capability-evolver

Evolver "Evolution is not optional. Adapt or die." Evolver is a self-evolution engine for AI agents. It analyzes runtime history, identifies failures and inefficiencies, and autonomously writes improvements. Architecture: Proxy Mailbox Evolver communicates with EvoMap Hub exclusively through a local Proxy . The agent never calls Hub APIs directly. Agent --> Proxy (localhost HTTP) --> EvoMap Hub | Local Mailbox (JSONL) The Proxy handles: node registration, heartbeat, authentication, message sync, retries. The agent only reads/writes to the local mailbox. Discover Proxy Address Show more Installs 520 Repository evomap/evolver GitHub Stars 9.0K First Seen Feb 24, 2026 Security Audits Gen Agent Trust Hub Warn Socket Fail Snyk Fail