summary-agent

Generate structured summaries from research drafts with key evidence and sources.

2|Updated Jan 25, 2026
One-click install
npx skills add https://github.com/Bhuvansai-16/MAIRA --skill summary-agent
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summary-agent
Source: https://github.com/Bhuvansai-16/MAIRA/tree/main/backend/skills/summary-agent
Command: npx skills add https://github.com/Bhuvansai-16/MAIRA --skill summary-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill condenses lengthy research drafts into a concise, structured summary, making complex findings easily digestible for end-users.

Core Features & Use Cases

  • Structured Summarization: Generates a 3-paragraph findings summary, 5-7 key evidence bullet points, and a clean source list.
  • Integration: Called after draft verification and before final report generation, ensuring the summary is part of the overall research output.
  • Use Case: After an AI completes a deep dive into a scientific topic, this Skill ensures the user gets a quick, understandable overview of the key takeaways and supporting evidence without needing to read the entire draft.

Quick Start

Summarize the following verified research draft on quantum computing: The latest advancements in quantum entanglement and its applications in secure communication.

Frequently Asked Questions about summary-agent

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

FAQPage Schema
How do I distill detailed research drafts into a concise summary?

To distill research drafts into a concise summary, this Skill processes verified content and outputs a three-paragraph overview, key evidence bullet points, and a source list. It relies entirely on internal model reasoning to condense findings without external dependencies.

What is the best way to structure findings from a lengthy research draft?

The best way to structure research findings is using a three-paragraph overview followed by 5-7 key evidence bullet points and a clean source list. This format ensures complex findings are easily digestible for end-users.

Can I summarize a scientific research draft without external tool dependencies?

Yes, you can summarize a scientific research draft without external tool dependencies. This Skill operates as a pure reasoning agent, relying solely on its internal model to process and condense verified draft content.

When do I need to generate a structured summary for a research report?

You need to generate a structured summary for a research report after draft verification and before final report generation. This ensures the summary integrates seamlessly into the overall research output.

How many key evidence bullet points are included in a research summary?

A research summary includes 5-7 key evidence bullet points extracted from the detailed draft. These bullet points highlight the core supporting evidence alongside a three-paragraph findings overview.