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proactive-self-improving-agent

Proactive Self-Improving Agent skill for OpenClaw - combines context protection (WAL/Buffer) with structured learning and safe evolution

Features

  • ✓7 trigger conditions for proactive learning
  • ✓Structured record keeping for LEARNINGS, ERRORS, FEATURE_REQUESTS
  • ✓Experience evolution with promotion and recursive detection
  • ✓Safety guards with ADL and VFM for value prioritization
  • ✓Operational logs in JSONL format for machine readability
  • ✓Guided by principles of perseverance and safety reinforcement
  • ✓Explore more at [GitHub](https://github.com/yanhongxi-openclaw/proactive-self-improving-agent)

Installation Guide

This is a curated collection of tools. To install, browse the GitHub repository for individual tool installations and follow their specific instructions.

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