self improvement
16 MCP servers and Agent skills related to self improvement, each with install commands, source and popularity data, ready to paste into Cursor, Claude Code and other clients.
Evolver
io.clawhub.autogame-17/evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
Self Improving Agent
v1.0.0
io.clawhub.xiucheng/xiucheng-self-improving-agent
Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
Evolver
io.clawhub.autogame-17/capability-evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
Self Improving Agent
v1.0.0
io.clawhub.mike5230odense/self-improvement
Captures learnings, errors, and corrections to enable continuous improvement.
Self Reflection
v1.1.1
io.clawhub.hopyky/self-reflection
Continuous self-improvement through structured reflection and memory
Self-Improving Proactive Agent
v1.0.0
io.clawhub.yueyanc/self-improving-proactive-agent
A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast.
Capability Evolver
v1.0.2
io.clawhub.kennyzir/capability-evolver-pro
Meta-skill for AI agent self-improvement.
Self Improving Agent 1.0.2
v1.0.0
io.clawhub.txmerlxn/self-improving-agent-1-0-2
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
Reflect
v2.1.0
io.clawhub.stevengonsalvez/reflect-learn
Self-improvement through conversation analysis.
Recursive Self Improvement
v1.0.0
io.clawhub.erichy777/recursive-self-improvement
递归自我改进系统，能够自动检测错误并修复，或持续优化和重构。包含修复模式和优化模式，支持并发执行、自动化测试、性能监控、智能调度、自适应学习、错误预测和异常恢复。用于需要持续自我优化的系统。
Self Evolution
v2.0.0
io.clawhub.tobisamaa/self-evolution
Production-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization.
GitLab Agent Self Improvement
v1.95.0
io.clawhub.xrowgmbh/xrowgmbh-self-improvement
A skill for personal growth and self-improvement.
Self Improvement (done properly)
v1.0.0
io.clawhub.tristanmanchester/actual-self-improvement
Capture durable lessons from debugging, user corrections, missing capabilities, and repeated workflow friction so future sessions avoid the same mistakes.
memory-lancedb-pro
v1.0.0
io.clawhub.aaronx-hu/memory-lancedb-pro
This skill should be used when working with memory-lancedb-pro, a production-grade long-term memory MCP plugin for OpenClaw AI agents.
OpenClaw Self-Improvement
v0.2.11
io.clawhub.x-rayluan/openclaw-self-improvement
A reusable operator-guided workflow improvement skill for OpenClaw and ClawLite that turns repeated failures into logged learnings, binary eval loops, SOPs.
Self Improving Agent 1.0.1
v1.0.0
io.clawhub.pntrivedy/self-improving-agent-1-0-1
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.