ALLBLUEUK

组装校准表 / 矩比对表 / IRF 表 / 反事实表为 CSV 与 LaTeX。当用户说"做表"、"build tables"、"出 LaTeX 表"、"摘要表"时调用。

从数据/文献/矩条件组装 calibration.csv，记录每个参数来源。当用户说"校准参数"、"calibrate"、"匹配矩"、"match moments"、"对齐数据"、"找出 beta / alpha 取多少"时调用。本技能是任何 solve-* 系列的强制前置。

git 提交：检查 .gitignore、生成提交信息、避免提交受保护文件。当用户说"提交"、"commit"、"push"、"git"时调用。

跑反事实 / 过渡路径 / 政策实验，对比 baseline。当用户说"反事实"、"counterfactual"、"政策实验"、"transition path"、"如果……会怎样"时调用。

反方拷问：质疑模型机制、识别策略、数值结果。当用户说"挑刺"、"反驳一下"、"devils advocate"、"audit"时调用。

反向访谈研究生以厘清机制设定（在 spec 模糊时调用）。当用户说"我也不太确定"、"帮我想清楚"、"interview me"时调用。

文献调研：定位与本模型最近的若干文献并总结其差异。当用户说"文献综述"、"lit review"、"找相关文献"、"前沿"时调用。

管 paper/references.bib：增删 BibTeX entry、查重、按引用风格规范化（AEA / Chicago author-date）、清未引用条目。当用户说"加引用"、"查文献"、"manage bib"时调用。

Generate a concrete data retrieval plan for an econ course project. Names actual databases, fields, HS/ISIC codes, year ranges. Triggers at stage 01 or /ueai-stage 01.

Walk the evidence checklist, count what's archived, list missing files. Triggers at /ueai-archive or end of stage 05.

Explain econ models/tools — GTAP, GEMPACK, regression (Stata/R), DID, IO — at undergrad level. Names actual command syntax, file paths, error messages. Triggers at stage 02 or /ueai-stage 02.

Build/check the five-dimension structure of an undergrad econ paper. Outputs an outline, never the final prose. Triggers at stage 04 or /ueai-stage 04.

Decompose a broad economic topic into a researchable course-project question. Triggers at stage 00 of ueaiworkflow. Use when a student or teacher says they want to "do" a paper about a topic, or invokes /ueai-stage 00.

Translate model output (tables, figures, log files) into undergrad-readable economic interpretation. Triggers at stage 03 or /ueai-stage 03.

Detect AI-like phrasing and evaluate journal quality in English economics manuscripts against top-5 journal standards (AER, QJE, Econometrica, JPE, REStud). Use when user says 'deai', 'AI traces', 'remove AI tone', 'style scrub', 'economics writing check', or 'check AI-like phrasing'.