skillopt

Change management, SkillOpt optimization, and evidence-gated evals for agent skills.

A Codex skill that researches and learns unfamiliar domains before building.

AI artifact lifecycle management for prompts and agent skills: optimize, evaluate, version, trace, and promote changes from raw data and policies.

Obsidian + Hermes agent intelligence economy kit: clippings harvest, skill optimization, token efficiency, verification, loop scoring.

A Claude Code skill that researches and learns unfamiliar domains before implementation.

Train AI agent skills like model parameters. Offline text-space optimizer implementing SkillOpt (arXiv:2605.23904v2) for Hermes Agent. Bounded edits, validation gating, zero inference overhead.

Self-improving memory for coding agents.

Train agent skills like neural networks — with epochs, batch size, learning rates, and validation gates — without touching model weights. Based on Microsoft SkillOpt.