Use when the research design is the bottleneck for a 《中国行政管理》 manuscript — choosing and stress-testing a quantitative, qualitative, or normative design and matching it to the research question. Stress-tests the design before drafting exhibits; does not write the policy implications. 本技能服务于《中国行政管理》(Chinese Public Administration, CPA)。
SkillScore65Maintained
Automatic
◆Research pack
Last verified 9/1/2026
What it changes
Passed 15 of 23 test cases with the skill, and 13 of 23 without it.
Without skill57%
With skill65%
Checks it passed that the model alone missed
Includes 【方法-问题匹配】 in the output block.
Includes 【选定设计】IV in the diagnostic output.
Includes 【下一步】cpa-mechanism as the final line.
and 6 more in the full report
5 fixed10 passed either way5 still failing3 broke
Pass-rate lift
+9 pp
Tokens
+60%
Agent turns
0%
Response time
-1%
Model gemini-3.6-flashMeasured 9/1/2026v115 of 23 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.
1 of 5
Prompt
Evaluate my regression discontinuity design studying local tax exemptions based on a strict 50,000 population cutoff. Please output the assessment using the standard structured block schema with explicit section headers.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes 【方法-问题匹配】 in the output block.
Missed
Passed
Includes 【下一步】cpa-mechanism as the final line in the output block.
Missed
Passed
case-15 · gemini-3.6-flash · 9/1/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.