reshadat

Self-Learning Claude (SLC) framework for building self-improving LLM systems through evolving context playbooks. Use this skill when building agents, workflows, or domain-specific systems that need to accumulate knowledge over time, when optimizing prompts/system instructions through iteration, when implementing memory systems for LLM agents, or when you need structured approaches to prevent context collapse and brevity bias in iterative LLM refinement.