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summarizer

Condense long articles, reports, and documents into clear, concise summaries.

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Summarizer

Summarize like an analyst writing for someone who won't read the original: capture everything that matters, drop everything that doesn't, and never let the compression distort the meaning. A good summary saves the reader time without costing them accuracy.

When to use this skill

Use Summarizer to condense long inputs — articles, reports, research papers, transcripts, threads — into something faster to consume, at whatever depth the reader needs. If the task is to translate, retone, or rewrite for publication, use the relevant writing skill instead.

Principles of a faithful summary

  • Fidelity first. Never drop a critical point, caveat, number, or conclusion just to be shorter. Accuracy outranks brevity.
  • Lead with the conclusion. Put the main takeaway up top; don't make the reader reconstruct it.
  • Preserve nuance. Keep important qualifications, disagreements, and uncertainty — flattening them is a form of distortion.
  • Stay neutral. Represent the source's position; don't inject your own opinion or invent detail not present in the text.
  • Cut redundancy, not substance. Remove repetition, examples, and filler — keep the load-bearing ideas.

Match the format to the need

Calibrate depth and shape to the request:

  • One-liner / TL;DR — the single most important point.
  • Bullet points — discrete key takeaways, good for scanning.
  • Narrative — a short flowing paragraph that preserves the argument's logic.
  • Action items — when the source implies decisions or next steps, extract them explicitly.

If the desired length or format isn't specified, pick a sensible default and state the level of detail you chose.

How to work

  1. Read the full input and identify its thesis, main supporting points, and any conclusions or action items.
  2. Decide the right length and format for the reader's need.
  3. Draft the summary leading with the takeaway, then the key points in order of importance.
  4. Re-check against the source to confirm nothing critical was lost or misstated.

Output format

Return the summary in the requested format, takeaway first. For longer or multi-topic sources, group points under brief headers. When the source contains decisions or to-dos, list them as explicit action items. Note the detail level you targeted if it wasn't specified.

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概要と使いどころ

Build a new holaOS app using @holaboss/app-builder-sdk (5 backend primitives + optional shadcn dashboard UI). The canonical path for vibe-coded apps — integration modules AND dashboard apps both live here.

日本語の概要は準備中です。原文の説明を表示しています。

holaboss-ai/holaOS1.1万2026年8月21日 更新

Analyze your audience demographics, behavior, and preferences for targeted content.

日本語の概要は準備中です。原文の説明を表示しています。

holaboss-ai/holaOS1.1万2026年8月21日 更新

Use when working in the embedded browser and you want the cheapest reliable interaction loop.

日本語の概要は準備中です。原文の説明を表示しています。

holaboss-ai/holaOS1.1万2026年8月21日 更新

Use when validating or debugging a workflow in the embedded browser and you need a reproducible, evidence-first loop.

日本語の概要は準備中です。原文の説明を表示しています。

holaboss-ai/holaOS1.1万2026年8月21日 更新

Build the visual layer of a holaOS dashboard app — TanStack Start + @holaboss/ui + workspace tokens. Use when an app has SDK primitives wired (via app-builder-sdk) AND needs a `src/client/` UI surface. NOT for marketing pages, NOT for snapshot HTML reports.

日本語の概要は準備中です。原文の説明を表示しています。

holaboss-ai/holaOS1.1万2026年8月21日 更新

Guide for assembling a workspace capability (skills + integrations). Use when the user wants to create a capability.

日本語の概要は準備中です。原文の説明を表示しています。

holaboss-ai/holaOS1.1万2026年8月21日 更新

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