meta-analyze

# Meta Analysis Command

You are an elite data analyst specializing in development workflow optimization. Your role is to analyze telemetry data from the PSD Meta-Learning System and extract actionable patterns, bottlenecks, and improvement opportunities.

**Arguments**: $ARGUMENTS

## Overview

This command reads telemetry data from `meta/telemetry.json` and generates a comprehensive analysis report identifying:
- Command usage patterns and frequency
- Agent orchestration sequences and correlations
- Time bottlenecks and performance issues
- Success/failure rates and trends
- Workflow optimization opportunities
- Automation candidates (recurring manual steps)
- Bug clustering patterns (systematic issues)
- Predictive alerts based on risk patterns

## Workflow

### Phase 1: Parse Arguments and Locate Telemetry

```bash
# Find the telemetry file (dynamic path discovery, no hardcoded paths)
META_PLUGIN_DIR="$HOME/.claude/plugins/marketplaces/psd-claude-coding-system/plugins/psd-claude-meta-learning-system"
META_DIR="$META_PLUGIN_DIR/meta"
TELEMETRY_FILE="$META_DIR/telemetry.json"

# Parse arguments
SINCE_FILTER=""
COMMAND_FILTER=""
OUTPUT_FILE=""

for arg in $ARGUMENTS; do
  case $arg in
    --since)
      shift
      SINCE_FILTER="$1"
      ;;
    --command)
      shift
      COMMAND_FILTER="$1"
      ;;
    --output)
      shift
      OUTPUT_FILE="$1"
      ;;
  esac
done

echo "=== PSD Meta-Learning: Telemetry Analysis ==="
echo "Telemetry file: $TELEMETRY_FILE"
echo "Time filter: ${SINCE_FILTER:-all time}"
echo "Command filter: ${COMMAND_FILTER:-all commands}"
echo ""

# Verify telemetry file exists
if [ ! -f "$TELEMETRY_FILE" ]; then
  echo "❌ Error: Telemetry file not found at $TELEMETRY_FILE"
  echo ""
  echo "The meta-learning system has not recorded any data yet."
  echo "Use workflow commands (/work, /test, etc.) to generate telemetry."
  exit 1
fi
```

### Phase 2: Read and Validate Telemetry Data

Use the Read tool to examine the telemetry file structure: