SoulForce v1.0.0 - AI Agent Memory Evolution System

What's New

• Multi-agent isolation: each agent has its own backup/state directory ()
• Full bilingual docs (English + Chinese)
• Pain points clearly documented with ✅/❌ format
• hawk-bridge integration benefits explained
• Comprehensive README with before/after comparison

Features

• 🔄 Auto-evolves SOUL.md, USER.md, IDENTITY.md, MEMORY.md via MiniMax API
• 🏢 Multi-agent ready with complete data isolation
• 🧠 Integrates with hawk-bridge LanceDB vector store
• 🔒 Safe: incremental updates, backup before write, dry-run mode
• ⏰ Cron automation for zero-effort evolution

Installation

clawhub install soul-force --force

Quick Start

python3 ~/.openclaw/skills/soul-force/scripts/soulforge.py run --dry-run
python3 ~/.openclaw/skills/soul-force/scripts/soulforge.py status

Multi-Agent

Each agent runs independently:

# main
python3 soulforge.py run --workspace ~/.openclaw/workspace
# wukong
python3 soulforge.py run --workspace ~/.openclaw/workspace-wukong