Kulaxyz/self-learning-skills

README preview

# self-learning-skills

**A self-improving skill for AI coding agents.** Works with Claude Code, Cursor,
and any agent that reads an `AGENTS.md` / standing-instructions file.

Every session you do hard debugging or rediscover the same thing — *how do I
reach the prod DB? where do the creds live? what's the deploy command? how do I
verify this live?* — and that hard-won knowledge evaporates when the session
ends. The next session starts from zero and re-learns it.

**self-learning** fixes that. It teaches your agent to recognize the moment it
has just earned a reusable **golden path** and persist it where the tool will
auto-load it next time — so the next session starts already knowing the route
instead of rediscovering it.

It's a *meta-skill*: it doesn't do the work, it captures **how** the work got
done — including the **failures**, since skipping a known dead-end next session
is often worth more than the win itself.

## The loop (same everywhere)

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