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