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autoimprove

v0.0.1

Published

Train portable markdown skills for coding agents from your workflows and sessions. Name reservation; under active development.

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Links

Maintainers

tylerwillistylerwillis

Keywords

agentskillsskill-optimizationprompt-optimizationdeepworkcoding-agents

Readme

autoimprove

Recursive Skill Improvement: train portable markdown skills for coding agents from your existing workflows and sessions.

Status: name reservation. The library is under active development and this package does not do anything yet. It will be a small TypeScript implementation of the SkillOpt-style training loop (rollout, reflect, bounded edits, held-out validation gate) built to embed in other tools, with adapters for turning DeepWork jobs and agent session transcripts into training tasks.

Algorithm reference: SkillOpt (Microsoft Research, arXiv:2605.23904). This is an independent implementation, not a fork.

MIT.