Merge commit 'd803bfe2b1fe7f5e219e50ac20d6801a0a58ac75' as 'vendor/ruvector'

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ruv
2026-02-28 14:39:40 -05:00
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# Token Usage Optimization
## Purpose
Reduce token consumption while maintaining quality through intelligent coordination.
## Optimization Strategies
### 1. Smart Caching
- Search results cached for 5 minutes
- File content cached during session
- Pattern recognition reduces redundant searches
### 2. Efficient Coordination
- Agents share context automatically
- Avoid duplicate file reads
- Batch related operations
### 3. Measurement & Tracking
```bash
# Check token savings after session
Tool: mcp__claude-flow__token_usage
Parameters: {"operation": "session", "timeframe": "24h"}
# Result shows:
{
"metrics": {
"tokensSaved": 15420,
"operations": 45,
"efficiency": "343 tokens/operation"
}
}
```
## Best Practices
1. **Use Task tool** for complex searches
2. **Enable caching** in pre-search hooks
3. **Batch operations** when possible
4. **Review session summaries** for insights
## Token Reduction Results
- 📉 32.3% average token reduction
- 🎯 More focused operations
- 🔄 Intelligent result reuse
- 📊 Cumulative improvements