# ReasoningBank Documentation

This directory contains all documentation related to the ReasoningBank feature - a cognitive memory system that enables agents to learn from experience and adapt strategies.

## Architecture & Design

- **[REASONINGBANK_ARCHITECTURE.md](./REASONINGBANK_ARCHITECTURE.md)** - Complete system architecture, design patterns, and technical implementation
- **[REASONINGBANK_BACKENDS.md](./REASONINGBANK_BACKENDS.md)** - Backend storage options (Postgres, SQLite, Turso, Memory)
- **[REASONINGBANK_INTEGRATION_PLAN.md](./REASONINGBANK_INTEGRATION_PLAN.md)** - Integration roadmap and implementation plan

## Implementation & Status

- **[REASONINGBANK_IMPLEMENTATION_STATUS.md](./REASONINGBANK_IMPLEMENTATION_STATUS.md)** - Current implementation status and progress
- **[REASONINGBANK_FIXES.md](./REASONINGBANK_FIXES.md)** - Bug fixes and issue resolutions
- **[REASONINGBANK_INVESTIGATION.md](./REASONINGBANK_INVESTIGATION.md)** - Technical investigations and findings

## Validation & Testing

- **[REASONINGBANK_VALIDATION.md](./REASONINGBANK_VALIDATION.md)** - Validation test results and verification
- **[REASONINGBANK-BENCHMARK.md](./REASONINGBANK-BENCHMARK.md)** - Performance benchmarking methodology
- **[REASONINGBANK-BENCHMARK-RESULTS.md](./REASONINGBANK-BENCHMARK-RESULTS.md)** - Benchmark test results
- **[MEMORY_VALIDATION_REPORT.md](./MEMORY_VALIDATION_REPORT.md)** - Memory system validation report

## Integration & Usage

- **[REASONINGBANK-CLI-INTEGRATION.md](./REASONINGBANK-CLI-INTEGRATION.md)** - CLI integration guide
- **[REASONINGBANK-DEMO.md](./REASONINGBANK-DEMO.md)** - Usage examples and demonstrations
- **[REASONING-AGENTS.md](./REASONING-AGENTS.md)** - Specialized reasoning agents documentation

## Key Features

- **Cognitive Memory:** Pattern recognition and experience-based learning
- **Adaptive Strategies:** Dynamic strategy selection based on past success
- **Multi-Backend:** Supports Postgres, SQLite, Turso, and in-memory storage
- **Performance:** Optimized for high-throughput agent coordination
- **Persistence:** Cross-session memory with configurable TTL

## Quick Links

- [Architecture Overview](./REASONINGBANK_ARCHITECTURE.md#architecture-overview)
- [Backend Configuration](./REASONINGBANK_BACKENDS.md#backend-options)
- [Validation Results](./REASONINGBANK_VALIDATION.md#test-results)
- [Benchmark Performance](./REASONINGBANK-BENCHMARK-RESULTS.md#performance-metrics)