Summarize Anything
by Lily Studio
Extract concrete facts and actionable insights from any text in six customizable summary formats.
Free
Works with the AI tools you already use
See it in action
You say
Summarize this report on the Q3 server migration. I need to know the specific technical hurdles and the final resolution. Use bullet points.
Your agent does
- Data latency increased by 40% during the initial database cutover due to an unoptimized index on the legacy table.
- The migration team rolled back the primary cluster at 02:00 UTC after detecting a 5% packet loss in the staging environment.
- Final resolution involved upgrading the VPC peering connection to 10Gbps and re-indexing the user metadata table before the successful 05:00 UTC cutover.
About this skill
The problem
Synthesizing long documents, meeting notes, or legal papers is a manual chore that eats up hours of billable time. Generic AI summaries often provide vague "tables of contents" that tell you what topics are discussed without actually conveying the data or decisions within them.
What it does
- Extracts specific facts, claims, and conclusions rather than just listing topics covered.
- Offers six distinct output modes including paragraphs, scannable bullet points, and chronological timelines.
- Generates structured hierarchical outlines for long-form research papers and technical reports.
- Performs targeted searches within pasted text to find specific names, dates, or recommendations.
- Supports re-formatting the same source text into different modes without needing to re-paste the data.
Why this beats prompting it yourself
This skill enforces a strict substance-over-topic rule, ensuring every line delivers actual information. It eliminates the "hallucination of brevity" where models skip crucial details, providing a consistent conversational flow that guides you to the right format every time.
Use cases
- Convert messy meeting transcripts into chronological timelines of decisions.
- Boil down 20-page research papers into a single, high-impact sentence for quick review.
- Turn dense legal or insurance documents into structured, scannable outlines.
- Find specific data points or dates hidden in long email threads or reports.
Known limitations
The timeline mode requires chronologically structured source text and will prompt for a different format if dates or sequential steps are missing.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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