ReasoningBank Intelligence
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.
Profile →npx skills add ruvnet/ruflo --skill reasoningbank-intelligence --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.
# 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 ```typescript 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: true, metrics: { bugs_found: 5, time_taken: 120, false_positives: 1 } }, context: { language: 'typescript', complexity: 'medium' } }); // Get optimal strategy const strategy = await rb.recommendStrategy('code_review', { language: 'typescript', complexity: 'high' }); ``` ## Core Features ### 1. Pattern Recognition ```typescript // Learn patterns from data await rb.learnPattern({ pattern: 'api_errors_increase_after_deploy', triggers: ['deployment', 'traffic_spike'], actions: ['rollba
- What This Skill Does
- Prerequisites
- Quick Start
- Core Features
- 1. Pattern Recognition
- 2. Strategy Optimization
- 3. Continuous Learning
- Advanced Usage
- Meta-Learning
- Transfer Learning
- Adaptive Agents
- Integration with AgentDB
- Performance Metrics
- Best Practices
What does the ReasoningBank Intelligence skill do?
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.
How do I install it?
Run `npx skills add ruvnet/ruflo --skill reasoningbank-intelligence --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 ruvnet/ruflo, a repository with 67,015 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.