#!/bin/bash

# Extract assistant turns from session file
session_file="$1"

# Extract messages with user and assistant roles, format for auto-memory-hook
jq -r 'select(.type=="message") | select(.message.role=="user" or .message.role=="assistant") | [.message.role, (.message.content // [] | map(select(.type=="text") | .text) | join(" "))] | @tsv' "$session_file" | \
while IFS=$'\t' read -r role content; do
    if [ "$role" = "user" ]; then
        user_msg="$content"
    elif [ "$role" = "assistant" ]; then
        if [ -n "$user_msg" ]; then
            # Create JSON for auto-memory-hook
            jq -n --arg user "$user_msg" --arg assistant "$content" \
                  --arg agent_id "case" --arg session "main" \
                  '{user: $user, assistant: $assistant, agent_id: $agent_id, session: $session}'
            user_msg=""  # Reset for next pair
        fi
    fi
done | tail -10 | while read -r json_line; do
    echo "$json_line" | python3 /home/wdjones/.openclaw/workspace/tools/auto-memory-hook.py
done

echo "Auto-memory indexing completed"