What are AI-Glance Summaries?
AI-Glance Summaries are short, AI-generated 3–5 word summaries that appear on every mention card in your inbox. They give you instant context without opening the issue or page.
What they show
Section titled “What they show”Each mention displays a one-line AI summary describing what the mention is about. For example:
- “Review pull request changes”
- “Database performance issue”
- “Approve Q3 budget proposal”
- “Deploy to production today”
These summaries are generated by the same AI that classifies Action, Urgency, and Impact — they’re based on the full context of the comment and the issue or page it’s in.
When you see them
Section titled “When you see them”AI-Glance Summaries appear:
- In your Krina inbox on every mention card
- In the Krina panel in Jira issues and Confluence pages
- In the Follow-ups view alongside your follow-up date
They help you scan through mentions quickly and prioritize what to tackle first, without reading the full text.
Why they’re useful
Section titled “Why they’re useful”- Quick triage — Scan multiple mentions at a glance without opening each one
- Accurate context — The summary reflects the actual ask, not just a keyword match
- Searchable — The summary text is indexed alongside the full comment, so you can search for concepts even if those exact words didn’t appear in the original text
Accuracy
Section titled “Accuracy”AI-Glance Summaries are generated at the same time as the classification (Action, Urgency, Impact). They’re as accurate as Krina’s classification — if a mention is miscategorized, the summary may also be slightly off. If you notice inaccurate summaries, they usually resolve when you re-classify the mention or when Krina’s AI model is updated.
Differences from the full text
Section titled “Differences from the full text”The summary is NOT the beginning of the comment. It’s an AI-generated extract that captures the essence of the ask. The full comment text is still stored and fully searchable — the summary is just the headline.
Limitations
Section titled “Limitations”AI-Glance Summaries have a few edge cases where they may be less precise:
- Very short comments (one or two words, emojis only) — The summary may be generic or unhelpful
- Ambiguous comments — Comments where the ask is implied rather than explicit may produce inaccurate summaries
- Complex requests — Multi-part requests may only capture part of the ask
- Sarcasm or irony — The AI may interpret sarcasm literally
In these cases, the full comment text is always available to read. If you find a summary consistently inaccurate, re-classifying the mention (edit and save the comment again) may improve future summaries.