self-improve

Invoke the self-improve skill at session end or type /self-improve at any checkpoint. It extracts facts, patterns, decisions, and resolved errors from the session, proposes a dated lesson entry, and writes it to tracked lesson memory only after you approve.

It checks existing lesson memory for duplicate topics before proposing additions and only appends new entries. A version guard also skips writes when the installed skill version is already current, and only the last run's learnings are committed per session.

No. It presents a proposed diff and stops at a hard approval gate with approve, edit, or skip options. Nothing is written or committed until you explicitly approve, and pushes to remote remain human-gated.

It should not run when the session was exploratory and produced no stable facts, or when /self-improve was already executed in the same session. It is intended for sessions that concluded meaningful work with reusable outcomes.

It captures confirmed facts such as endpoints and configs, reusable patterns, architectural decisions with rationale, error root causes with fix patterns, skill updates, and install or validation lessons, each formatted as a dated concise entry.