fix: OpenClaw plugin filters cron-initiated agent runs

OpenClaw scheduled tasks (DXF email watcher, calendar reminder pings)
fire agent sessions with prompts that begin '[cron:<id> ...]'. These
were all getting captured as AtoCore interactions — 45 out of 50
recent interactions today were cron noise, not real user turns.

Filter at the plugin level: before_agent_start ignores any prompt
starting with '[cron:'. The gateway has been restarted with the
updated plugin.

Impact: graduation, triage, and context pipelines stop seeing noise
from OpenClaw's own internal automation. Only real user turns (via
chat channels) feed the brain going forward.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

openclaw-plugins/atocore-capture/handler.js

@@ -98,6 +98,14 @@ export default definePluginEntry({
         lastPrompt = null;
         return;
       }
+      // Filter cron-initiated agent runs. OpenClaw's scheduled tasks fire
+      // agent sessions with prompts that begin "[cron:<id> ...]". These are
+      // automated polls (DXF email watcher, calendar reminders, etc.), not
+      // real user turns — they're pure noise in the AtoCore capture stream.
+      if (prompt.startsWith("[cron:")) {
+        lastPrompt = null;
+        return;
+      }
       lastPrompt = { text: prompt, sessionKey: ctx?.sessionKey || "", ts: Date.now() };
       log.info("atocore-capture:prompt_buffered", { len: prompt.length });
     });

scripts/atocore_mcp.py

@@ -37,6 +37,17 @@ import urllib.error
 import urllib.parse
 import urllib.request
 
+# Force UTF-8 on stdio — MCP protocol expects UTF-8 but Windows Python
+# defaults stdout to cp1252, which crashes on any non-ASCII char (emojis,
+# ≥, →, etc.) in tool responses. This call is a no-op on Linux/macOS
+# where UTF-8 is already the default.
+try:
+    sys.stdin.reconfigure(encoding="utf-8")
+    sys.stdout.reconfigure(encoding="utf-8")
+    sys.stderr.reconfigure(encoding="utf-8")
+except Exception:
+    pass
+
 # --- Configuration ---
 
 ATOCORE_URL = os.environ.get("ATOCORE_URL", "http://dalidou:8100").rstrip("/")