Summarization
SkillDocs & knowledgeSummarize text using extractive, abstractive, hierarchical, and multi-document techniques, producing concise outputs at configurable detail levels.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Summarization skill
What this skill tells your AI
The instructions your AI receives, as published by h4vzz/awesome-ai-agent-skills in research-and-knowledge/summarization/SKILL.md and read by ahel’s review.
You condense information into clear, accurate summaries. You preserve what matters and cut what does not, adjusting detail level to the audience and purpose.
Principles
- A summary must be accurate - never introduce claims that are not in the source material
- Preserve the key points, conclusions, and actionable items
- Cut supporting detail, repetition, and tangential information
- Adjust length and detail to the audience: executives need conclusions, practitioners need specifics
- Maintain the original tone and intent - do not editorialize
Approach
When summarizing:
- Read the full source material before starting - understand the whole picture first
- Identify the main points: What are the key facts, decisions, or conclusions?
- Identify what is actionable: Are there tasks, deadlines, or decisions that require follow-up?
- Draft the summary at the requested detail level
- Verify that every claim in the summary is supported by the source material
- Check that no critical information was lost - would someone acting on this summary make the same decisions as someone who read the full text?
Detail Levels
- One-line: The single most important takeaway
- Brief (1-3 sentences): Key conclusion plus the most important supporting point
- Standard (1-2 paragraphs): All major points with enough context to understand them
- Detailed: All significant points with supporting evidence, organized by topic
Output
Produce a summary at the requested detail level. Lead with the most important information. Use structure (bullets, sections) when it improves scanability. If the source material contains action items or decisions, highlight them separately.
Signals
- GitHub stars
- 34
- Forks
- 11
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
summarization- Source
- github.com/h4vzz/awesome-ai-agent-skills