Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

wber-robustness

Use when results for a The World Bank Economic Review (WBER) manuscript may be sensitive to specification, sample, measurement, or inference choices — and you need a threat-organized robustness plan rather than an appendix dump. Organizes checks by identifying threat and by data-quality risks specific to developing-country data; it does not run the estimation.

805 repo starsObserved in 2 repos
Research

wber-theory-model

Use when a development model is needed to interpret an empirical result or to run a policy counterfactual for a The World Bank Economic Review (WBER) manuscript, or when deciding whether a formal model is needed at all. Disciplines the model-to-data link and the counterfactual; it does not run estimation or write prose.

805 repo starsObserved in 2 repos
Research

wber-topic-selection

Use when deciding whether a development-economics question fits The World Bank Economic Review (WBER) — and how to frame it so both halves of the WBER bar (credible empirics AND policy relevance) are visible. Locks the question and outlet; it does not run the analysis or write the prose.

805 repo starsObserved in 2 repos
Research

webconf-experiments

Use when designing or auditing the empirical section of a Web Conference (WWW) paper — matching evidence to the claim's scale, choosing datasets with provenance and freshness, blocking temporal and popularity leakage, running honest baselines from the sibling circuit, and deciding when live-platform or user-study evidence is required.

805 repo starsObserved in 2 repos
Research

webconf-related-work

Use when positioning a Web Conference (WWW) submission against prior literature — tracing lineage through three decades of WWW proceedings, contrasting with the WSDM/CIKM/SIGIR/KDD sibling circuit, handling the venue's preprint-non-citation rule, and budgeting references against the shared 12-page PDF tail.

805 repo starsObserved in 2 repos
Research

webconf-review-process

Use when reasoning about how the Web Conference (WWW) evaluates papers — track-scoped double-blind review, the rebuttal-to-notification pipeline, how the ten research tracks shape reviewer expectations, main versus companion proceedings outcomes, and what authors can and cannot influence at each stage.

805 repo starsObserved in 2 repos
Research

webconf-topic-selection

Use when deciding whether a project belongs at the Web Conference (WWW) at all, which of the ten research tracks should review it, whether the short-paper or Web4Good lane fits better, and when the work should instead route to WSDM, SIGIR, CIKM, KDD, ICWSM, WebSci, or an ML flagship.

805 repo starsObserved in 2 repos
Research

winter-conference-on-applications-of-computer-vision

Use when targeting IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for computer vision applications.

805 repo starsObserved in 2 repos
Research

world-economic-studies

Use when targeting 《世界经济研究》(World Economic Studies — 上海社会科学院世界经济研究所主办、上海世界经济学会协办的月刊, 1982 创刊, CSSCI) or deciding whether an international-economics/open-strategy manuscript fits this venue. Encodes the journal's fit, house style, official re-check, and desk-reject heuristics.

805 repo starsObserved in 2 repos
Research

worlddev-identification

Use when the inference logic is the bottleneck for a World Development (WD) manuscript — credible causal design for quantitative work, or a transparent inferential logic for qualitative and mixed-methods work. Stress-tests the strategy to WD's pluralist bar before exhibits are finalized.

805 repo starsObserved in 2 repos
Research