Learning & Documentation Agent Skills

MIS Quarterly Contribution Framing

Frames empirical results and digital artifacts into rigorous theoretical and practical contributions tailored for MIS Quarterly manuscripts.

MobiCom Experiment Design & Audit

Designs and audits real-hardware wireless evaluations, RF channel setups, and energy profiling for ACM MobiCom submissions.

MLSys Review Process Guide

Navigates the MLSys peer review lifecycle, balancing mixed ML and systems reviewer expectations to formulate high-impact rebuttal strategies.

MobiCom Artifact Evaluation

Packages wireless and mobile computing research artifacts to secure ACM reproducibility badges with hardware-optional evaluation pipelines.

JAIS Literature Positioning

Positions academic manuscripts within the IS canon and cross-disciplinary debates to craft compelling front-end arguments for JAIS submissions.

JAIS Research Design & Methods

Guides the selection, design, and defense of research methodologies for Journal of the Association for Information Systems (JAIS) submissions.

JAIS Review Process Guide

Guides authors through the JAIS editorial lifecycle, decision letter interpretation, and developmental review dynamics.

JAIS Theory Development

Constructs rigorous theoretical engines, constructs, and mechanisms tailored for Journal of the Association for Information Systems (JAIS) manuscripts.

JAIS Topic & Category Selection

Evaluates research paper fit, confirms load-bearing IT artifacts, and targets the optimal submission category for the Journal of the Association for Information Systems (JAIS).

JEEA Literature Positioning

Positions economics research manuscripts against the academic frontier to clearly articulate marginal contributions for general-interest journals.

JEEA Economic Model Craft

Sharpens theoretical and structural economics models to meet the high general-interest standards of the Journal of the European Economic Association.

JUE Literature Positioning

Positions academic manuscripts against canonical urban economics literature to clearly articulate marginal research contributions for JUE submission.

JUE Topic Selection & Journal Fit

Evaluates research questions for spatial mechanisms and publication fit with the Journal of Urban Economics and related field journals.

Journal on Communications Artifact Evaluation Guide

Guides authors on code and data availability standards, reproduction packages, and credibility practices for the Journal on Communications (通信学报).

Journal on Communications Submission Audit

Audits and prepares academic manuscripts for submission to the Journal on Communications (《通信学报》) CBPT system.

Journal on Communications Supplementary & Content Splitter

Partitions academic manuscript content between main text, appendices, and supplementary materials to meet Journal on Communications length and density guidelines.

KDD Paper Related Work Auditor

Positions ACM SIGKDD academic submissions against core data mining lineages and adjacent ML venues with rigorous mechanism-level contrast.

Language Journal Data & Transparency

Prepares reproducible data, glossed annotations, and ethical data-availability statements for linguistics research manuscripts.

Language Literature Positioning

Positions linguistics manuscripts within broad theoretical literature for publication in the flagship journal Language.

Linguistics Research Design for Language Journal

Defends and structures empirical research designs across linguistic subfields to meet peer-review publication standards for the journal Language.

Linguistic Society Journal Topic Selection

Evaluates linguistics research topics and reframes findings to meet the cross-subfield standards of the flagship journal Language.

Mathematical Finance Review Process

Guides researchers through the Mathematical Finance (Wiley) peer review lifecycle, from pre-submission screening to interpreting editorial decisions.

Mathematical Finance Writing Style

Refines mathematical finance manuscripts with theorem-first exposition, rigorous stochastic analysis notation, and clear economic intuition.

MICRO Paper Experiment Design

Guides the design, benchmarking, and rigorous auditing of experimental evaluations for microarchitecture research papers.

MICRO Paper Writing Style

Guides the drafting and revision of IEEE/ACM MICRO papers with strict page budgets, structural beats, and hardware accounting standards.

MLSys Supplementary Paper Organizer

Structures and optimizes MLSys paper submissions by strategically splitting content between the 10-page main body and unlimited supplementary appendix.

NM&S Theory Building

Transforms empirical digital media findings into portable, theoretical constructs and mechanisms tailored for New Media & Society journal submissions.

NSDI Author Response Guide

Guides academic researchers through crafting one-shot revisions, change memos, and pre-emptive objection handling for USENIX NSDI submissions.

NSDI Paper Writing Style

Drafts and refines systems research papers adhering to USENIX NSDI formatting, argumentation, and empirical rigor standards.

OOPSLA Experiment Designer

Designs and audits experimental evaluations for OOPSLA academic papers to align evidence with claims and meet SIGPLAN guidelines.