Self-Optimizing Neural Architecture (SONA) for Claude Flow — adaptive learning, trajectory tracking, pattern reuse, 7 RL algorithms (PPO/A2C/DQN/Q-Learning/SARSA/Decision Transformer/Curiosity), Flash Attention, MoE routing, LoRA, EWC++ for continual lear
Drift inferred · capture-to-capture
No drift recorded — single capability capture; advisories appear once its surface changes.
transport — counts 0 tools · 0 res
· 0 prompts
permission surface via code analysis
no tools enumerated yet for this server.
evidence-backed
findings quoted directly from the published source artifact — not inferred
filesystem 1
- fs package/dist/moe-router.js :18
import { existsSync, mkdirSync, readFileSync, writeFileSync } from 'fs';
declared dependencies 3
- @claude-flow/memory@^3.0.0-alpha.16
- @ruvector/sona@0.1.5
- agentdb@^2.0.0 || ^3.0.0-alpha.1