Research skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
acta-materialia
Use when targeting Acta Materialia or deciding whether a structural-materials / physical-metallurgy manuscript fits this venue. Encodes the journal's fit, the processing–structure–property–performance mechanism bar, characterization rigor, house style, the Acta-vs-Scripta and Acta-vs-functional-materials routing, official-submission re-check, and desk-reject heuristics.
advances-in-mathematics
Use when targeting Advances in Mathematics (Adv. Math.) or deciding whether a pure mathematics manuscript fits this broad-scope Elsevier research venue. Encodes the journal's fit, framing, proof standard, house style, official-submission re-check, and desk-reject heuristics.
aerj-data-analysis
Use when planning or reporting the analysis for an American Educational Research Journal (AERJ) manuscript — multilevel/HLM and growth models, IRT/measurement, quasi-experimental estimation, or qualitative coding and thematic analysis. Analysis must meet the AERA reporting standards (warrant + transparency). Strengthens analysis reporting; it does not run models for you.
aerj-research-design
Use when defending the research design of an American Educational Research Journal (AERJ) manuscript — quantitative (multilevel, IRT, quasi-experimental, RCT), qualitative (case study, ethnography, interview), or mixed methods. AERJ judges each tradition on its own terms against the AERA reporting standards. Strengthens the design; it does not write code.
aes-experiments
当你为《电子学报》(Acta Electronica Sinica, AES) 稿件设计与呈现实验/仿真时使用。覆盖电子/信息/信号处理/通信类工作的实验目标与假设、数据集与仿真设置、基线与对比公平性、评价指标(SNR/BER/误差/准确率/资源占用)、消融与参数敏感性、统计显著性与多次运行、图表呈现规范、以及硬件/FPGA/测量实验的条件报告。帮助作者用严谨、可复现、对比公平的实验证据支撑创新点，抵御《电子学报》外审专家对"实验不充分、对比不公平、结果偶然"的质疑。
aes-related-work
在为《电子学报》(Acta Electronica Sinica, AES) 稿件撰写相关工作与文献综述时调用。覆盖如何界定领域范围、系统检索中外文献(CNKI/万方/IEEE/dblp)、按技术脉络而非流水账组织综述、突出与本文的区别与本文创新点、恰当引用本刊及英文姊妹刊 Chinese Journal of Electronics 的相关论文、GB/T 7714 引用规范、以及双盲阶段自引匿名化。帮助电子/信息/信号处理方向作者写出既显示学科视野、又清晰定位本文贡献的相关工作章节，避免因综述薄弱或漏引关键文献被外审质疑创新性。
aes-review-process
当你需要理解《电子学报》(Acta Electronica Sinica, AES) 审稿流程、稿件状态与时限时使用。覆盖投稿受理→编辑初审→双盲外审(同行评议)→复审→主编/编委会终审→退修与再审轮次→录用的多级审理链路，各阶段可能的决定(录用/退修/退稿)、6 个月未答复红线、如何解读稿件状态、如何礼貌催稿、以及本刊与英文姊妹刊 Chinese Journal of Electronics 的分流关系。帮助电子/信息/通信方向作者对《电子学报》的审理节奏与决策点建立准确预期，合理规划投稿与修回。
agriculture-ecosystems-and-environment
Use when targeting Agriculture, Ecosystems & Environment or deciding whether an agroecosystem-environment manuscript fits this venue. Encodes the journal's fit, the field-to-landscape environmental-outcome bar, data-reporting expectations, house style, official-submission re-check, and desk-reject heuristics.
agsy-data-and-model-evaluation
Use when evaluating the model and analyzing results for an Agricultural Systems (AgSy) manuscript so it survives expert systems review — independent model evaluation (observed vs. simulated, fit statistics), sensitivity and uncertainty analysis, and trade-off / scenario analysis across the system. Guides evaluation norms; it does not fabricate results or run the model.