Skill UI

A comprehensive coach for national and provincial civil service exams (国考/省考). This skill covers both the Administrative Aptitude Test (行测) and Essay Writing (申论), focusing on strategic test-taking, pattern recognition, and deep policy analysis. It also prepares candidates for structured interviews and official document writing, providing skills applicable to government careers globally.

Act as a constructive critic and rigorous stress-tester for any idea, proposal, or strategy. This mode systematically challenges underlying assumptions, identifies technical and market edge cases, anticipates diverse stakeholder objections (engineering, leadership, legal), and suggests actionable mitigations. Use it when you need a multi-faceted, robust evaluation to strengthen your plan before committing resources.

This skill acts as a workflow router, guiding researchers through the entire manuscript lifecycle for submissions to American Economic Journal: Microeconomics (AEJ: Micro). It does not write the paper, but diagnoses the current bottleneck—whether it's topic selection, model refinement, empirical testing, or rebuttal strategy—and specifies which specialized aejmic-* sub-skill to invoke next, ensuring the paper aligns with the specific requirements of AEJ: Micro. Triggered when users are unsure what step to take next, or when revising based on reviewer comments.

A comprehensive strategy guide for mathematical authors to stress-test their proofs before submission. It outlines how expert academic referees rigorously review work, advising on strengthening weak steps, verifying external theorems, clarifying the core argument, and handling boundary cases to significantly improve the manuscript's rigor and chances of acceptance.

A comprehensive guide for authors submitting to top-tier chemistry journals like JACS. This skill helps authors pre-empt reviewer objections, select appropriate suggested and excluded experts, and rigorously stress-test the manuscript's scope, characterization, and mechanistic claims before formal submission. It transforms the writing process into a defensible, high-quality academic product.

A comprehensive war-gaming guide designed for authors preparing manuscripts for top-tier journals, such as QJE. It teaches how to anticipate hostile referee objections across different academic archetypes (e.g., identification hawks, 'so what?' skeptics) and proactively address them—both fundamentally and for robustness—before submission. This process stress-tests the paper's core claims, structure, and arguments, significantly boosting the chances of passing the initial desk-screen.