# Analysis Commands Compliance Report

## Overview
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

## Files Reviewed

### 1. token-efficiency.md
**Status**: ✅ Updated
**Changes Made**:
- Replaced `npx ruv-swarm hook session-end --export-metrics` with proper MCP tool call
- Updated to: `Tool: mcp__claude-flow__token_usage` with appropriate parameters
- Maintained result format and context

**Before**:
```bash
npx ruv-swarm hook session-end --export-metrics
```

**After**:
```
Tool: mcp__claude-flow__token_usage
Parameters: {"operation": "session", "timeframe": "24h"}
```

### 2. performance-bottlenecks.md
**Status**: ✅ Compliant (No changes needed)
**Reason**: Already uses proper `mcp__claude-flow__task_results` tool format

## Summary

- **Total files reviewed**: 2
- **Files updated**: 1
- **Files already compliant**: 1
- **Compliance rate after updates**: 100%

## Compliance Patterns Enforced

1. **MCP Tool Usage**: All direct tool calls now use `mcp__claude-flow__*` format
2. **Parameter Format**: JSON parameters properly structured
3. **Command Context**: Preserved original functionality and expected results
4. **Documentation**: Maintained clarity and examples

## Recommendations

1. All analysis commands now follow the proper pattern
2. No direct bash commands or implementation calls remain
3. Token usage analysis properly integrated with MCP tools
4. Performance analysis already using correct tool format

The analysis directory is now fully compliant with the Claude Flow command standards.