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Use when deciding which cie-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《中国工业经济》 (China Industrial Economics). Routes — does not replace — the specialized skills, and cross-references sibling journal packages.
Passed 21 of 23 test cases with the skill, and 12 of 23 without it.
and 14 more in the full report
10 fixed11 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
论文研究智慧城市试点对企业绿色创新的影响，投稿《中国工业经济》时发现文中关于三批试点公布具体日期、文号和各省市名单明细的阐述过于模糊。请指示处理该问题的模块。
| Checked | Without skill | With skill |
|---|---|---|
| Directs policy detail and pilot list verification to cie-institutional-background. | Missed | Passed |
The instructions your model reads when the skill loads.
这是路由器，不替代任何专用 skill。它告诉你当前阶段该用哪个 cie-* skill。
默认假设：目标是 CSSCI 产业经济实证顶刊《中国工业经济》（中国社会科学院工业经济研究所主办，月刊）。本刊的标志是实证工程化——办刊理念"理论顶天，实践立地"，要求识别干净、稳健性做满、机制+异质性齐备、政策含义可落地。基础事实见 resources/journal-profile.md。
| 当前症状 | 下一个 Skill |
|---|---|
| 不确定够不够格、对不对口（理论太重？偏管理？） | cie-fit-positioning |
| 选题模糊 / 没有干净政策冲击或特征事实 | cie-topic-selection |
| 文献只堆近年回归、没述评不足 | cie-literature-review |
| 政策细节、试点名单、时点讲不准 | cie-institutional-background |
| 实证只有 OLS / TWFE，未回应交错处理偏误 | cie-did-identification |
| 有主结果没机制，或只会三步中介 | cie-mechanism |
| 异质性只切"东中西"一刀 | cie-heterogeneity |
| 稳健性单薄，一问就塌 | cie-robustness |
| 表格列数过多 / 只报显著性不报量级 | cie-tables-figures |
| 政策建议是"加强完善推进"四件套 | cie-policy-implication |
| 准备投稿，需要体例与系统 checklist | cie-submission |
| 收到外审意见，需要写回复 | cie-rebuttal |
cie-fit-positioning — 先判断匹配度，别把理论文/案例文硬投实证刊cie-topic-selection — 政策准实验 / 企业行为 / 产业组织 / 数字经济cie-literature-review — 述评不足，体现前沿性cie-institutional-background — 政策细节、时点、试点名单讲准cie-did-identification — 多期 DID / event-study（平行趋势+安慰剂+异质性稳健估计，强制）cie-mechanism — 分渠道 / 调节，慎用三步中介test cases passed, vs 12 / 23 without
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More skills from the same source and nearby in the registry, with their headline benchmark lift.