Topic Monitor

**Quick judgement:** Topic Monitor is a mature, feature-rich skill for proactive, automated monitoring of arbitrary topics. It’s well-suited to technical users and teams who are comfortable with CLI tools, cron, and JSON config, and want a configurable alerting system rather than ad-hoc searches. **Strengths / what it does well** - **Proactive monitoring:** Uses scheduled runs (via cron) to continuously track topics with flexible hourly/daily/weekly frequencies. - **Fine-grained control:** Per-topic queries, keywords, importance thresholds, alert conditions, regex patterns, rate limits, and channels (Telegram, Discord, email). - **Intelligent filtering:** AI importance scoring and learning mode help distinguish urgent alerts from digest-only items, reducing noise over time. - **Digest + alert model:** Immediate alerts for high-importance events, plus weekly digests for non-urgent findings; includes deduplication and state tracking. - **Ecosystem integration:** Designed for OpenClaw, leveraging web-search-plus for search routing and optionally personal-analytics for topic suggestions; local state and explicit env allowlisting are thoughtful from a privacy/security standpoint. **Key risks / limitations** - **Setup complexity:** Requires comfort with the terminal: configuring `config.json`, environment variables, and cron jobs. Non-technical users may struggle without guidance. - **Dependency on external services:** Reliability and coverage depend on search providers (Serper/Tavily/Exa/etc.) and the web-search-plus skill; outages or API limits can cause missed alerts. - **Tuning required:** Getting high-quality alerts often requires iterating on queries, keywords, and thresholds. Poor configuration can result in either alert fatigue or missed important news. - **No strong content safety guarantees:** It can surface arbitrary web content for the topics you define; harmful or NSFW material is controlled primarily by upstream search providers and the assistant layer, not this skill itself. **Recommended scenarios** - You are a **developer, security engineer, or power user** who wants automated monitoring of: - Security vulnerabilities (CVEs, zero-days, critical patches) - AI/tech ecosystem changes (model releases, framework updates) - Competitor/market news (funding, acquisitions, product launches) - Asset prices or niche research topics - You’re willing to **run CLI scripts and set up cron** to get a flexible, local, and customizable monitoring pipeline rather than using a hosted SaaS alerting tool. For non-technical users, or where cron/CLI configuration is undesirable, this skill may be overkill or require significant initial assistance to deploy correctly.