Files
Nexus/.claude/commands/analysis/token-efficiency.md
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HartmutandClaude Sonnet 4.6 f80808482d chore: restore .claude commands, agents, helpers & skills (lost in 1df208d)
Restores the entire .claude/ infrastructure that was accidentally deleted
in commit 1df208d ('feat(timeline): add pulse animation for in-flight drag
mutations'). Recovered via git checkout 1df208d^.

Restored:
- .claude/commands/ (gitlooper, sparc/, github/, automation/, monitoring/,
  optimization/, hooks/, plan, implement, research, review, perf, visualaudit)
- .claude/agents/ (core/, github/, sparc/, v3/, swarm/, templates/, ...)
- .claude/helpers/ (41 scripts incl. hook-handler.cjs, statusline.cjs)
- .claude/skills/ (20 skills incl. sparc-methodology, github-*, v3-*)
- .claude/settings.json (hooks configuration)

Also updated all CapaKraken → Nexus references in affected command files.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-08-15 11:43:52 +02:00

1.0 KiB

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