Define a monitor in one sentence
Describe what matters and what to exclude in plain language; the agent turns it into a reusable monitoring definition.
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Open Skill · Intelligence Monitoring
Open source
Monitor Anything
Subscribe to what truly matters and receive a reasoned visual briefing every day.
Turn a plain-language area of interest into ongoing intelligence monitoring. It gathers from multiple channels, removes duplicates, lets the agent filter and cluster related stories across sources, then produces a browsable, shareable daily report.
Multi-sourceDaily briefClusteringVisual report
01 · VALUE
What it does for you
From signal volume to useful judgment
Repeated and low-relevance items are progressively compressed, keeping events validated across independent sources.
Daily reports with a living archive
Every run produces a standalone report and updates a permanent history page for sharing and review.
Lightweight, transparent, portable
Deterministic scripts use only Python's standard library, while semantic work is performed by the agent—no separate LLM API key required.
02 · WORKFLOW
The core workflow
Six stages progressively compress raw signals into actionable judgment.
Collect
Pull recent updates from multiple public channels
Clean
Deduplicate by ID and URL, then normalize content
Filter
Judge relevance against your monitoring intent
Cluster
Merge the same event across independent sources
Summarize
Explain the event, its value, and why it matters
Render
Create a complete browsable and shareable brief
03 · SHOWCASE
Real output
The report shows more than a list of links: it makes the process, selection, and reasoning visible.
01
Report archive
A permanent home for reviewing each daily report and its most important signals.
02
Daily report
See the input volume, six-stage workflow, cross-source headlines, and the reasoning behind each result.
OPEN SOURCE
Start using Monitor Anything
Read the complete source and usage guide, or get the skill from SkillHub.