skills/skills.volces.com/hermes-learning-loop

hermes-learning-loop

SKILL.md

Hermes Learning Loop for OpenClaw

Inspired by: NousResearch/hermes-agent (Self-improving AI agent)

Implements Hermes Agent's core learning loop in OpenClaw — automatically extracts successful workflows, creates reusable skills, and persists curated knowledge across sessions.

When to Use

  • After completing complex multi-step tasks
  • When you discover a workflow worth repeating
  • Automatically via heartbeat (periodic nudge)
  • When user says "remember this" or "save this workflow"

Features

  • Periodic Nudge — Auto-reflect every N tasks (default: 5)
  • Skill Extraction — Convert successful workflows to reusable skills
  • 4-Layer Memory — Prompt memory + Session search + Skills + User modeling
  • Curated Memory — Agent decides what's worth keeping (not logging everything)
Installs
7
First Seen
Apr 16, 2026