Muratcankoylan

This skill enables dynamic filesystem-based context management, offloading large tool outputs and plans to files for on-demand retrieval.

This skill helps design and compare agent memory architectures, enabling cross-session persistence, memory graphs, and informed framework selection for

This skill helps design and optimize agent tools, improving tool descriptions, consolidation, and interfaces for reliable multi-agent systems.

This skill helps ensure thorough validation, error handling, and transparent reasoning across multi-source research tasks.

This skill helps you understand and design efficient context windows for AI agents, optimizing loading and budgeting across systems.

This skill helps you optimize context usage and reduce token costs through compaction, masking, caching, and partitioning for scalable agent systems.

This skill analyzes your content, learns your voice, and iterates with deep research to produce publish-ready copy that sounds authentic.

This skill helps you design and deploy hosted agent infrastructure with sandboxed environments, enabling scalable, multiplayer, and self-spawning AI agents.

This skill helps you design and implement multi-agent systems with context isolation, coordination patterns, and scalable architectures.