/token-efficiency

Reduce token consumption while maintaining quality through intelligent coordination.

proffesor-for-testing@proffesor-for-testing

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agentic-qe

436149 skills169 agents149 commands

Install

> /plugin marketplace add proffesor-for-testing/agentic-qe
> /plugin install agentic-qe-fleet@agentic-qe

How it fires

How this command gets triggered: by you, by Claude, or both.

Fires itselfClaude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/token-efficiency

Context preview

What this command does when you run it.

Reduce token consumption while maintaining quality through intelligent coordination.

Command definition

token-efficiency.md

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

# 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

Read it on GitHub ↗

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AI-powered quality engineering agents that generate tests, find coverage gaps, detect flaky tests, and learn your codebase patterns — across 11 coding agent platforms.

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