Stat Paper Plan
Generate a structured paper outline for a statistics or ML theory paper. Supports theory, methodology, and application paper types. Use when user says \"统计论文大纲\", \"stat paper outline\", \"plan the stat paper\", \"统计应用论文\", \"application paper outline\", or wants to create a paper plan for AoS, JASA T&M, JASA ACS, AOAS, JRSS-B, Biometrika, Bernoulli, EJS, Statistica Sinica, Biostatistics, JCGS, C…
Stat Mock Review
Produce an Associate-Editor-style pre-submission mock review for a statistics manuscript targeting the Big Four journals (JASA, Annals of Statistics, JRSS-B, Biometrika) and similar venues (AOAS, EJS, Bernoulli, Statistica Sinica, Biostatistics, JCGS, COLT, ALT). The skill simulates the first read an AE gives a submission and produces a structured report covering synopsis, fatal concerns, major c…
Stat Polishing
Polish, restructure, or refine statistics manuscript prose to meet the standards of the Big Four statistics journals (JASA, Annals of Statistics, JRSS-B, Biometrika) plus AOAS, EJS, Bernoulli, Statistica Sinica, Biostatistics, and similar venues. Apply to abstracts, introductions, problem setups, methodology, theory, simulation studies, application sections, discussions, theorem statements, proof…
Stat Paper Write
Draft a statistics, applied statistics, or ML theory LaTeX paper section by section from an outline. Supports theory, methodology, and application paper types. Use when user says \"写统计论文\", \"write stat paper\", \"draft statistics LaTeX\", \"统计应用论文写作\", \"write application paper\", or wants to generate LaTeX for AoS, JASA T&M, JASA ACS, AOAS, JRSS-B, Biometrika, Bernoulli, EJS, Statistica Sinica,…
Proof Writer
Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补全证明, 写证明, 证明某个命题, or determine whether a claimed proof can actually be completed under the stated assumptions.
Theory Simulation
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Proof Repair
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Theory Design
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Theory Sharpen
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Proofcheck
Systematically verify mathematical proofs in statistics/ML theory paper appendices. Use when user says "proof check", "check proofs", "verify proofs", "audit paper", "检查证明", "证明验证", or wants to verify correctness of a paper's mathematical proofs.
Stat Paper Writing
Full statistics paper writing pipeline. Supports theory, methodology, and application paper types. Orchestrates stat-paper-plan → paper-figure → stat-paper-write → paper-compile → auto-paper-improvement-loop with optional Codex MCP external review. Produces a polished statistics, applied statistics, or ML theory paper. Use when user says \"统计论文全流程\", \"stat paper pipeline\", \"statistics paper wr…