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curl -fsSL https://raw.githubusercontent.com/luoboask/evo-agents/master/install.sh | bash -s my-agentChina / 中国 (Faster / 更快):
curl -fsSL https://gitee.com/luoboask/evo-agents/raw/master/install.sh | bash -s my-agentDone! Full-featured agent workspace in seconds.
Production-ready OpenClaw agent template with advanced memory management and domain-specific plugins.
evo-agents/
├── agents/ # Isolated agent instances
│ ├── main-agent/
│ ├── sandbox-agent/
│ └── tao-admin/
│
├── skills/ # Shared skills
│ ├── memory-search/ # Memory management
│ ├── harness-agent/ # Domain plugins
│ ├── self-evolution/ # Self-improvement
│ └── web-knowledge/ # Web search
│
├── memory/ # Memory files
│ ├── YYYY-MM-DD.md # Daily memories
│ ├── weekly/ # Week summaries
│ ├── monthly/ # Month summaries
│ └── MEMORY.md # Long-term memory
│
├── libs/ # Shared libraries
│ ├── memory_hub/ # Memory storage (SQLite)
│ ├── rag_eval/ # RAG evaluation
│ └── knowledge_graph/ # Knowledge graph
│
└── scripts/ # Utility scripts
├── core/
│ ├── memory_manager.py # Memory compression
│ ├── scan_sessions.py # Session scanner
│ └── ...
└── ...
┌─────────────────────────────────────────────────────────┐
│ User Query │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Search Strategy │
│ Month → Week → Day → Full Scan │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Memory Layers │
├─────────────────────────────────────────────────────────┤
│ Month Summary (2 months) → Overview │
│ Week Summary (8 weeks) → Summary │
│ Day Summary (14 days) → Details │
│ MEMORY.md (Permanent) → Long-term │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Storage │
├─────────────────────────────────────────────────────────┤
│ memory/monthly/*.md (Month summaries) │
│ memory/weekly/*.md (Week summaries) │
│ memory/YYYY-MM-DD.md (Daily memories) │
│ data/*/memory/memory_stream.db (Shared memory) │
└─────────────────────────────────────────────────────────┘
Daily Memory (memory/YYYY-MM-DD.md)
↓ (Daily 09:30)
Incremental Compress
↓
Shared Memory (memory_hub)
↓ (Weekly Sun 03:00)
Week Summary (memory/weekly/)
↓ (Monthly 1st 04:00)
Month Summary (memory/monthly/)
↓
Auto Cleanup (14d/8w/2m)
| Type | Schedule | Retention | Auto Cleanup |
|---|---|---|---|
| Daily | 09:30 daily | 14 days | ✅ Yes |
| Weekly | Sun 03:00 | 8 weeks | ✅ Yes |
| Monthly | 1st 04:00 | 2 months | ✅ Yes |
┌─────────────────────────────────────────────────────────┐
│ Knowledge Sources │
├─────────────────────────────────────────────────────────┤
│ memory/ Markdown files │
│ MEMORY.md Long-term memory │
│ Web Search Real-time information │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Knowledge Processing │
├─────────────────────────────────────────────────────────┤
│ Extract Entities → Build Relationships │
│ (Ollama/NLP) (Graph DB) │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Knowledge Graph │
├─────────────────────────────────────────────────────────┤
│ Entities: User, Project, Technology, Decision │
│ Relations: USES, PREFERS, DECIDES, WORKS_ON │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Query & Reasoning │
├─────────────────────────────────────────────────────────┤
│ SPARQL Queries → Inference │
│ Entity Search → Relationship Discovery │
└─────────────────────────────────────────────────────────┘
User Question
↓
┌─────────────────────────────────────┐
│ 1. Query Understanding │
│ - Intent classification │
│ - Entity extraction │
└──────────────┬──────────────────────┘
↓
┌─────────────────────────────────────┐
│ 2. Multi-Source Retrieval │
├─────────────────────────────────────┤
│ Vector Search Knowledge Graph │
│ (Semantic) (Structured) │
└──────────────┬──────────────────────┘
↓
┌─────────────────────────────────────┐
│ 3. LLM Generation │
│ Context-aware answer │
└─────────────────────────────────────┘
- 🔒 Data Isolation - Each agent has independent workspace and database
- 📦 Shared Skills - Common capabilities across all agents
- 🛠️ Easy Setup - One-line installation
8 Domain Plugins:
| Domain | Use Case | Example |
|---|---|---|
| Programming 💻 | Software development | --domain programming |
| E-commerce 🛒 | Product management | --domain ecommerce |
| Data Analysis 📊 | BI & Visualization | --domain data_analysis |
| DevOps 🔧 | CI/CD & Deployment | --domain devops |
| Marketing 📢 | Campaigns | --domain marketing |
| Content ✍️ | Articles & Scripts | --domain content_creation |
| Self-Media 📱 | Social media ops | --domain self_media |
- 📅 Hierarchical Compression - Day → Week → Month
- 🔍 Layered Search - Month → Week → Day → Full
- 🗑️ Auto Cleanup - 14d/8w/2m retention
- 💾 Shared Storage - SQLite memory_hub
- 📊 RAG Evaluation - Track retrieval quality
- 🔧 Auto Tuning - Optimize parameters
- 📈 Continuous Improvement - Learn from interactions
# Install
./install.sh my-agent
# Activate features
./scripts/core/activate-features.sh# Daily compression
python3 scripts/core/memory_manager.py --daily
# Weekly compression
python3 scripts/core/memory_manager.py --weekly
# Monthly compression
python3 scripts/core/memory_manager.py --monthly
# Search memory
python3 scripts/core/memory_manager.py --search "keyword"*/30 * * * * Session scan
0 9:30 * * * Daily memory compress
0 3 * * 0 Weekly memory compress
0 4 1 * * Monthly memory compress
0 23 * * * Nightly evolution
- Quick Start - 5 minute guide
- FAQ - Common questions
- Skills Guide - Skill usage
- Memory System - Memory architecture
- ✅ Memory Manager (Daily/Weekly/Monthly)
- ✅ Hierarchical Search
- ✅ Incremental Compression
- ✅ Auto Cleanup
- ✅ Knowledge Graph
- ✅ RAG Evaluation
License: MIT | Created: 2026-04 | Last Update: 2026-04-10