Use to judge whether a manuscript fits 《中国工业经济》 (China Industrial Economics) before drafting, and to re-route if it is theory-heavy (→经济研究 / 经济学季刊), management/case/survey (→管理世界), finance-mechanism (→金融研究), or trade/open-macro (→世界经济). The journal wants empirical engineering, not pure theory or practice notes.
SkillScore91Maintained
Automatic
◆Research pack
Last verified 8/31/2026
What it changes
Passed 20 of 22 test cases with the skill, and 4 of 22 without it.
Without skill18%
With skill91%
Checks it passed that the model alone missed
Output contains 【建议】留投本刊.
Output includes 【建议】留投本刊.
Output includes the tag 【风险点】.
and 27 more in the full report
16 fixed4 passed either way2 still failing0 broke
Pass-rate lift
+73 pp
Tokens
+12%
Agent turns
0%
Response time
-34%
Model gemini-3.6-flashMeasured 8/31/2026v120 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
Use to sharpen a topic for 《中国工业经济》 (China Industrial Economics) — anchoring on a clean China-policy quasi-experiment, firm behavior, industrial organization, or the digital economy, backed by stylized facts and 3–5 marginal contributions. Use before drafting, when the research question or contribution is fuzzy.