last30days-skill - An open-source, cross-platform AI agent real-time commentary research tool.

What is last30days-skill?

last30days-skill is an open-source AI agent research skill that allows agents to automatically scrape real discussions from major overseas social media platforms over the past 30 days and synthesize citation-supported reports. The tool deeply crawls Reddit comments, top-rated replies, full YouTube transcripts, TikTok interactions, Polymarket odds, and more, sorting them by real human participation. last30days-skill supports intelligent topic analysis, cross-source story clustering, automatic competitor comparison, and shareable HTML summaries, helping users quickly grasp the true community consensus and latest developments on any topic.

The main functions of last30days-skill

• Cross-platform deep integrationParallel search of more than ten platforms including Reddit, X, YouTube, TikTok, HN, Polymarket, GitHub, and Bluesky, crawling comments, replies, full transcripts, and odds data.
• Sort by actual popularityScoring based on human participation signals such as upvotes, likes, views, and Polymarket odds.
• Intelligent Pre-researchAfter entering a topic, it automatically parses relevant entities, such as X account, GitHub repository, subreddit, TikTok tag, and then performs a precise search.
• Cross-source clustering mergingWhen the same story appears on different platforms, it will be automatically merged into one entry to avoid duplication.
• Shareable HTML presentationsGenerates self-contained dark mode HTML files that can be directly placed in Slack, email, or Notion.
• GitHub Personal ModeFor topics related to individuals, the query will automatically switch to the author dimension, displaying PR merging rate, number of stars, and published activities.
• ELI5 modeIt can rewrite complex reports into plain language versions with a single click.
• Automatic competitor comparison:support --competitors Parameters are automatically discovered and compared in parallel with leading competitors.

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How to use last30days-skill

• Installation skillsClaude Code User Run /plugin marketplace add mvanhorn/last30days-skill and /plugin install last30daysOther hosts running npx skills add mvanhorn/last30days-skill -g。
• First run:enter /last30days <话题>Zero-configuration Reddit, HN, Polymarket, and GitHub sources work immediately.
• Unlock more sourcesFollow the prompts to configure X Browser login, install yt-dlp, or set up a ScrapeCreators/Perplexity API Key to enable YouTube, TikTok, Instagram, etc.
• Generate a briefingAsk directly /last30days <话题>, give me a shareable HTML brief An offline HTML report is available.
• In-depth questioningAfter the presentation is generated, continue asking questions in the same session, and the AI will answer based on the full context it has captured.

The core advantages of last30days-skill

• Depth is better than breadthIt supports capturing comments, replies, and full transcriptions; high-quality information is often hidden in the comments section.
• Real signal driveRankings are determined by human votes and spending money, not by search engine optimization.
• Multi-platform bridgingIt connects more than ten independent platform walls and gardens, providing a comprehensive view at once.
• Intelligent entity analysisThe v3 engine first understands the topic before searching, finding content that the v2 engine could not find.
• Privacy and Open SourceIt is open source under the MIT license, with no tracking or analysis, and all research files are stored on the local machine.