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topic-tracker

Track topics from web sources and generate a daily digest dashboard.

12|6|Updated Dec 2, 2025
Search Tags:#search#memory#notifications#visualization#topic-tracking#daily-digest#web-sources
One-click install
npx skills add https://github.com/shogo-labs/shogo-ai --skill topic-tracker
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: topic-tracker
Source: https://github.com/shogo-labs/shogo-ai/tree/main/packages/agent-runtime/templates/research-tracking/.shogo/skills/topic-tracker
Command: npx skills add https://github.com/shogo-labs/shogo-ai --skill topic-tracker

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Track topics of interest over time and generate a daily digest of latest developments from multiple web sources.

Core Features & Use Cases

  • Recall — Read memory for tracked topics and previous findings
  • Search — For each topic, search for news/developments from the last 24 hours
  • Filter — Skip articles already in memory, focus on genuinely new information
  • Build canvas — Create or update a digest dashboard:
    • Date badge at top
    • Card per topic with latest headlines and summaries
    • Table of all new articles with source, date, and summary
  • Persist — Save the digest to memory with today's date
  • Notify — If a channel is configured, send a summary via send_message

If no topics are configured yet, ask the user what they want to track and save to memory.

Quick Start

Configure topics to track and run the daily digest to generate today's summary.

Frequently Asked Questions about topic-tracker

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a daily digest of news developments for specific tracked topics?▼

A daily topic digest compiles recent web developments by searching for news, filtering out previously stored articles via memory, and visualizing the new summaries in a dated dashboard.

Can I get notifications when my daily topic tracking summary is ready?▼

Yes, daily topic tracking supports optional notify integration to send a summary via send_message if a notification channel is configured, allowing you to receive updates when the digest is ready.

How do I track competitive intelligence topics over time without seeing duplicate news?▼

The Skill reads existing memory for previously found competitive intelligence articles, searches the web for the last 24 hours of developments, and filters out duplicates to focus only on genuinely new information for your daily update.

How do I visualize tracked web sources and daily topic progress in a dashboard?▼

You can visualize tracked web sources by creating or updating a digest dashboard that displays a date badge, a card per topic with latest headlines, and a table of all new articles with source, date, and summary.

What do I need to configure before starting daily topic tracking and web search digests?▼

Before starting daily topic tracking, you need to specify the topics you want to track. If no topics are configured in memory yet, the Skill will ask you what you want to track and save it for future web search digests.

Does daily topic tracking work for personal research and product monitoring?▼

Yes, daily topic tracking works for personal research, product monitoring, competitive intelligence, and any workflow needing a daily update on topic progress by fetching, storing, and visualizing results from multiple web sources.

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