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Enhance citation management and literature review guidelines

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- Updated SKILL.md in citation management to include best practices for identifying seminal and high-impact papers, emphasizing citation count thresholds, venue quality tiers, and author reputation indicators.
- Expanded literature review SKILL.md to prioritize high-impact papers, detailing citation metrics, journal tiers, and author reputation assessment.
- Added comprehensive evaluation strategies for paper impact and quality in literature_search_strategies.md, including citation count significance and journal impact factor guidance.
- Improved research lookup scripts to prioritize results based on citation count, venue prestige, and author reputation, enhancing the quality of research outputs.
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Vinayak Agarwal
2026-01-05 13:01:10 -08:00
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% Scientific Report Template
% Uses scientific_report.sty for professional formatting
% Compile with: xelatex or lualatex
%
% This template demonstrates the full capabilities of the scientific_report.sty
% style package for creating professional research reports, technical reports,
% and white papers.
\documentclass[11pt,letterpaper]{report}
% Load the scientific report style package
\usepackage{scientific_report}
% Additional packages (optional, add as needed)
\usepackage{lipsum} % For placeholder text - remove in actual documents
% ============================================================================
% DOCUMENT METADATA
% ============================================================================
\hypersetup{
pdftitle={Research Report Title},
pdfauthor={Author Name},
pdfsubject={Research Subject},
pdfkeywords={keyword1, keyword2, keyword3}
}
% ============================================================================
% DOCUMENT BEGIN
% ============================================================================
\begin{document}
% ----------------------------------------------------------------------------
% TITLE PAGE
% ----------------------------------------------------------------------------
\makereporttitle
{Research Report Title} % Title
{A Comprehensive Analysis of [Topic]} % Subtitle
{Author Name, PhD} % Author(s)
{Research Institution / Organization} % Institution
{January 2025} % Date
% Alternative: Title page with cover image
% \makereporttitlewithimage
% {Research Report Title}
% {A Comprehensive Analysis of [Topic]}
% {../figures/cover_image.png}
% {Author Name, PhD}
% {Research Institution / Organization}
% {January 2025}
% ----------------------------------------------------------------------------
% FRONT MATTER
% ----------------------------------------------------------------------------
\pagenumbering{roman}
% Table of Contents
\tableofcontents
\newpage
% List of Figures
\listoffigures
\newpage
% List of Tables
\listoftables
\newpage
% ----------------------------------------------------------------------------
% EXECUTIVE SUMMARY
% ----------------------------------------------------------------------------
\chapter*{Executive Summary}
\addcontentsline{toc}{chapter}{Executive Summary}
\begin{executivesummary}[Report Overview]
This report presents a comprehensive analysis of [topic]. Our investigation reveals significant findings that have implications for [field/application]. The research was conducted using [methodology] and involved [sample/data description].
\end{executivesummary}
\subsection*{Key Findings}
\begin{keyfindings}
\begin{enumerate}
\item \textbf{Finding 1:} Description of the first major finding with supporting data (\pvalue{0.001}, \samplesize{250}).
\item \textbf{Finding 2:} Description of the second major finding with effect size (\effectsize{d}{0.75}).
\item \textbf{Finding 3:} Description of the third major finding (\meansd{42.5}{8.3}).
\end{enumerate}
\end{keyfindings}
\subsection*{Recommendations}
\begin{recommendations}
\begin{enumerate}
\item Implement [specific action] to address [issue].
\item Allocate resources for [specific initiative].
\item Conduct follow-up research on [topic].
\end{enumerate}
\end{recommendations}
\newpage
\pagenumbering{arabic}
% ----------------------------------------------------------------------------
% CHAPTER 1: INTRODUCTION
% ----------------------------------------------------------------------------
\chapter{Introduction}
\section{Background}
This section provides context for the research. Include relevant background information, the current state of knowledge, and the rationale for the study.
\begin{definition}[Key Term]
A \textbf{key term} is defined as [definition]. This concept is fundamental to understanding the research presented in this report.
