diff --git a/backend/main.py b/backend/main.py
index 5cab2f8..58b9a09 100644
--- a/backend/main.py
+++ b/backend/main.py
@@ -17,7 +17,6 @@ import logging
 from datetime import datetime, timedelta
 import uuid
 from pathlib import Path
-import APScheduler
 from apscheduler.schedulers.background import BackgroundScheduler
 from apscheduler.triggers.cron import CronTrigger
 import os
@@ -405,15 +404,82 @@ async def get_task_runs(task_id: str) -> List[Dict]:
 @app.get("/api/system/info")
 async def system_info() -> Dict:
     """Get system information"""
+    tasks = get_all_tasks()
+    conn = sqlite3.connect(DB_PATH)
+    cursor = conn.cursor()
+    cursor.execute("SELECT COUNT(*) FROM task_runs")
+    total_runs = cursor.fetchone()[0]
+    cursor.execute("SELECT COUNT(*) FROM task_runs WHERE status='completed'")
+    completed_runs = cursor.fetchone()[0]
+    cursor.execute("SELECT COUNT(*) FROM task_runs WHERE status='failed'")
+    failed_runs = cursor.fetchone()[0]
+    cursor.execute("SELECT COUNT(*) FROM task_runs WHERE status='running'")
+    running_runs = cursor.fetchone()[0]
+    conn.close()
     return {
         "app_name": "Claude Persistent Agent",
         "version": "1.0.0",
         "uptime": datetime.now().isoformat(),
         "scheduler_running": scheduler.running,
-        "task_count": len(get_all_tasks())
+        "task_count": len(tasks),
+        "total_runs": total_runs,
+        "completed_runs": completed_runs,
+        "failed_runs": failed_runs,
+        "running_runs": running_runs,
     }
 
 
+@app.get("/api/system/usage")
+async def usage_stats() -> Dict:
+    """Get Claude API usage stats from session files if available"""
+    import glob, json as _json
+
+    usage = {
+        "models_used": [],
+        "session_count": 0,
+        "last_reset": None,
+        "next_reset": None,
+        "note": "Usage data sourced from ~/.claude session cache"
+    }
+
+    try:
+        # Claude Code stores session info under ~/.claude
+        claude_dir = Path("/root/.claude")
+        sessions = list(claude_dir.glob("**/session*.json")) + list(claude_dir.glob("**/*.jsonl"))
+        usage["session_count"] = len(sessions)
+
+        # Try to parse any usage metadata
+        stats_file = claude_dir / "usage_stats.json"
+        if stats_file.exists():
+            with open(stats_file) as f:
+                saved = _json.load(f)
+            usage.update(saved)
+        else:
+            # Estimate reset time: Anthropic resets usage monthly
+            now = datetime.now()
+            if now.day <= 1:
+                reset = now.replace(day=1, hour=0, minute=0, second=0)
+            else:
+                next_month = (now.replace(day=1) + timedelta(days=32)).replace(day=1)
+                reset = next_month.replace(hour=0, minute=0, second=0)
+            usage["next_reset"] = reset.isoformat()
+            usage["days_until_reset"] = (reset - now).days
+    except Exception as e:
+        usage["error"] = str(e)
+
+    # Add run stats for context
+    conn = sqlite3.connect(DB_PATH)
+    cursor = conn.cursor()
+    cursor.execute("SELECT COUNT(*), MIN(started_at), MAX(started_at) FROM task_runs")
+    row = cursor.fetchone()
+    conn.close()
+    usage["claude_runs_total"] = row[0]
+    usage["first_run"] = row[1]
+    usage["last_run"] = row[2]
+
+    return usage
+
+
 # Serve static frontend
 app.mount("/", StaticFiles(directory="/app/frontend/dist", html=True), name="static")