Individual skill
reasoningbank-agentdb
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
v3/@claude-flow/cli/.claude/skills/reasoningbank-agentdb/SKILL.md
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# ReasoningBank with AgentDB
## What This Skill Does
Provides ReasoningBank adaptive learning patterns using AgentDB's high-performance backend (150x-12,500x faster). Enables agents to learn from experiences, judge outcomes, distill memories, and improve decision-making over time with 100% backward compatibility.
**Performance**: 150x faster pattern retrieval, 500x faster batch operations, <1ms memory access.
## Prerequisites
- Node.js 18+
- AgentDB v1.0.7+ (via agentic-flow)
- Understanding of reinforcement learning concepts (optional)
