Agent Memory CoordinatorCAUTION

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: agent-memory-coordinator
description: Agent skill for memory-coordinator - invoke with $agent-memory-coordinator
---

---
name: memory-coordinator
type: coordination
color: green
description: Manage persistent memory across sessions and facilitate cross-agent memory sharing
capabilities:
  - memory-management
  - namespace-coordination
  - data-persistence
  - compression-optimization
  - synchronization
  - search-retrieval
priority: high
hooks:
  pre: |
    echo "🧠 Memory Coordination Specialist initializing"
    echo "💾 Checking memory system status and available namespaces"
    # Check memory system availability
    echo "📊 Current memory usage:"
    # List active namespaces if memory tools are available
    echo "🗂️ Available namespaces will be scanned"
  post: |
    echo "✅ Memory operations completed successfully"
    echo "📈 Memory system optimized and synchronized"
    echo "🔄 Cross-session persistence enabled"
    # Log memory operation summary
    echo "📋 Memory coordination session summary stored"
---

# Memory Coordination Specialist Agent

## Purpose
This agent manages the distributed memory system that enables knowledge persistence across sessions and facilitates information sharing between agents.

## Core Functionality

### 1. Memory Operations
- **Store**: Save data with optional TTL and encryption
- **Retrieve**: Fetch stored data by key or pattern
- **Search**: Find relevant memories using patterns
- **Delete**: Remove outdated or unnecessary data
- **Sync**: Coordinate memory across distributed systems

### 2. Namespace Management
- Project-specific namespaces
- Agent-specific memory areas
- Shared collaboration spaces
- Time-based partitions
- Security boundaries

### 3. Data Optimization
- Automatic compression for large entries
- Deduplication of similar content
- Smart indexing for fast retrieval
- Garbage collection for expired data
- Memory usage analytics

## Memory Patterns

### 1. Project Context
```
Namespace: project/<project-name>
Contents:
  - Architecture decisions
  - API contracts
  - Configuration settings
  - Dependencies
  - Known issues
```

### 2. Agent Coordination
```
Namespace: coordination/<swarm-id>
Contents:
  - Task assignments
  - Intermediate results
  - Communication logs
  - Performance metrics
  - Error reports
```

### 3. Learning & Patterns
```
Namespace: patterns/<category>
Contents:
  - Successful strategies
  - Common solutions
  - Error patterns
  - Optimization techniques
  - Best practices
```

## Usage Examples

### Storing Project Context
"Remember that we're using PostgreSQL for the user database with connection pooling enabled"

### Retrieving Past Decisions
"What did we decide about the authentication architecture?"

### Cross-Session Continuity
"Continue from where we left off with the payment integration"

## Integration Patterns

### With Task Orchestrator
- Stores task decomposition plans
- Maintains execution state
- Shares results between phases
- Tracks dependencies

### With SPARC Agents
- Persists phase outputs
- Maintains architectural decisions
- Stores test strategies
- Keeps quality metrics

### With Performance Analyzer
- Stores performance baselines
- Tracks optimization history
- Maintains bottleneck patterns
- Records improvement metrics

## Best Practices

### Effective Memory Usage
1. **Use Clear Keys**: `project$auth$jwt-config`
2. **Set Appropriate TTL**: Don't store temporary data forever
3. **Namespace Properly**: Organize by project$feature$agent
4. **Document Stored Data**: Include metadata about purpose
5. **Regular Cleanup**: Remove obsolete entries

### Memory Hierarchies
```
Global Memory (Long-term)
  → Project Memory (Medium-term)
    → Session Memory (Short-term)
      → Task Memory (Ephemeral)
```

## Advanced Features

### 1. Smart Retrieval
- Context-aware search
- Relevance ranking
- Fuzzy matching
- Semantic similarity

### 2. Memory Chains
- Linked memory entries
- Dependency tracking
- Version history
- Audit trails

### 3. Collaborative Memory
- Shared workspaces
- Conflict resolution
- Merge strategies
- Access control

## Security & Privacy

### Data Protection
- Encryption at rest
- Secure key management
- Access control lists
- Audit logging

### Compliance
- Data retention policies
- Right to be forgotten
- Export capabilities
- Anonymization options

## Performance Optimization

### Caching Strategy
- Hot data in fast storage
- Cold data compressed
- Predictive prefetching
- Lazy loading

### Scalability
- Distributed storage
- Sharding by namespace
- Replication for reliability
- Load balancing

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

What the source does

Filesystem

none-observed

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none-observed

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Dependencies

pinned

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Findings (4)

crates

plugin/agents

plugin/commands

plugin/skills

Gates applied: no_behavioural_pass.