- Trading skills (OKX, dividend, lottery, quantitative) - Creative skills (ASCII art, diagrams, video) - Development skills (GitHub, debugging, TDD) - Research skills (arXiv, blog monitoring) - Productivity skills (email, documents, notes) - MCP integration skills - Custom user skills
Self-Improving Proactive Agent
A merged OpenClaw skill that combines the best parts of self-improving and proactivity.
What it does
- learns from corrections and reflection
- stores durable patterns separately from active task state
- keeps momentum with proactive next moves
- recovers context before asking the user to repeat themselves
- uses heartbeat for useful follow-through without spamming
- preserves hard boundaries for external actions and privacy
State layout
~/self-improving/→ durable learning~/proactivity/→ active execution state
Main files
SKILL.mdsetup.mdboundaries.mdheartbeat-rules.mdlearning.mdstate.mdrecovery.mdoperations.md
Philosophy
One skill, two layers:
- learn better
- operate better
That is the whole point.