\end{definition}
\section{Research Objectives}
The primary objectives of this research are:
\begin{enumerate}
\item To investigate [objective 1]
\item To analyze [objective 2]
\item To evaluate [objective 3]
\end{enumerate}
\section{Hypotheses}
\begin{hypothesis}[Primary Hypothesis]
We hypothesize that [independent variable] will have a significant effect on [dependent variable], such that [expected direction of effect].
\end{hypothesis}
\section{Scope and Limitations}
\begin{limitations}[Study Scope]
This research focuses on [specific scope]. The following limitations should be considered when interpreting the results:
\begin{itemize}
\item Geographic limitation: [description]
\item Temporal limitation: [description]
\item Sample limitation: [description]
\end{itemize}
\end{limitations}
% ----------------------------------------------------------------------------
% CHAPTER 2: METHODOLOGY
% ----------------------------------------------------------------------------
\chapter{Methodology}
\section{Study Design}
\begin{methodology}[Research Design Overview]
This study employed a [type] design to investigate [research question]. The methodology was selected based on [rationale] and follows established guidelines for [type of research].
\end{methodology}
\section{Participants}
A total of \samplesize{500} participants were recruited from [population]. Table~\ref{tab:demographics} presents the demographic characteristics of the sample.
\begin{table}[htbp]
\centering
\caption{Participant Demographics}
\label{tab:demographics}
\begin{tabular}{@{}lcc@{}}
\toprule
\tableheader{Characteristic} & \tableheader{n} & \tableheader{\%} \\
\midrule
\textbf{Gender} & & \\
\quad Male & 245 & 49.0 \\
\rowcolor{tablealt} \quad Female & 255 & 51.0 \\
\textbf{Age Group} & & \\
\quad 18--30 & 150 & 30.0 \\
\rowcolor{tablealt} \quad 31--45 & 200 & 40.0 \\
\quad 46--60 & 120 & 24.0 \\
\rowcolor{tablealt} \quad 60+ & 30 & 6.0 \\
\bottomrule
\end{tabular}
\end{table}
\section{Instruments}
\subsection{Primary Measures}
The following instruments were used to collect data:
\begin{itemize}
\item \textbf{Instrument 1:} Description and psychometric properties
\item \textbf{Instrument 2:} Description and psychometric properties
\item \textbf{Instrument 3:} Description and psychometric properties
\end{itemize}
\section{Procedures}
Data collection occurred between [dates]. The procedure involved the following steps:
\begin{enumerate}
\item Informed consent was obtained from all participants.
\item Baseline assessments were administered.
\item Intervention/treatment was delivered (if applicable).
\item Follow-up assessments were conducted at [timepoints].
\end{enumerate}
\section{Statistical Analysis}
Data were analyzed using [software] version [X.X]. The following analyses were performed:
\begin{itemize}
\item Descriptive statistics for all variables
\item [Analysis type] to test hypothesis 1
\item [Analysis type] to test hypothesis 2
\end{itemize}
Statistical significance was set at $\alpha = 0.05$. Effect sizes were calculated using [method] and interpreted according to [guidelines].
% ----------------------------------------------------------------------------
% CHAPTER 3: RESULTS
% ----------------------------------------------------------------------------
\chapter{Results}
\section{Descriptive Statistics}
Table~\ref{tab:descriptives} presents the descriptive statistics for the primary outcome measures.
