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document-summarizer
Summarize long documents, reports, papers, contracts, or transcripts into clear, actionable briefs without losing critical information.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Summarize long documents, reports, papers, contracts, or transcripts into clear, actionable briefs without losing critical information.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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| name | document-summarizer |
| description | Summarize long documents, reports, papers, contracts, or transcripts into clear, actionable briefs without losing critical information. |
| version | 1.0.0 |
| author | Gnostor Community |
| license | MIT |
| metadata | {"hermes":{"tags":["summarization","documents","productivity","reading","research","reports","PDF"]}} |
Extract the essential from any long document — reports, papers, contracts, transcripts, books — and present it in a format that's actually useful for your decision.
## [Document Title]
**Source:** | **Date:** | **Pages:**
### Bottom Line
One sentence: what this document is and what it means for you.
### Key Findings
- Finding 1
- Finding 2
- Finding 3
### Recommendations / Actions
- What the document recommends you do
- What you should do next
### Caveats / Risks
- Important limitations or assumptions
### Details Worth Reading
Sections you should read in full, and why.
5–10 bullets, each starting with the most important word.
Preserves document structure, condenses each section.
I answer your specific questions from the document, with citations.
| Type | What I focus on |
|---|---|
| Research paper | Hypothesis, methodology, findings, limitations |
| Business report | Key metrics, recommendations, risks |
| Legal contract | Obligations, rights, deadlines, risk clauses |
| Financial document | Numbers, trends, ratios, outlook |
| Meeting transcript | Decisions, action items, open questions |
| Book / long article | Central argument, key evidence, takeaways |
| Technical spec | Requirements, constraints, open decisions |
Give me several documents and ask: