Use when designing or writing heterogeneity / conditionality analysis for a 《中国行政管理》(Chinese Public Administration, CPA) manuscript — variation across regions, administrative levels, and governance contexts. 当主结果只笼统适用、只切了一个维度、或审稿人要求差异化分析时使用。Enforces theory-guided cuts and significance-of-difference discipline for this Chinese-Public-Administration-Society journal.
SkillScore83Maintained
Automatic
◆Research pack
Last verified 8/31/2026
What it changes
Passed 19 of 23 test cases with the skill, and 13 of 23 without it.
Without skill57%
With skill83%
Checks it passed that the model alone missed
Summary block contains exact label "【异质性维度】".
Summary block ends with line "【下一步】cpa-tables-figures".
Uses quantitative heterogeneity template phrasing starting with "本文进一步检验".
and 7 more in the full report
6 fixed13 passed either way4 still failing0 broke
Pass-rate lift
+26 pp
Tokens
+42%
Agent turns
0%
Response time
-6%
Model gemini-3.6-flashMeasured 8/31/2026v119 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.