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文献助手

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literature retrieval and single-pdf analysis for academic research. use when the user asks to find papers by topic, author, keyword, or latest papers in the...

What it does

literature retrieval and single-pdf analysis for academic research. use when the user asks to find papers by topic, author, keyword, or latest papers in the...

The skill document

Literature Helper

Literature retrieval

When the user asks for literature on a topic, author, keyword, research field, or latest papers:

  1. Identify:

    • topic
    • optional author
    • optional time range
    • optional language preference
  2. If the user asks for "latest literature" but gives no time range, default to the last 5 years.

  3. Generate:

    • Chinese keywords
    • English keywords
    • 2 to 4 useful search strings
  4. Search for relevant papers and return a structured result list.

  5. For each result, include:

    • title
    • authors
    • year
    • source or journal
    • one-sentence summary
    • link
    • availability label:
      • open access
      • repository pdf
      • abstract only
      • availability unconfirmed
  6. Never claim full-text availability unless it is actually confirmed.

Single PDF analysis

When the user uploads one PDF:

  1. Extract:

    • title
    • keywords
    • research question
    • methods
    • data or materials
    • main findings
    • conclusion
    • limitations
  2. Then give a clear Chinese summary unless the user asks for another language.

  3. If the user asks questions about the PDF:

    • answer primarily from the PDF
    • if the answer is not found in the PDF, say clearly that it was not found in the document
    • do not invent details

Output style

For literature retrieval, use:

Search terms

  • Chinese:
  • English:
  • Suggested search strings:

Results

  1. Title
    • Authors:
    • Year:
    • Source:
    • Summary:
    • Link:
    • Availability:

For PDF analysis, use:

Basic information

Keywords

Research question

Methods

Data or materials

Main findings

Conclusion

Limitations

Answers to user questions

Reliability rules

  • Be explicit about uncertainty.
  • Never fabricate paper links, authors, journals, or availability.
  • Distinguish clearly between:
    • open access direct pdf
    • repository version
    • abstract page only
    • unconfirmed access

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