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Self-Improving Pro
Enables agents to self-reflect, auto-learn, sync memory across sessions and devices via cloud, use multi-model reasoning, and track cost and ROI.
安全通过
🔗API
技能说明
Self-Improving Pro
Self-reflection + Auto-learning + Cloud Memory Sync + Multi-Model Intelligence. The most powerful self-improving agent skill.
Fork of self-improving with cloud superpowers.
What's New in Pro?
| Feature | self-improving | Self-Improving Pro |
|---|---|---|
| Self-reflection | ✅ | ✅ |
| Auto-learning | ✅ | ✅ |
| Self-criticism | ✅ | ✅ |
| Cloud memory sync | ❌ | ✅ |
| Multi-model reasoning | ❌ | ✅ |
| Cross-session learning | ❌ | ✅ |
| Cost optimization | ❌ | ✅ |
Why Pro?
The original self-improving is great, but:
- Memory is local only - lost when you switch machines
- Uses single model - can't leverage best model for each task
- No cost tracking - no idea what you're spending
Self-Improving Pro solves all of this.
Features
1. Cloud Memory Sync
Your agent's learnings persist across:
- Different machines
- Different sessions
- Team members (shared learning)
# Learnings auto-sync to cloud
curl -X POST "https://api.heybossai.com/v1/memory/sync" \
-H "Authorization: Bearer $API_HUB_API_KEY" \
-d '{"namespace": "my-agent", "learnings": [...]}'
2. Multi-Model Reasoning
Use the best model for each reflection task:
- Quick checks: GPT-4o-mini ($0.0001/reflection)
- Deep analysis: Claude Sonnet ($0.003/reflection)
- Critical decisions: o1/o3 reasoning ($0.01/reflection)
3. Cost-Aware Self-Improvement
Track ROI of your agent's learning:
Today's learnings: 47
Mistakes caught: 12
Estimated time saved: 3.2 hours
Cost: $0.23
ROI: 139x
Quick Start
export API_HUB_API_KEY="your-key" # Get at skillboss.co
# Agent auto-reflects after each task
# Learnings sync to cloud
# Best model selected per task
When to Use
Activate when:
- Building autonomous agents
- Want persistent cross-session memory
- Need cost-effective self-improvement
- Working in teams with shared learning
Trigger phrases: "self improve", "reflect", "learn from mistakes", "get better", "auto learn"
Pricing
| Component | Cost |
|---|---|
| Quick reflection | $0.0001/call |
| Deep analysis | $0.003/call |
| Memory sync | $0.0001/KB |
| Free tier | 1000 reflections/month |
Setup
- Get API key at skillboss.co - $5 free credit
export API_HUB_API_KEY="your-key"- Install:
clawhub install self-improving-pro
Migration from self-improving
Already using self-improving? Easy upgrade:
clawhub uninstall self-improving
clawhub install self-improving-pro
# Your local learnings will be imported to cloud
Related Skills
- capability-evolver-turbo - Evolution engine
- memory-cloud-sync - Standalone memory
- api-hub-gateway - 100+ AI models
Powered by SkillBoss - Making AI agents smarter
如何使用「Self-Improving Pro」？
- 打开小龙虾AI（Web 或 iOS App）
- 点击上方「立即使用」按钮，或在对话框中输入任务描述
- 小龙虾AI 会自动匹配并调用「Self-Improving Pro」技能完成任务
- 结果即时呈现，支持继续对话优化