Learning & Documentation Agent Skills

Research Policy Theory Development

Constructs robust innovation-studies theoretical mechanisms and interdisciplinary conceptual frameworks tailored for Research Policy manuscripts.

Research Policy Writing Style

Refines academic manuscripts to meet the interdisciplinary prose and structural standards of the Research Policy journal.

RAST Contribution Framing

Transforms empirical and analytical accounting findings into sharp, defensible research contributions tailored for Review of Accounting Studies submissions.

RAST Literature Positioning

Positions Review of Accounting Studies manuscripts within current accounting research debates and distinguishes contributions from sibling journals.

RAST Theory & Model Development

Develops rigorous economic mechanisms, analytical models, and testable hypotheses tailored for Review of Accounting Studies manuscripts.

RED Topic Selection

Evaluates whether research questions fit the quantitative and dynamic model scope of the Review of Economic Dynamics.

REStat Literature Positioning

Sharpens the marginal contribution and literature positioning of economics manuscripts targeting The Review of Economics and Statistics.

REStat Theory Model Right-Sizing

Right-sizes theoretical frameworks and structural models in economics manuscripts to match The Review of Economics and Statistics (REStat) empirical standards.

REStat Writing Style

Polishes applied economics manuscript abstracts and introductions to match the empirical-first house style of The Review of Economics and Statistics.

Review of Educational Research Editorial Strategy

Anticipates editor and peer-reviewer expectations to frame theoretical contributions and position manuscript scope for Review of Educational Research (RER).

RER Literature Synthesis & PRISMA Review

Executes exhaustive systematic literature searches, PRISMA-compliant screening workflows, and structured data extraction for educational research reviews.

Review of Educational Research Organizing Framework

Transforms coded literature corpuses into rigorous, conceptual organizing frameworks that advance theory and policy for high-impact academic reviews.

Review of Educational Research Tables & Figures

Designs publication-ready PRISMA flow diagrams, forest plots, evidence maps, and synthesis tables aligned with Review of Educational Research standards.

RER Topic Selection & Fit Evaluator

Evaluates candidate educational review topics against Review of Educational Research (RER) standards before committing to full synthesis.

RFS Literature Positioning

Frames and sharpens the research contribution and related-work section of finance manuscripts targeting The Review of Financial Studies.

RSS Robotics Artifact Evaluation

Packages robotics research artifacts, policies, and code for anonymous RSS review and open-access public release.

RSS Camera-Ready Paper Preparation

Guides researchers through preparing accepted Robotics: Science and Systems (RSS) camera-ready papers, archive metadata, and single-track presentations.

RSS Paper Literature Positioning

Positions RSS robotics conference submissions within existing literature through claim-sharpening contrasts, double-blind checks, and multi-venue sweeps.

RSS Paper Reproducibility

Strengthens reproducibility for Robotics: Science and Systems (RSS) papers with platform ledgers, replication tiers, and trial logs.

RSS Robotics Paper Writing Style Guide

Refines robotics research manuscripts to meet rigorous Robotics: Science and Systems (RSS) standards with claim-first framing, concise 8-page budgeting, and honest failure reporting.

SSI Artifact Evaluation & Reproducibility

Prepares reproducible code, data, and availability statements tailored for submissions to Scientia Sinica Informationis (SSI).

Scientia Sinica Informationis Author Response

Guides researchers in drafting structured, point-by-point author response letters and manuscript revisions for Scientia Sinica Informationis.

Scientia Sinica Informationis Experiment Design

Designs rigorous experimental protocols and evidence-to-claim mappings for papers submitted to Scientia Sinica Informationis (SSI).

SSI Paper Reproducibility Guide

Ensures experimental repeatability, data verification, and code availability compliance for Scientia Sinica Informationis journal submissions.

Scientia Sinica Informationis Review Process Guide

Guides authors through the complete peer review lifecycle, decision calibration, and policy navigation for Scientia Sinica Informationis.

Scientia Sinica Supplementary Material Manager

Guides manuscript content allocation across main text, appendix, supplementary materials, and multimedia for Scientia Sinica Informationis submissions.

Scientia Sinica Informationis Topic Selection

Evaluates research novelty, target journal fit, and section positioning for submissions to Scientia Sinica Informationis and related journals.

SSI Chinese Academic Writing Style

Guides the drafting and polishing of academic manuscripts to meet the rigorous publication standards of Scientia Sinica Informationis.

SIGCOMM Review Process

Navigate ACM SIGCOMM peer review workflows with strategic guidance on rebuttals, one-shot revisions, and shepherding.

SIGCOMM Camera-Ready Paper Preparation

Prepares accepted ACM SIGCOMM papers for TAPS proceedings, managing shepherd sign-offs, de-anonymization, and ACM template formatting.