self-optimization 89/100

SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning feedback loops.

writes filesmakes network callsuses shell commands

Type: Agent skill (SKILL.md) · Category: Science, Health & Education · Source: https://github.com/a5c-ai/babysitter/tree/HEAD/library/methodologies/ruflo/skill

Score breakdown

Why this score

• Runs shell commands or spawns processes (instructions/allowed tools ask the agent to) −5
• Makes network requests (instructions/allowed tools ask the agent to) −3
• Writes, moves, or deletes files (instructions/allowed tools ask the agent to) −3
• Instructions only: no bundled scripts
• Last updated 29 days ago +15
• 1,847 GitHub stars +10
• 42 contributors +5
• License: MIT +5
• Description and source link present +15

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