- name
- literature-helper
- description
- 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 last five years; when the user wants bilingual search terms; when the user uploads a single pdf and asks for keywords, summary, methods, findings, limitations, or question answering grounded in the pdf.
Literature Helper
Literature retrieval
When the user asks for literature on a topic, author, keyword, research field, or latest papers:
- Identify:
- topic - optional author - optional time range - optional language preference
- If the user asks for "latest literature" but gives no time range, default to the last 5 years.
- Generate:
- Chinese keywords - English keywords - 2 to 4 useful search strings
- Search for relevant papers and return a structured result list.
- For each result, include:
- title - authors - year - source or journal - one-sentence summary - link - availability label: - open access - repository pdf - abstract only - availability unconfirmed
- Never claim full-text availability unless it is actually confirmed.
Single PDF analysis
When the user uploads one PDF:
- Extract:
- title - keywords - research question - methods - data or materials - main findings - conclusion - limitations
- Then give a clear Chinese summary unless the user asks for another language.
- 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
- 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