\begin{table}[htbp]
\centering
\caption{Descriptive Statistics for Primary Outcome Measures}
\label{tab:descriptives}
\begin{tabular}{@{}lccccc@{}}
\toprule
\tableheader{Variable} & \tableheader{n} & \tableheader{Mean} & \tableheader{SD} & \tableheader{Min} & \tableheader{Max} \\
\midrule
Outcome 1 & 500 & 42.5 & 8.3 & 18 & 72 \\
\rowcolor{tablealt} Outcome 2 & 498 & 3.7 & 1.2 & 1 & 7 \\
Outcome 3 & 495 & 128.4 & 24.7 & 68 & 195 \\
\rowcolor{tablealt} Outcome 4 & 500 & 0.68 & 0.15 & 0.28 & 0.95 \\
\bottomrule
\end{tabular}
\figurenote{SD = Standard Deviation}
\end{table}
\section{Primary Analyses}
\subsection{Hypothesis 1}
\begin{resultsbox}[Primary Finding]
Analysis revealed a significant effect of [IV] on [DV], \effectsize{F(2, 497)}{12.45}, \psig{< 0.001}, $\eta^2$ = 0.048. Post-hoc comparisons indicated that [specific findings].
\end{resultsbox}
The results support our primary hypothesis. As shown in Figure~\ref{fig:main_results}, participants in the experimental condition demonstrated significantly higher scores compared to the control group.
% Placeholder for figure
\begin{figure}[htbp]
\centering
\fbox{\parbox{0.8\textwidth}{\centering\vspace{3cm}[Figure: Main Results Comparison]\\Bar chart showing group differences\vspace{3cm}}}
\caption{Comparison of Outcome Scores by Experimental Condition}
\label{fig:main_results}
\figuresource{Study data}
\end{figure}
\subsection{Hypothesis 2}
Results indicated a moderate positive correlation between [variable 1] and [variable 2], \effectsize{r}{0.45}, \psig{< 0.001}, \CI{0.38}{0.52}.
\section{Secondary Analyses}
Table~\ref{tab:regression} presents the results of the regression analysis predicting [outcome].
\begin{table}[htbp]
\centering
\caption{Multiple Regression Analysis Predicting Outcome}
\label{tab:regression}
\begin{tabular}{@{}lcccc@{}}
\toprule
\tableheader{Predictor} & \tableheader{B} & \tableheader{SE} & \tableheader{$\beta$} & \tableheader{p} \\
\midrule
(Intercept) & 12.45 & 2.34 & --- & < .001 \\
\rowcolor{tablealt} Predictor 1 & 0.58 & 0.12 & 0.28\sigthree & < .001 \\
Predictor 2 & 0.34 & 0.09 & 0.22\sigtwo & .002 \\
\rowcolor{tablealt} Predictor 3 & 0.15 & 0.11 & 0.08\signs & .172 \\
Predictor 4 & -0.42 & 0.14 & -0.18\sigtwo & .003 \\
\midrule
\multicolumn{5}{l}{$R^2$ = 0.34, Adjusted $R^2$ = 0.33, \effectsize{F(4, 495)}{63.82}\sigthree} \\
\bottomrule
\end{tabular}
\vspace{0.5em}
{\small \siglegend}
\end{table}
% ----------------------------------------------------------------------------
% CHAPTER 4: DISCUSSION
% ----------------------------------------------------------------------------
\chapter{Discussion}
\section{Summary of Findings}
\begin{keyfindings}[Key Takeaways]
\begin{enumerate}
\item The primary hypothesis was \highlight{supported}, with significant effects observed for [variables].
\item Evidence quality for the main findings is \evidencestrong, based on effect sizes and replication potential.
\item Unexpected finding: [description of any surprising results].
\end{enumerate}
\end{keyfindings}
\section{Interpretation}
The findings from this study contribute to our understanding of [topic] in several important ways. First, the significant effect of [IV] on [DV] suggests that [interpretation]. This aligns with previous research by [Author] (Year), who found similar patterns in [context].
\begin{pullquote}
``These findings represent a significant advancement in our understanding of [topic] and have direct implications for [application/practice].''
\end{pullquote}
Second, the correlation between [variables] indicates that [interpretation]. This relationship has important implications for [field/practice].
