# Muratcankoylan

> Context engineering research

Skills for memory, compression, evaluation, and agent tool design.

## Profile stats

- Skills: 18
- Stars: 304k
- Best skill: context-engineering-collection

## Links

- HTML page: https://omgskills.com/library/muratcankoylan/
- GitHub: https://github.com/muratcankoylan

## Featured skills

- [context-engineering-collection](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/index.md) — A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [context-compression](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/context-compression/index.md) — This skill should be used when long-running agent sessions need context compression, structured summarization,...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [context-degradation](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/context-degradation/index.md) — This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [context-fundamentals](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/context-fundamentals/index.md) — This skill should be used to explain or reason about the foundational concepts of context engineering: what context is,...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [context-optimization](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/context-optimization/index.md) — This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [evaluation](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/evaluation/index.md) — This skill should be used when building agent evaluation systems: deterministic checks, regression suites,...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [memory-systems](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/memory-systems/index.md) — This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [multi-agent-patterns](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/multi-agent-patterns/index.md) — This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [tool-design](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/tool-design/index.md) — This skill should be used for the tool-interface layer of an agent system specifically: writing tool descriptions...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [digital-brain](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/examples/digital-brain-skill/index.md) — This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars
- [hosted-agents](https://omgskills.com/skills/muratcankoylan/agent-skills-for-context-engineering/skills/hosted-agents/index.md) — This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding...
   - [@muratcankoylan](https://omgskills.com/library/muratcankoylan/index.md) · 18k stars

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