self-learning-skills: An AI Skill That Learns on the Job

Ever spent half a session re-teaching your AI agent how to reach the prod DB, where the credentials live, and the exact deploy command — only to have it forget everything the moment you close the terminal? Yeah, me too. I’ve been running Claude Code and Cursor daily for months now. And the single biggest frustration isn’t the code quality. It’s that every session starts from zero. The hard-won knowledge from debugging that flaky CI job or discovering the one weird config quirk that breaks staging — poof, gone when the session ends. ...

July 2, 2026 · 6 min · GitHubDigger

This AI Agent Skill Teaches Itself: Meet self-learning-skills

Ever spent half a session re-teaching your AI agent how to reach the prod DB, where the credentials live, and the exact deploy command — only to have it forget everything the moment you close the terminal? Yeah, me too. I’ve been running Claude Code and Cursor daily for months now. And the single biggest frustration isn’t the code quality. It’s that every session starts from zero. The hard-won knowledge from debugging that flaky CI job or discovering the one weird config quirk that breaks staging — poof, gone when the session ends. ...

July 2, 2026 · 6 min · GitHubDigger