# Developers release tools to capture and reuse AI agent corrections across platforms

> Source: <https://www.getreadyforagents.com/news/agent-correction-learning-tools/>
> Published: 2026-10-13 19:06:34+00:00

# Developers release tools to capture and reuse AI agent corrections across platforms

According to GitHub and Enso Method, Shadowclone reads coding-agent session history across Claude Code, Codex, Cursor, Pi, and Antigravity to identify user corrections and convert them into reusable skills loaded by agents in future sessions. The tool addresses the problem of agent training through negative feedback.

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## Sources

- Official[Read article](https://github.com/theonly1me/shadowclone)

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