skillopt

We have hosted the application skillopt in order to run this application in our online workstations with Wine or directly.

Quick description about skillopt:

SkillOpt is a Microsoft research project for improving frozen LLM agents by optimizing reusable natural-language skill documents. Instead of changing model weights, it treats a compact skill file as the trainable state of the agent. The system learns from agent rollouts, reflection, bounded edits, and validation gates to produce better instructions over time. Its output is a deployable best_skill.md artifact that can be reused across agent tasks. The project is focused on making agents more effective through text-space optimization rather than traditional fine-tuning. It is most useful for AI researchers and agent developers studying self-improving workflows, skill libraries, and evaluation-driven prompt refinement.

Features:

• Natural-language skill optimization
• Frozen LLM agent support
• Trajectory-driven skill updates
• Validation-gated improvements
• Deployable best_skill.md artifacts
• Research workflow for agent skills

Programming Language: Python.
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