muratcankoyl
7 skills with substantive source documentation and an official publisher or observed installation demand. Read each skill’s original documentation through its card.
muratcankoylanfilesystem-context
This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff files, filesystem memory, or cleanup policies for context stored outside the prompt.
- 導入数
- 4
- GitHub Stars
- 1.8万
- 更新日
- 9月11日
muratcankoylancontext-engineering-collection
A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, evaluating, or debugging agent systems that require effective context management and reliable operating loops.
- 導入数
- 2
- GitHub Stars
- 1.8万
- 更新日
- 9月11日
muratcankoylancontext-compression
This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve decisions, files, risks, and next actions.
- 導入数
- 1
- GitHub Stars
- 1.8万
- 更新日
- 10月1日
muratcankoylancontext-degradation
This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confusion, attention-pattern issues, and agent performance degradation caused by accumulated or conflicting context.
- 導入数
- 1
- GitHub Stars
- 1.8万
- 更新日
- 8月19日
muratcankoylancontext-fundamentals
This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped attention curve, why context quality matters more than quantity, and the mental models needed to interpret every other context-engineering decision. Use this for conceptual explanation, onboarding, and background reading. Route operational work to the specialized skills: debugging attention failures goe
- 導入数
- 1
- GitHub Stars
- 1.8万
- 更新日
- 8月19日
muratcankoylancontext-optimization
This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy, partitioning, token-cost reduction, retrieval scoping, and extending effective context capacity without lowering answer quality.
- 導入数
- 1
- GitHub Stars
- 1.8万
- 更新日
- 8月19日
muratcankoylanmulti-agent-patterns
This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a decision on whether multiple agents are justified.
- 導入数
- 1
- GitHub Stars
- 1.8万
- 更新日
- 8月19日