herclaw-agentsystem
Self-improving AI agent framework with autonomous learning, skill creation, and self-evolution. Features: - Learning Loop: Autonomous learning from experience - Skill Creation: Auto-generate skills from patterns - Self-Evolution: RL-based continuous improvement - Persistent Memory: Cross-session three-layer memory - Nudge System: Proactive behavior triggers
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/281862066-a11y/agentsystemHerClaw Agent System
Self-improving AI agent framework for autonomous learning and evolution.
Architecture
┌─────────────────────────────────────────────────────────────────────────┐
│ HerClaw Agent System │
├─────────────────────────────────────────────────────────────────────────┤
│ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │
│ │ Learning Loop │───▶│ Skill Creation │───▶│ Self-Evolution │ │
│ │ │ │ │ │ │ │
│ │ • Experience │ │ • Opportunity │ │ • RL Pipeline │ │
│ │ Collection │ │ Detection │ │ • Behavior │ │
│ │ • Pattern │ │ • Template │ │ Optimization │ │
│ │ Extraction │ │ Generation │ │ • Capability │ │
│ │ • Skill │ │ • Validation │ │ Refinement │ │
│ │ Synthesis │ │ • Hub Sync │ │ • Deployment │ │
│ └────────┬────────┘ └────────┬────────┘ └────────┬────────┘ │
│ │ │ │ │
│ └──────────────────────┼──────────────────────┘ │
│ ▼ │
│ ┌─────────────────────────────────────────────────────────────────┐ │
│ │ Persistent Memory │ │
│ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ │
│ │ │ Episodic │ │ Semantic │ │ User │ │ │
│ │ │ Memory │ │ Memory │ │ Model │ │ │
│ │ └─────────────┘ └─────────────┘ └─────────────┘ │ │
│ └─────────────────────────────────────────────────────────────────┘ │
│ ▼ │
│ ┌─────────────────────────────────────────────────────────────────┐ │
│ │ Nudge System │ │
│ └─────────────────────────────────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────────────────────┘
Part 1: Learning Loop System
Autonomous learning from experience through continuous cycle of collection, extraction, synthesis, and validation.
Experience Collection
Metadata
Not sure this is the right skill?
Describe what you want to build — we'll match you to the best skill from 16,000+ options.
Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-281862066-a11y-agentsystem": {
"enabled": true,
"auto_update": true
}
}
}Related Skills
eeat-content-quality-audit
Systematic content quality audit based on 80 CORE-EEAT standards, evaluating content's GEO (Generative Engine Optimization) and SEO (Search Engine Optimization) potential. Features 8-dimension scoring, weighted total calculation, veto item detection, and priority improvement recommendations. Applicable for pre-publication checks, competitive analysis, and AI citation potential assessment.
eeat-openclaw-skill-audit
OpenClaw Skill quality audit based on CORE-EEAT framework adapted for AI agent skills. Evaluates skill's utility (task completion efficiency) and security (safe execution). Features 80 standardized criteria, 8-dimension scoring, veto item detection for security vulnerabilities, and priority improvement recommendations. Applicable for skill selection, security vetting, and skill quality assessment.
Valuemining Lengthybooks
Skill by 281862066-a11y