/merge-patterns

Execute similar pattern merging.

Detects patterns with Levenshtein distance below threshold and automatically consolidates them. All scores (TF-IDF, PMI, time decay, composite) are recalculated after merging.

Execution:

1. Detect similar patterns with pattern_merger.py
2. Consolidate low-frequency patterns into high-frequency ones
3. Merge counts, sessions, and contexts
4. Automatically recalculate all scores
5. Display merge results

Merge logic:

• Keep the pattern with higher occurrence frequency
• Consolidate counts, sessions, and contexts
• Record original in merged_from field
• Adopt the most recent last_seen date

Notes:

• This operation is irreversible
• Normally runs automatically on SessionEnd
• Execute manually with caution

if [ ! -f scripts/pattern_merger.py ]; then
  echo "❌ pattern_merger.py not found"
  exit 1
fi

echo "🔄 Starting pattern merge..."
echo ""

# Execute merge
MERGE_OUTPUT=$(python3 scripts/pattern_merger.py 2>&1)
MERGE_STATUS=$?

# Display results
echo "$MERGE_OUTPUT"

if [ $MERGE_STATUS -eq 0 ]; then
  echo ""
  echo "✅ Merge completed"
  echo ""
  echo "💡 To view updated scores:"
  echo "   /as-you:show-scores"
else
  echo ""
  echo "❌ Error occurred during merge"
  exit 1
fi