summarization

Create structured summaries of documents, meetings, research, and code changes.

55|41|Updated Aug 9, 2026
One-click install
npx skills add https://github.com/Rylaispirit/rylai-codex-hermes-skills --skill summarization-rylaispirit
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: summarization
Source: https://github.com/Rylaispirit/rylai-codex-hermes-skills/tree/main/skills/summarization
Command: npx skills add https://github.com/Rylaispirit/rylai-codex-hermes-skills --skill summarization-rylaispirit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Long documents, meeting transcripts, research papers, and multi-source material take too long to read, and ad-hoc summaries often lose critical figures, decisions, or caveats. This Skill provides a disciplined workflow that compresses source material while preserving meaning, evidence, and uncertainty. ## Core Features & Use Cases - Multiple Summary Formats: Choose from executive briefs, technical summaries, meeting notes, research digests, and multi-source syntheses, each with a defined structure. - Source Auditing: A built-in audit step verifies names, figures, dates, units, and negation against the source, and flags contradictions instead of silently resolving them. - Adjustable Compression Levels: Scale output from a one-paragraph snapshot to a detailed structured brief based on information density and reader needs. - Use Case: After a long project meeting, paste the transcript and receive a summary with decisions, action items with stated owners and due dates, key reasoning, disagreements, and open questions. ## Quick Start Summarize the attached meeting transcript into decisions, action items, and open questions using the summarization skill.

Frequently Asked Questions about summarization

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

FAQPage Schema
How do I summarize a long document without losing key details?▼

Use a structured summarization workflow that builds a source map of claims, decisions, evidence, and dates before writing. This skill ranks information by reader need and audits the draft against the source for figures, names, and negation.

How to summarize meeting transcripts into action items?▼

Apply the meeting summary format, which extracts decisions, action items with stated owners and due dates, key reasoning, disagreements, and open questions. It never assigns an owner or deadline that was not explicitly agreed in the source.

Can I summarize multiple sources into one synthesis?▼

Yes, the multi-source synthesis mode reads all available sources first, organizes findings by theme, attributes source-specific claims, and surfaces conflicts in dates, measurements, or conclusions. Repeated claims are not treated as independent confirmation.

What summary formats does this skill support?▼

It supports executive briefs, technical summaries, meeting or conversation notes, research digests, and multi-source syntheses. Compression levels range from a one-paragraph snapshot to a detailed structured brief, with optional reusable templates in summary-templates.md.

What are the limitations of AI document summarization?▼

Summaries cannot cover inaccessible, truncated, or poorly extracted source material, and scanned documents or recordings may have extraction errors. This skill explicitly notes missing pages, failed extraction, and inaudible segments rather than pretending full coverage.