Twelve-skill bundle covering the The Journal of Finance (JF) manuscript lifecycle, with JF-specific mechanics (AFA portal, tiered submission fee, 60-page limit, bundled Internet Appendix, Data and Code Sharing Policy).
1,413 on GitHubby Bryce Wangv1.1.0MITupdated 1 month agoacademic
Use when designing or stress-testing an asset-pricing test for a The Journal of Finance (JF) manuscript — factor models, Fama–MacBeth vs. panel, standard-error corrections, out-of-sample discipline. For corporate causal claims use jf-identification.
jf-identification
Use when the causal-identification strategy is the bottleneck for a corporate / empirical The Journal of Finance (JF) manuscript — natural experiments, IV, DID, RDD. Stress-tests the design; for asset-pricing tests use jf-empirical-design.
jf-internet-appendix
Use when deciding what belongs in the Internet Appendix vs. the main text of a The Journal of Finance (JF) manuscript. Allocates content and structures the appendix per JF's actual policy; it does not generate the results.
jf-literature-positioning
Use when the introduction and related-work sections of a The Journal of Finance (JF) manuscript fail to state a crisp marginal contribution against the finance literature. Positions the paper; it does not survey it.
jf-rebuttal
Use when drafting the response to a The Journal of Finance (JF) revise-and-resubmit (or addressing a reject-with-comments). Structures the response letter and revision plan after the manuscript is revised.
jf-referee-strategy
Use when anticipating referee objections and selecting suggested/opposed reviewers before or during a The Journal of Finance (JF) submission. Plans for review; it does not write the rebuttal (use jf-rebuttal).
jf-robustness
Use when planning or auditing the robustness, sensitivity, and multiple-testing battery for a The Journal of Finance (JF) manuscript. Decides which checks are load-bearing; it does not design the main test.
jf-submission
Use when running the final pre-submission preflight for The Journal of Finance (JF) — the AFA online portal, the tiered submission fee, the 60-page limit, the bundled Internet Appendix, code sharing, and disclosure statements.
jf-tables-figures
Use when finalizing tables and figures for a The Journal of Finance (JF) manuscript for the AFA flagship. Enforces accessible, self-contained, general-interest exhibits with Roman-numeral tables, economic-magnitude reporting, and matching Internet Appendix numbering; it does not decide which results
jf-topic-selection
Use when judging whether a research question is general-interest and economically significant enough for The Journal of Finance (JF), and when sharpening the framing. Tests fit and contribution; it does not design the empirics.
jf-workflow
Use when deciding which jf-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for The Journal of Finance (JF). Routes — it does not replace — the specialized skills.
jf-writing-style
Use when polishing the prose of a The Journal of Finance (JF) manuscript for accessible, general-interest exposition that reaches the broad AFA flagship readership. Tightens the introduction so question, finding, and economic magnitude land on page one, trims hedging, and offloads notation to the In
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Semi-automated research assistant with skills for literature review, experiments, analysis, writing, and project knowledge management
45 skills · 66 commands · 6 agents · hooks
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Maintain jf-skills?
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