven Security Task Synthesis for Evaluating Autonomous Agents","created":"2026-06-01","cited_by_count":1,"area":"agents"},{"id":"2606.05525","title":"SciVisAgentSkills: Design and Evaluation of Agent Skills for Scientific Data Analysis and Visualization","created":"2026-06-04","cited_by_count":1,"area":"agents"},{"id":"2606.09421","title":"What Should a Skill Remember? Quality--Cost Trade-offs in Cost-Aware Skill Rewriting for Language Model Agents","created":"2026-06-08","cited_by_count":1,"area":"agents"},{"id":"2606.10457","title":"Trace2Policy: From Expert Behavior Traces to Self-Evolving Decision Agents","created":"2026-06-09","cited_by_count":1,"area":"agents"},{"id":"2607.03238","title":"An Empirical Study of Downstream Adaptation for Agent Skills","created":"2026-07-03","cited_by_count":1,"area":"agents"},{"id":"2607.21635","title":"Toward User-Conditioned Evaluation of Personal LLM Agents under Temporal Interventions","created":"2026-07-20","cited_by_count":1,"area":"agents"},{"id":"2607.25853","title":"HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs","created":"2026-07-28","cited_by_count":1,"area":"agents"},{"id":"2608.05204","title":"SkillTrace: Multi-Trace Provenance Auditing for LLM-Agent Skill Reuse","created":"2026-08-05","cited_by_count":1,"area":"agents"},{"id":"2608.06153","title":"Learning Globally Reusable Skills for Coding Agents","created":"2026-08-06","cited_by_count":1,"area":"agents"},{"id":"2608.10319","title":"Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories","created":"2026-08-10","cited_by_count":1,"area":"agents"},{"id":"2609.11682","title":"COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization","created":"2026-09-10","cited_by_count":1,"area":"agents"},{"id":"2609.15982","title":"The Router Within: Eliciting Native Skill Routing from a Frozen LLM","created":"2026-09-14","cited_by_count":1,"area":"agents"},{"id":"2604.02617","title":"AutoVerifier: An Agentic Automated Verification Framework Using Large Language Models","created":"2026-04-03","cited_by_count":0,"area":"agents"},{"id":"2606.04628","title":"RAMPART: Registry-based Agentic Memory with Priority-Aware Runtime Transformation","created":"2026-06-03","cited_by_count":0,"area":"agents"},{"id":"2606.06893","title":"Workflow-to-Skill: Skill Creation via Routing-Workflow-Semantics-Attachments Decomposition","created":"2026-06-05","cited_by_count":0,"area":"agents"},{"id":"2608.01772","title":"FRAMES: Guarded and Dual-Objective Skill Evolution for Agents in Policy-Governed Enterprise Workflows","created":"2026-08-03","cited_by_count":0,"area":"agents"},{"id":"2608.04270","title":"CURATE: Leveraging LLM Agents to Compose, Catalog, and Deploy Reproducible Workflows","created":"2026-08-04","cited_by_count":0,"area":"agents"},{"id":"2608.06862","title":"SynChain: Inducing Computer-Use Agent Systems to Construct Their Own Attack Chains","created":"2026-08-07","cited_by_count":0,"area":"agents"},{"id":"2609.18298","title":"A Study of the Reliability of Agentic AI-Generated Programs","created":"2026-09-16","cited_by_count":0,"area":"agents"},{"id":"2609.28693","title":"Progressive Skill Discovery as Access Control for Tool-Using LLM Agents: Structural Governance through Role-Scoped Capability Delivery","created":"2026-09-23","cited_by_count":0,"area":"agents"},{"id":"2609.35912","title":"MMSkillRisk: Can Agents Stay Safe When Multimodal Skills Become Traps?","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.36879","title":"SKILLLITE: Evidence-Guided Malicious Skill Auditing with Compact LLMs","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.08630","title":"Towards In-Parameter Memory Augmentation for Large Language Models","created":"2026-10-06","cited_by_count":0,"area":"agents"},{"id":"2610.11858","title":"Trajectory-Guided Fault Localization for Agent Skill Evolution","created":"2026-10-08","cited_by_count":0,"area":"agents"},{"id":"2610.15481","title":"SkillFusion: Towards Reliable Multi-Skill Composition for LLM Agents","created":"2026-10-11","cited_by_count":0,"area":"agents"}],"next_cursor":null}