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AgentDB Learning Plugins

Build and train self-learning agents using AgentDB's nine reinforcement learning plugin templates.

Dev & CodingAdvanced★ 398⑂ 53AI score 7/10Last updated: Sep 6, 2026

What it does

Guides Claude through AgentDB's plugin system for nine reinforcement learning algorithms — Decision Transformer, Q-Learning, SARSA, Actor-Critic, curiosity-driven, active, adversarial, curriculum, federated and multi-task learning.

  • CLI workflow: npx agentdb@latest create-plugin / list-templates / list-plugins / plugin-info
  • TypeScript API (createAgentDBAdapter) for storing experiences, training, and evaluating policies
  • Per-algorithm JSON configs plus experience replay, prioritized replay, and multi-agent training patterns
  • Troubleshooting recipes for non-convergence, overfitting, and slow training

Who it's for

  • Developers building autonomous agents on the agentic-flow / AgentDB stack
  • ML engineers experimenting with offline RL over logged trajectories
  • Teams wanting agents that improve decisions from accumulated experience
  • Requires Node.js 18+, AgentDB v1.0.7+, and basic RL familiarity

Example uses

  1. "Create a Decision Transformer agent from our historical logs" → scaffold with -t decision-transformer, then insert experiences and call adapter.train()
  2. "My Q-Learning model isn't converging" → apply the lower learning-rate and validation-split fixes from the troubleshooting section
  3. "Pool experiences from several agents into one shared model" → store patterns under per-agent domains and run batched training

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/Microck/ordinary-claude-skills/HEAD/skills_all/agentdb-learning-plugins/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills_all/agentdb-learning-plugins folder from the GitHub repo Microck/ordinary-claude-skills into my ~/.claude/skills/microck-agentdb-learning-plugins/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/Microck/ordinary-claude-skills.git && mkdir -p ~/.claude/skills && cp -r ordinary-claude-skills/skills_all/agentdb-learning-plugins ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal in your working directory.
  2. Clone the repository: git clone https://github.com/Microck/ordinary-claude-skills.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy this skill: cp -r ordinary-claude-skills/skills_all/agentdb-learning-plugins ~/.claude/skills/
  5. Verify Node.js 18 or newer: node -v
  6. Restart Claude Code and ask something like "Create an RL learning plugin with AgentDB".
  7. Optional sanity check: run npx agentdb@latest list-templates to see available plugin templates.
View source on GitHub ↗License: NOASSERTION