mem-evolve skill — extract reusable skills/rules/agents from your session history

[SauliusDev]

Yoo. Been using claude-mem for a while and had an idea for a new built-in skill.

The concept: analyze your session history and automatically generate reusable Claude Code artifacts: skills, rules, hooks, agents, and commands. Basically "learn from what you've been doing and turn it into tools."

ECC has a similar idea called "instincts" where session patterns get promoted into permanent rules. This would be the claude-mem version, but broader: generating full skills and agents, not just rules.

Proposed workflow:

1. Pick a project (or search by keyword, or scan all sessions)
2. Run targeted searches against your observations: features for skill candidates, decisions for rules, bugfixes for hooks, etc.
3. Review a list of pattern candidates with the backing observation IDs
4. Choose which to expand and whether to scope them locally (.claude/) or globally (~/.claude/)
5. Files get written: optionally with a short descriptor doc and Mermaid diagram per skill

I already built a working version as a local skill and it surfaced some genuinely useful patterns. Generating recurring workflows I hadn't thought to make.

Happy to open a PR if there's interest.