/token-efficiency
Reduce token consumption while maintaining quality through intelligent coordination.
$ npx -y skills add spencermarx/open-code-review --agent claude-codeHow 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.mdToken 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
- ๐ 32.3% average token reduction
- ๐ฏ More focused operations
- ๐ Intelligent result reuse
- ๐ Cumulative improvements
AI-powered multi-agent code review. Simulates a customizable team of Engineers performing code review with built-in discourse.
Repo: spencermarx/open-code-review
Other commands on open-code-review.
- /COMMAND_COMPLIANCE_REPORT
Reviewed all command files in `.claude/commands/analysis/` directory to ensure proper usage of: - `mcp__claude-flow__*` tools (preferred) - `npx claude-flow` commands (as fallback) - No direct implementation calls
Open command - /bottleneck-detect
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Open command - /performance-bottlenecks
Identify and resolve performance bottlenecks in your development workflow.
Open command - /performance-report
Generate comprehensive performance reports for swarm operations.
Open command - /token-usage
Analyze token usage patterns and optimize for efficiency.
Open command - /atomic-commits
Analyze staged changes and organize them into intuitive atomic commits following conventional commits.
Open command

