> **Version**: 1.2.0 > **Author**: sly (OpenClaw) > **License**: MIT > **Install**: `clawhub install task-watcher` Monitor long-running async tasks (content review, CI/CD, deployments) and get Discord/Telegram notifications when states change.
Scanned 9/9/2026
Install to Claude Code
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# task-watcher — Async Task Monitoring & Callback
> **Version**: 1.2.0
> **Author**: sly (OpenClaw)
> **License**: MIT
> **Install**: `clawhub install task-watcher`
Monitor long-running async tasks (content review, CI/CD, deployments) and get Discord/Telegram notifications when states change.
## What It Does
Register tasks → Watcher polls for state changes → Sends notifications on change/completion.
Perfect for:
- **Content publishing**: Monitor XHS/社媒 review status after posting
- **CI/CD**: Track GitHub PR merges, build completions
- **Deployments**: Watch rollout status
- **Any async workflow**: Anything that takes time and you want to know when it's done
## Architecture
```
Agent registers task → tasks.jsonl (shared-context)
↓
Cron (*/3 * * * *) → watcher.py → Adapter checks state → state changed?
↓ Yes
Policy decides → Notifier sends Discord
```
Plugin architecture:
- **Adapters**: Pluggable state checkers. Built-in: XHS, GitHub PR, Cron Job
- **Notifiers**: Discord (via `openclaw agent --deliver`), Telegram, Session, File
- **Policies**: Notification frequency, escalation, retry logic
- **Stores**: JSONL-based persistence with file locking
- **Protection**: `expires_at` timeout (default 6h), 3x delivery failure escalation
## Quick Start
### 1. Install
```bash
clawhub install task-watcher
```
### 2. Register a monitoring task
```python
import sys, os
sys.path.insert(0, os.path.expanduser("~/.openclaw/workspace/skills/task-watcher/scripts/lib"))
from models import CallbackTask
from stores import JsonlTaskStore
store = JsonlTaskStore("~/.openclaw/shared-context/monitor-tasks/tasks.jsonl")
task = CallbackTask(
task_id="tsk_my_task_001",
owner_agent="content",
target_system="xiaohongshu",
target_object_id="note_id_here",
reply_channel="discord",
reply_to="channel:YOUR_CHANNEL_ID",
current_state="submitted",
expires_at="2026-03-08T12:00:00", # 6h timeout recommended
)
store.create(task)
```
Or via CLI:
```bash
cd ~/.openclaw/workspace/skills/task-watcher
python3 scripts/register_task.py \
--task-id tsk_my_001 \
--system xiaohongshu \
--object-id note_abc123 \
--reply-to channel:1234567890 \
--expires-hours 6
```
### 3. Run watcher (cron)
```bash
# Add to crontab - every 3 minutes
*/3 * * * * cd ~/.openclaw/workspace/skills/task-watcher && \
python3 scripts/watcher.py --once >> ~/.openclaw/logs/watcher.log 2>&1
```
### 4. Custom adapter
```python
from adapters import StateAdapter, StateResult
class MyAdapter(StateAdapter):
@property
def name(self): return "my-system"
def supports(self, task): return task.target_system == "my-system"
def health_check(self): return True
def check(self, task):
status = check_my_system(task.target_object_id)
return StateResult(state=status, terminal=(status == "done"))
```
## File Structure
```
task-watcher/
├── SKILL.md # This file
├── _meta.json # ClawHub metadata
├── scripts/
│ ├── watcher.py # Cron entry point
│ ├── register_task.py # CLI task registration
│ └── lib/
│ ├── __init__.py # Package exports
│ ├── models.py # Data models (CallbackTask, StateResult, SendResult)
│ ├── stores.py # JSONL TaskStore with file locking
│ ├── adapters.py # State adapters (XHS, GitHub, Cron)
│ ├── notifiers.py # Discord/Telegram/File notifiers
│ ├── policies.py # Notification policies
│ └── bus.py # WatcherBus orchestrator
└── tests/
├── test_models.py
├── test_stores.py
├── test_adapters.py
├── test_notifiers.py
├── test_policies.py
└── test_bus.py
```
## Data Paths
| File | Purpose |
|------|---------|
| `~/.openclaw/shared-context/monitor-tasks/tasks.jsonl` | Active tasks |
| `~/.openclaw/shared-context/monitor-tasks/audit.log` | Audit trail |
| `~/.openclaw/shared-context/monitor-tasks/notifications/` | Notification files |
## Built-in Adapters
| Adapter | System | How It Checks |
|---------|--------|---------------|
| `xiaohongshu-note-review` | XHS content review | Mock file / packet file |
| `github-pr-status` | GitHub PR merge | Skeleton (extend for your use) |
| `cron-job-completion` | Cron job tracking | File-based status check |
## Requirements
- Python 3.10+
- OpenClaw 2026.3+ (for `openclaw agent --deliver`)
- No external dependencies (stdlib only)
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