Use when building or auditing the robustness section of a 《中国工业经济》 (China Industrial Economics) manuscript — the journal's signature "arms race." Drives an exhaustive checklist: alternative measures, dropping competing policies, PSM-DID, changing windows/samples, placebo, winsorizing, and explicitly ruling out alternative explanations. Doing this thoroughly is the norm, not the exception.
SkillScore96Maintained
Automatic
◆Research pack
Last verified 9/1/2026
What it changes
Passed 23 of 24 test cases with the skill, and 19 of 24 without it.
Without skill79%
With skill96%
Checks it passed that the model alone missed
The response includes the tag cie-tables-figures in the output
The response includes the tag cie-tables-figures for the next step
The response includes the tag cie-tables-figures in the next step guidance
and 5 more in the full report
5 fixed18 passed either way0 still failing1 broke
Pass-rate lift
+17 pp
Tokens
+47%
Agent turns
0%
Response time
-4%
Model gemini-3.6-flashMeasured 9/1/2026v123 of 24 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Use when the identification strategy for a 《中国工业经济》 (China Industrial Economics) manuscript is multi-period / staggered DID or an event study. Mandates parallel-trends event-study plots, placebo tests, and modern heterogeneity-robust estimators (Callaway-Sant'Anna, Sun-Abraham, de Chaisemartin-D'Haultfœuille, Goodman-Bacon decomposition) whenever treatment timing varies.