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AI Summaries

The Live Feed shows every tweet. Top Performers shows the ones gaining traction. AI Summaries answer something different: what is everyone actually talking about right now?

The summaries panel sits in the bottom 40% of the AI Actions column and updates automatically as the feed evolves.

What's in a summary

Every summary captures:

Trending Topics (up to 4)

For each topic:

  • Topic name: what it's about, in one phrase.
  • Sentiment: Positive / Neutral / Negative.
  • Momentum: Rising / Stable / Falling.
  • Context: a one-line gloss on why it matters.

Categories (a 2×2 grid)

Each summary lays out four category cards:

  • Politics & Policy
  • Crypto Markets
  • Tech Companies
  • Sentiment Signals

Inside each card:

  • ★ Carried-forward items: themes that survived from the previous summary cycle. These are the persistent stories, not flashes in the pan.
  • • New observations: what's emerged since the last summary.

Key Takeaways

The summary's editorial line: the points worth carrying into the next cycle. This feeds the carried-forward section of the next summary, giving the system a kind of working memory.

When summaries are generated

Automatically. You never trigger them. The backend continuously analyses the tweets you're tracking, generates a fresh summary on a cadence, then pushes it down the same WebSocket that powers the Live Feed.

How they appear in the UI

Summaries arrive newest-first in the AI Summaries panel. Each card shows a compact view:

  • 25%: topic strip on the left. Each topic shows its name, a sentiment pill and a one-line context. (Momentum is not shown on the compact card; it appears in the expanded view.)
  • 75%: the 2×2 category grid on the right.

The list loads a page at a time. Only the first page (20 summaries by default, set by VITE_AI_SUMMARIES_PER_PAGE) loads up front; a Load More button at the bottom fetches older summaries. The same Load More applies to search results.

The panel header carries two extras:

  • A Search box with a Search... placeholder. Type a keyword to filter past summaries across the whole list. Clearing it returns you to the full newest-first feed. The search is separate from the View modal.
  • A small position counter, for example 3/57, tracking which summary is in view out of the total available. While searching it switches to a results count (matches loaded out of matches found).

The View modal

Click View on any card to expand the full summary in a modal. Its header shows the summary's timestamp and an N tweets analyzed pill telling you how many tweets fed that summary. The body adds what the compact card trims:

  • Full-length context for every trending topic, each with both a momentum pill and a sentiment pill.
  • All four categories with their complete carried-forward and new-observation lists.
  • The complete Key Takeaways section.

Why this helps when posting

Before you reply to a tweet, the summary tells you what frame that tweet sits inside. Is the topic Rising or Falling? What's the sentiment of the broader conversation? You can write a reply that feels timed and contextual rather than one that's missing the room.

That's also why tone-tuning matters. See Tones.