reasoningbank-intelligence

name	ReasoningBank Intelligence
description	Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.

ReasoningBank Intelligence

What This Skill Does

Implements ReasoningBank's adaptive learning system for AI agents to learn from experience, recognize patterns, and optimize strategies over time. Enables meta-cognitive capabilities and continuous improvement.

Prerequisites

• agentic-flow v1.5.11+
• AgentDB v1.0.4+ (for persistence)
• Node.js 18+

Quick Start

import { ReasoningBank } from 'agentic-flow/reasoningbank';

// Initialize ReasoningBank
const rb = new ReasoningBank({
  persist: true,
  learningRate: 0.1,
  adapter: 'agentdb' // Use AgentDB for storage
});

// Record task outcome
await rb.recordExperience({
  task: 'code_review',
  approach: 'static_analysis_first',
  outcome: {
    success: ,
    : {
      : ,
      : ,
      : 
    }
  },
  : {
    : ,
    : 
  }
});


 strategy =  rb.(, {
  : ,
  : 
});