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Agent stuck in the loop #507

Description

@netandreus

Issue

I gave to agent simple task "Please check README.md file for corresponding ctual project structure". And it takes more than 7 hours for it. It generated 4 commits so far, but my concern is that agent stuck in the loop without finished the task (see video). Maybe this is because tools (task_create, tasks_status etc) are not available (see Issue #505).
But, in general, what should I do?

Screenshots

Image Image Image Image Image

It looks like a loop.

Openclaw config

{
  "meta": {
    "lastTouchedVersion": "2026.3.8",
    "lastTouchedAt": "2026-03-10T20:33:32.029Z"
  },
  "wizard": {
    "lastRunAt": "2026-03-10T19:13:33.144Z",
    "lastRunVersion": "2026.3.8",
    "lastRunCommand": "onboard",
    "lastRunMode": "local"
  },
  "auth": {
    "profiles": {
      "openai-codex:default": {
        "provider": "openai-codex",
        "mode": "oauth"
      }
    }
  },
  "agents": {
    "defaults": {
      "model": {
        "primary": "openai-codex/gpt-5.4"
      },
      "workspace": "/Users/<user>/.openclaw/workspace",
      "compaction": {
        "mode": "safeguard"
      },
      "maxConcurrent": 4,
      "subagents": {
        "maxConcurrent": 8,
        "archiveAfterMinutes": 43200
      }
    }
  },
  "tools": {
    "profile": "coding",
    "web": {
      "search": {
        "provider": "brave"
      }
    },
    "allow": ["devclaw"]
  },
  "messages": {
    "ackReactionScope": "group-mentions"
  },
  "commands": {
    "native": "auto",
    "nativeSkills": "auto",
    "restart": true,
    "ownerDisplay": "raw"
  },
  "session": {
    "dmScope": "per-channel-peer"
  },
  "hooks": {
    "internal": {
      "enabled": true
    }
  },
  "channels": {
    "telegram": {
      "enabled": true,
      "dmPolicy": "pairing",
      "botToken": "<REDACTED>",
      "groups": {
        "<REDACTED>": {
          "requireMention": false
        }
      },
      "allowFrom": [
        "<REDACTED>"
      ],
      "groupPolicy": "allowlist",
      "streaming": "partial",
      "linkPreview": false
    }
  },
  "gateway": {
    "port": 18789,
    "mode": "local",
    "bind": "loopback",
    "auth": {
      "mode": "token",
      "token": "<REDACTED>"
    },
    "tailscale": {
      "mode": "off",
      "resetOnExit": false
    },
    "nodes": {
      "denyCommands": [
        "camera.snap",
        "camera.clip",
        "screen.record",
        "contacts.add",
        "calendar.add",
        "reminders.add",
        "sms.send"
      ]
    }
  },
  "plugins": {
    "allow": [
      "devclaw",
      "telegram"
    ],
    "entries": {
      "telegram": {
        "enabled": true
      },
      "devclaw": {
        "enabled": true,
        "config": {
          "work_heartbeat": {
            "enabled": false,
            "intervalSeconds": 60,
            "maxPickupsPerTick": 4
          }
        }
      }
    },
    "installs": {
      "devclaw": {
        "source": "npm",
        "spec": "@laurentenhoor/devclaw",
        "installPath": "/Users/<user>/.openclaw/extensions/devclaw",
        "version": "1.6.10",
        "resolvedName": "@laurentenhoor/devclaw",
        "resolvedVersion": "1.6.10",
        "resolvedSpec": "@laurentenhoor/devclaw@1.6.10",
        "integrity": "sha512-XSzsSi52hFZjj+y+Iww9P5s28NmCNQBvGOZzQRBUvbOzEJM+R4S+EcpdqxPzbFmS66X6KjMEqf3wSR/WeMFkdg==",
        "shasum": "471db73720c3ebab75512dce83ccca04606366f5",
        "resolvedAt": "2026-03-10T20:07:42.221Z",
        "installedAt": "2026-03-10T20:07:42.267Z"
      }
    }
  }
}

Environment

🦞 OpenClaw 2026.3.8 (3caab92)
🧠 Model: openai-codex/gpt-5.4 · 🔑 oauth (openai-codex:default)
📚 Context: 0/272k (0%) · 🧹 Compactions: 0
🧵 Session: agent:main:telegram:direct:111111111 • updated just now
⚙️ Runtime: direct · Think: low
🪢 Queue: collect (depth 0)

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