Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, ex...
Adversarial self-improvement for AI agents. Reduces hallucinations through Agent vs Anti-Agent debate loops.
Self-improvement layer with evaluation separation, rollback, and tiered operator gates. Observes outcomes across sessions, detects recurring patterns, propos...
Self-improving conversational skill. Gets better at talking with every use. Saves what works to memory, evolves identity over time.
Self-improvement through conversation analysis. Extracts learnings from corrections and success patterns, proposes updates to agent files or creates new skil...
Discovers and recommends the best agent skills based on user intent — not just keywords. Activates when users ask "how do I do X", "find a skill for X", "is...
Agent 自主进化引擎——让 AI agent 像生物进化一样持续变强。 核心循环：感知差距 → 搜索方案 → 设计实验 → 跑实验 → 选赢家 → 固化 → 下一轮。 使用场景：定期自主进化、能力升级、工作流优化、skill/工具迭代。 关键词：进化, evolution, self-improve, A/B...
Workflow orchestration for Pi's task management, self-improvement, and code quality standards. Use when starting new projects, managing multi-step tasks (3+...
Daily AI agent optimization tips, tricks and self-improvement strategies. Learn cost-saving, speed, memory and automation best practices from the OpenClaw co...
End-of-session workflow for shipping changes, consolidating memory, applying self-improvements, and preparing publishable outputs with safety gates.
--- name: ralph-evolver description: Recursive self-improvement engine. Think from first principles, let insights emerge. tags: [meta, recursive, evolution, emergence, first-principles] version: 1.0.6
Build a lightweight routing layer across existing knowledge sources such as MEMORY.md, daily memory files, self-improving notes, skill references, and audit...
Daily self-improving questionnaire that learns about the user and refines agent behavior. Set up as a cron job to ask questions one at a time with multiple c...
Master Claude Code for coding tasks. Includes setup scripts, dev team subagents (starter pack or full team), self-improving learning system, diagnostics, and troubleshooting.
Professional-grade Polymarket prediction market trading system. Includes Kelly Criterion position sizing, EV calculator, Bayesian probability updater, cross-...
子Agent创建工具 - 用于批量创建和管理OpenClaw子Agent 包含完整的子Agent创建流程：目录结构、配置文件、飞书集成等 用于快速创建具有独立workspace的子Agen
Your agent does the same things the same way forever. inner-life-evolve analyzes patterns, challenges assumptions, and proposes improvements — writing propos...
Provides a neuroscience-inspired 6-tier automated memory system with WAL protocol, semantic search, emotional tagging, and value-based retention for OpenClaw...
Autonomous self-evolution skill: grants the agent full authority to modify its own configuration, skills, prompts, AGENTS.md, SOUL.md, memory files, and any workspace file WITHOUT asking for user conf
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.