Use when targeting 《管理科学学报》(Journal of Management Sciences in China) — the NSFC-flagship for quantitative / mathematical management science (operations research, decision analysis, mathematical finance, behavioral operations, system modeling). Apply when a paper needs rigorous models, proofs, or algorithms — NOT empirical-survey or case work (that is 管理世界 / 南开管理评论).
SkillScore86Maintained
Automatic
◆Research pack
Last verified 9/1/2026
What it changes
Passed 19 of 22 test cases with the skill, and 10 of 22 without it.
Without skill45%
With skill86%
Checks it passed that the model alone missed
Rates the match for 《管理科学学报》 as low.
Rates the submission fit for 《管理科学学报》 as low.
Classifies output type as model and theorems.
and 9 more in the full report
10 fixed9 passed either way2 still failing1 broke
Pass-rate lift
+41 pp
Tokens
+31%
Agent turns
0%
Response time
-21%
Model gemini-3.6-flashMeasured 9/1/2026v119 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
Use when targeting 《管理工程学报》(Journal of Industrial Engineering and Engineering Management — 浙江大学主办、教育部主管的管理工程类双月刊, 1987 年创刊, 国内唯一对口管理工程学科的学术刊) or deciding whether a Chinese industrial-engineering/operations manuscript fits this venue. Encodes the journal's fit, framing, house style, official-submission re-check, and desk-reject heuristics.
Use when targeting 《数量经济技术经济研究》(The Journal of Quantitative & Technological Economics, JQTE) — the CASS journal for quantitative economics, econometric methods, technical economics, input-output, macro-econometric forecasting, and technology/innovation evaluation. Apply when the contribution is method-application or measurement (productivity, efficiency, forecasting) rather than a pure causal-policy narrative.