Learning & Documentation Agent Skills

PODC Review Process Guide

Navigates the ACM PODC review pipeline with expert guidance on proofs-first evaluation, double-blind policies, and strategic submission planning.

PODS Proof & Artifact Evaluation

Prepares self-contained proof appendices, claim-to-proof mappings, and formal verification packages for PODS database theory submissions.

PODS Related Work & Novelty Positioning

Positions ACM PODS submissions against database-theory literature using theorem-level delta-first contrast and anonymity audits.

PODS Reproducibility & Verifiability

Strengthens the mathematical verifiability and proof consistency of ACM PODS research papers prior to submission and camera-ready publication.

PODS Review Process Guide

Navigates the ACM PODS submission and evaluation cycle, including double-anonymous reviewing, 48-hour rebuttals, and shepherded revisions.

PODS Supplementary Assistant

Organizes and validates ACM PODS conference paper submissions by partitioning body content and appendices within the 15-page acmsmall limit.

PODS Topic Selection

Evaluates database management research to accurately route papers between ACM PODS, SIGMOD, VLDB, ICDT, and pure theory venues.

PR&AI Manuscript & Appendix Organizer

Structures main text and supplementary materials for Pattern Recognition and Artificial Intelligence journal submissions to balance technical depth and information density.

PODC Proofs & Experiments

Audits theoretical proofs, matching bounds, and model assumptions for ACM PODC distributed computing paper submissions.

Scholar Research Companion

Streamlines academic research by generating, validating, and analyzing structured research paper sidecars for token-efficient literature review.

OMA Intent-Based Search

Routes technical queries to the most authoritative sources—documentation, web, or code—using intelligent intent classification and domain trust scoring.

OMA Documentation Drift Detector

Maintains documentation accuracy by detecting broken references and proposing updates based on recent code changes.

AI Video Agent

Generates professional short-form videos, technical explainers, and product demos directly from your code and documentation.

Scholar Research Companion

Streamlines academic research by managing token-efficient research paper sidecars using the Knows specification.

JAMA Study Design & Internal Validity

Locks study design safeguards and ensures internal validity for clinical research manuscripts targeting JAMA.

IJCAI Related Work & Submission Compliance

Positions IJCAI submissions against prior AI literature and audits compliance with dual-submission and resubmission policies.

IJCAI Paper Writing Style

Formats and refines academic AI research papers to meet IJCAI page limits, double-blind policies, and broad cross-subfield readability standards.

JCR Review Process Guide

Navigates the Journal of Consumer Research (JCR) peer review process, editorial structure, and decision letters for academic submissions.

JDE Review Process Navigator

Guides researchers through submission tracks, editorial policies, and review requirements for the Journal of Development Economics.

JBV Theory Development

Formulates rigorous, multidisciplinary theoretical arguments and mechanisms tailored for Journal of Business Venturing manuscripts.

Journal of Labor Economics Submissions

Evaluates labor economics manuscripts for Journal of Labor Economics fit, empirical rigor, and desk-reject risks.

JAE Paper Contribution Framing

Frames and calibrates manuscript contributions for the Journal of Applied Econometrics (JAE) to emphasize replicable, real-data empirical findings.

JBF Replication and Data Policy

Prepares Elsevier Option C compliant data availability statements, replication archives, and proprietary data documentation for Journal of Banking & Finance submissions.

Brookings Papers on Economic Activity Manuscript Assistant

Evaluates manuscript fit, framing, and submission strategy for Brookings Papers on Economic Activity (BPEA) macro-policy research.

Journal of Economic Geography Submission Guide

Evaluates manuscript fit, framing, and interdisciplinary standards for the Journal of Economic Geography.

JBES Contribution Framing

Sharpens the core contribution of Journal of Business & Economic Statistics papers into clear claims pairing methodological novelty with empirical relevance.

Research Policy Manuscript Guide

Evaluates manuscript fit, reframes innovation-studies papers, and flags desk-reject risks for submissions targeting the Research Policy journal.

Science (AAAS) Publication Advisor

Evaluates multidisciplinary manuscripts for fit, framing, and submission standards required by AAAS Science.

The Plant Cell Manuscript Advisor

Evaluates mechanistic plant biology manuscripts for scope fit, evidence standards, and submission readiness for The Plant Cell.

ISR Topic Selection & Journal Fit

Evaluates and shapes research questions for Information Systems Research (ISR) by testing IT-artifact centrality, sociotechnical framing, and venue alignment.