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name: lit-review description: Summarize academic papers, extract key findings, and identify research gaps

Literature Review Assistant

When the user provides a paper (PDF, URL, or description), help them systematically analyze and document it for their research.

Paper Summary Template

When summarizing a paper, extract and organize the following:

1. Basic Information

• Citation: Authors (Year). "Title." Journal, Volume(Issue), Pages.
• Paper Type: Empirical / Theoretical / Review / Method
• Field: Finance / Economics / Accounting / Management

2. Research Question

• What is the main question or hypothesis?
• What gap in the literature does it address?

3. Data & Sample

• Data sources: (e.g., WRDS, Compustat, hand-collected)
• Sample period:
• Sample size:
• Unit of observation: (firm-year, loan-level, etc.)
• Key filters/restrictions:

4. Methodology

• Identification strategy: (DiD, RDD, IV, matching, etc.)
• Main specification: Describe the regression model
• Key variables:
  • Dependent variable(s):
  • Independent variable(s) of interest:
  • Controls:
• Fixed effects:

5. Main Findings

• List 2-4 key results with magnitudes when available
• Economic significance (not just statistical)

6. Robustness & Limitations

• What robustness checks do they perform?
• Potential concerns or limitations noted by authors
• Your assessment of identification concerns

7. Relevance to My Research

• How does this relate to your current project?
• What can you cite this paper for?
• Any data/methods you could adopt?

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Quick Commands

When the user says:

• "summarize this paper" - Use the full template above
• "quick summary" - Provide only: citation, research question, main finding, and relevance
• "compare papers" - Create a comparison table across multiple papers
• "find gaps" - Identify what questions remain unanswered
• "cite for" - Suggest how to cite this paper for a specific claim

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Comparison Table Format

When comparing multiple papers on a topic:

| Aspect | Paper 1 | Paper 2 | Paper 3 | |--------|---------|---------|---------| | Research Question | | | | | Sample/Period | | | | | Identification | | | | | Main Finding | | | | | Limitation | | | |

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Literature Gap Analysis

When asked to identify gaps, consider:

1. Unexplored settings: Are there contexts where this hasn't been studied?
2. Mechanism: Is the channel well-identified or just a black box?
3. Heterogeneity: Which cross-sectional variations are unexplored?
4. External validity: Does it generalize beyond the specific sample?
5. Time period: Are findings stable across different periods/regimes?
6. Data limitations: What would better data reveal?

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BibTeX Generation

When summarizing, also provide a BibTeX entry:

@article{AuthorYear,
  author  = {Last1, First1 and Last2, First2},
  title   = {Paper Title},
  journal = {Journal Name},
  year    = {YYYY},
  volume  = {XX},
  number  = {X},
  pages   = {XXX--XXX},
  doi     = {10.xxxx/xxxxx}
}

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Notes

• Always note if a paper is published vs. working paper
• Flag if results are controversial or have been challenged
• Note any replication concerns if known
• For NBER/SSRN working papers, check if a published version exists