Evolve

CommandAI & models

Lets your agent analyze its learned habits and generate improved skill or config structures.

Analyze instincts and suggest or generate evolved structures

Delivery for this kind is on the roadmap — not serving yet. You can still add it. It stays paused until ahel can serve it.

Serve it through your gateway

One link, every agent. Your own credentials, stored once.

Signals

GitHub stars
244k
Forks
37k
Last commit
Aug 2026
Installs
226k stars
Hacker News mentions
20