Smart Web Monitor (智能网页监控)

Smart web monitor with AI-powered matching. Unlike keyword/regex monitors, this skill uses the agent's own LLM reasoning to evaluate whether a web page matches your condition — enabling natural language monitoring like '是否有新的风控岗位？排除实习'. Supports keyword/regex/CSS/JSONPath for simple cases, and LLM for intelligent matching. Triggers on: monitor website, watch page, check for changes, web monitor, smart monitor, 监控网页, 网页变化检测, 职位监控. Requires: Python 3, openclaw cron.

Watch any web page for changes — with AI-powered understanding. Instead of rigid keyword matching, describe what you're looking for in natural language and let the agent decide.

Why "Smart"?

普通监控	Smart Web Monitor
关键词匹配：risk manager	自然语言："是否有风控岗位？排除实习"
静态正则：risk.{0,20}manager	Agent 理解上下文语义
匹配即通知	匹配后 Agent 可以总结、分析、过滤
一次判断	Agent 持续推理，理解页面结构变化

Quick Start

Create a Monitor

# Simple: keyword match
python3 scripts/monitor.py create \
  --name "hk-risk-jobs" \
  --url "https://careers.example.com/risk" \
  --match-type keyword \
  --match-value "risk manager,hong kong,compliance"

# Smart: LLM match (agent evaluates with natural language understanding)
python3 scripts/monitor.py create \
  --name "hk-fintech-news" \
  --url "https://36kr.com" \
  --match-type llm \
  --match-value "是否有香港金融科技、虚拟银行相关新闻？排除广告。"

Run (keyword/regex/css/jsonpath)

python3 scripts/monitor.py run --event hk-risk-jobs
# → auto-matches, auto-pauses on match

Fetch for LLM (extract text only)

python3 scripts/monitor.py fetch --event hk-fintech-news
# → outputs JSON with page text for LLM agent to evaluate

After Match — Pause & Resume

python3 scripts/monitor.py resume --event xxx   # 继续
python3 scripts/monitor.py pause --event xxx    # 暂停
python3 scripts/monitor.py disable --event xxx  # 停用
python3 scripts/monitor.py enable --event xxx   # 启用

Match Types

Type	How It Works	Smart?	Example
keyword	Comma-separated keywords (case-insensitive)	❌	risk manager,hong kong
regex	Regular expression pattern	❌	risk.{0,20}manager
css	CSS selector — matches if elements exist	❌	.job-listing .title
jsonpath	JSONPath for API responses	❌	$.data.jobs[*].title
llm	🤖 Agent evaluates with LLM reasoning	✅	是否有风控岗位？排除实习

🤖 LLM Match (Smart Matching — 核心功能)

This is what makes the monitor "smart". Instead of rigid pattern matching, the agent reads the page and thinks.

How it works:

1. monitor.py fetch — fetches page, extracts clean text → outputs JSON
2. Cron agent — reads the text, evaluates using its own LLM reasoning
3. Agent decides: does this match the condition?
4. If matched → notifies you with a summary → auto-pauses (won't spam)
5. If not matched → silently skips

This enables natural language conditions that would be impossible with regex:

• "是否有新的职位空缺？排除已见过的"
• "页面上有没有提到 Series B 或以上的融资？"
• "是否出现了与 AI 安全相关的文章？排除广告和推广内容"

State Machine

active ──(match found)──→ paused ──(resume)──→ active
   │                                            ↑
   └──(disable)──→ disabled ──(enable)──────────┘

Monitor Config Format

{
  "name": "hk-risk-jobs",
  "description": "Hong Kong risk management jobs",
  "urls": [{"url": "https://careers.example.com/risk", "label": "Example"}],
  "match": {
    "type": "llm",
    "value": "是否有香港风控或合规岗位？排除实习。"
  },
  "interval": 7200,
  "state": "active",
  "enabled": true
}

Cron Integration

For keyword/regex/css/jsonpath monitors:

openclaw cron add \
  --name "Monitor: hk-risk-jobs" \
  --cron "0 */2 * * *" \
  --tz "Asia/Hong_Kong" \
  --session isolated \
  --message "Run monitor: cd /home/node/.openclaw/workspace/skills/web-monitor && python3 scripts/monitor.py run --event hk-risk-jobs" \
  --announce --channel discord --to "user:YOUR_ID" --light-context

For LLM monitors:

openclaw cron add \
  --name "Monitor: hk-fintech-news" \
  --cron "0 */3 * * *" \
  --tz "Asia/Hong_Kong" \
  --session isolated \
  --message 'You are a web monitor agent. Run: cd /home/node/.openclaw/workspace/skills/web-monitor && python3 scripts/monitor.py fetch --event hk-fintech-news. Read the output JSON. For each URL, evaluate if the page content matches the condition: "是否有香港金融科技相关新闻？排除广告。" If matched: output a brief summary of what matched. If not matched: say "no match". If matched, also run: python3 scripts/monitor.py pause --event hk-fintech-news' \
  --announce --channel discord --to "user:YOUR_ID" --light-context

All Commands

Command	Usage
create	Create new monitor
run --event X	Run with built-in matching
fetch --event X	Fetch page text (for LLM)
list	Show all monitors
show --event X	Show config
resume/pause/disable/enable	State management
delete --event X	Delete monitor
add-url	Add URL to monitor