\section{Implications}
\subsection{Theoretical Implications}
The results have several theoretical implications:
\begin{itemize}
\item Support for [theory/model]
\item Extension of [existing framework]
\item Challenge to [alternative perspective]
\end{itemize}
\subsection{Practical Implications}
\begin{recommendations}[Practical Applications]
Based on our findings, we recommend the following practical applications:
\begin{enumerate}
\item \textbf{For practitioners:} [specific recommendation]
\item \textbf{For policymakers:} [specific recommendation]
\item \textbf{For researchers:} [specific recommendation]
\end{enumerate}
\end{recommendations}
\section{Limitations}
\begin{limitations}[Study Limitations]
Several limitations should be considered when interpreting these findings:
\begin{itemize}
\item \textbf{Sample:} The sample was drawn from [population], which may limit generalizability to [other populations].
\item \textbf{Design:} The [cross-sectional/correlational] design precludes causal inference.
\item \textbf{Measurement:} Self-report measures may be subject to [bias type].
\end{itemize}
\end{limitations}
\section{Future Directions}
Future research should address the following questions:
\begin{enumerate}
\item Does the effect generalize to [different population/context]?
\item What mechanisms underlie the relationship between [variables]?
\item How do [moderating factors] influence the observed effects?
\end{enumerate}
% ----------------------------------------------------------------------------
% CHAPTER 5: CONCLUSIONS
% ----------------------------------------------------------------------------
\chapter{Conclusions}
\begin{executivesummary}[Conclusion]
This research investigated [topic] using [methodology] with a sample of \samplesize{500} participants. The findings demonstrate that [main conclusion]. These results have important implications for [field/practice] and suggest that [recommendation]. Future research should continue to explore [direction].
\end{executivesummary}
\section{Key Contributions}
\begin{keyfindings}[Research Contributions]
This study makes the following key contributions:
\begin{enumerate}
\item \textbf{Empirical contribution:} First demonstration of [finding] in [context].
\item \textbf{Methodological contribution:} Novel application of [method] to study [phenomenon].
\item \textbf{Practical contribution:} Evidence-based recommendations for [application].
\end{enumerate}
\end{keyfindings}
% ----------------------------------------------------------------------------
% REFERENCES
% ----------------------------------------------------------------------------
\chapter*{References}
\addcontentsline{toc}{chapter}{References}
% If using BibTeX:
% \bibliographystyle{apalike}
% \bibliography{references}
% Manual references for template demonstration:
\noindent
\hangindent=0.5in Author, A. A. (Year). Title of article. \textit{Journal Name}, \textit{Volume}(Issue), pages. https://doi.org/xxxxx
\vspace{0.5em}
\noindent
\hangindent=0.5in Author, B. B., \& Author, C. C. (Year). \textit{Title of book}. Publisher.
% ----------------------------------------------------------------------------
% APPENDICES
% ----------------------------------------------------------------------------
\appendix
\chapter{Supplementary Materials}
\appendixsection{Additional Tables}
Table~\ref{tab:appendix1} presents additional descriptive statistics not included in the main text.
\begin{table}[htbp]
\centering
\caption{Supplementary Descriptive Statistics}
\label{tab:appendix1}
\begin{tabular}{@{}lccc@{}}
\toprule
\tableheader{Variable} & \tableheader{Mean} & \tableheader{SD} & \tableheader{n} \\
\midrule
Variable A & 15.2 & 3.4 & 500 \\
\rowcolor{tablealt} Variable B & 22.8 & 5.1 & 498 \\
Variable C & 8.9 & 2.2 & 495 \\
\bottomrule
\end{tabular}
\end{table}
\appendixsection{Instruments}
Full text of instruments used in this study:
\begin{enumerate}
\item \textbf{Instrument Name 1:} [Description or full text]
\item \textbf{Instrument Name 2:} [Description or full text]
\end{enumerate}
\appendixsection{Additional Figures}
[Include any supplementary figures here]
% ============================================================================
% END DOCUMENT
% ============================================================================
\end{document}