⚙ Context engineering - laurynas · Scour

SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration 🤖agents

DSM: A Hierarchical Graph Memory Engine for LLMs ✨UI generation

github.com·3d·Hacker News

Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowledge Conflict 🎯Reranking

Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective 🎮Reinforcement Learning

On Problems of Implicit Context Compression for Software Engineering Agents 🧪Property-based Testing

Nexus : An Agentic Framework for Time Series Forecasting 🤝Multi-Agent Systems

Human-Inspired Memory Architecture for LLM Agents ✨UI generation

Thinking Ahead: Prospection-Guided Retrieval of Memory with Language Models 🔍Semantic Search

Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model 🎮Reinforcement Learning

HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution 🤝Multi-Agent Systems

SkillOps: Managing LLM Agent Skill Libraries as Self-Maintaining Software Ecosystems 🤖agents

The Context Gathering Decision Process: A POMDP Framework for Agentic Search 🤝Multi-Agent Systems

CHAL: Council of Hierarchical Agentic Language 🤝Multi-Agent Systems

LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues 🤖agents

ReTool-Video: Recursive Tool-Using Video Agents with Meta-Augmented Tool Grounding 🎯Reranking

Action Emergence from Streaming Intent 🎮Reinforcement Learning

MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading 🎯Reranking

Orchard: An Open-Source Agentic Modeling Framework 🤖agents

Self-Consolidating Language Models: Continual Knowledge Incorporation from Context 🌫Diffusion language models

Generative Floor Plan Design with LLMs via Reinforcement Learning with Verifiable Rewards 🎮Reinforcement Learning

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