AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
npx skills add majiayu000/claude-skill-registry --skill agentdb-learning-aquariuscook-agent-modus-map --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# AgentDB Learning Plugins ## What This Skill Does Provides access to 9 reinforcement learning algorithms via AgentDB's plugin system. Create, train, and deploy learning plugins for autonomous agents that improve through experience. Includes offline RL (Decision Transformer), value-based learning (Q-Learning), policy gradients (Actor-Critic), and advanced techniques. **Performance**: Train models 10-100x faster with WASM-accelerated neural inference. ## Prerequisites - Node.js 18+ - AgentDB v1.0.7+ (via agentic-flow) - Basic understanding of reinforcement learning (recommended) --- ## Quick Start with CLI ### Create Learning Plugin ```bash # Interactive wizard npx agentdb@latest create-plugin # Use specific template npx agentdb@latest create-plugin -t decision-transformer -n my-agent # Preview without creating npx agentdb@latest create-plugin -t q-learning --dry-run # Custom output directory npx agentdb@latest create-plugin -t actor-critic -o ./plugins ``` ### List Available Templates ```bash # Show all plugin templates npx agentdb@latest list-templates # Available templates: # - decision-transformer (sequence modeling RL - recommended) # - q-learning (value-based learning) # - sar
- What This Skill Does
- Prerequisites
- Quick Start with CLI
- Create Learning Plugin
- List Available Templates
- Manage Plugins
- Quick Start with API
- Available Learning Algorithms (9 Total)
- 1. Decision Transformer (Recommended)
- 2. Q-Learning
- 3. SARSA
- 4. Actor-Critic
- 5. Active Learning
- 6. Adversarial Training
Interactive wizard npx agentdb@latest create-plugin Use specific template npx agentdb@latest create-plugin -t decision-transformer -n my-agent Preview without creating npx agentdb@latest create-plugin -t q-learning --dry-run Custom output directory npx agentdb@latest create-plugin -t actor-critic -o ./plugins Show all plugin templates npx agentdb@latest list-templates
What does the AgentDB Learning Plugins skill do?
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill agentdb-learning-aquariuscook-agent-modus-map --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.