home/categories/productivity-tools/scientiacapital-unsloth-mcp-server-claude-skills-adaptive-workflows-skill-md
productivity-toolstools
adaptive-workflows
Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal knowledge base. Use to learn from experience and optimize your LLM workflows over time.
maintainer
ScientiaCapital
Updated 1/18/2026
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quick start
Installation and usage
Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal knowledge base. Use to learn from experience and optimize your LLM workflows over time.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use adaptive-workflows