Use when the literature section of a 《中国工业经济》 (China Industrial Economics) manuscript is a citation pile instead of a critical review that locates the gap. Enforces gap-driven 文献述评 (not 罗列), recent-five-year frontier coverage, and a clean separation between literature review and theory analysis.
SkillScore91Maintained
Automatic
◆Research pack
Last verified 8/31/2026
What it changes
Passed 20 of 22 test cases with the skill, and 8 of 22 without it.
Without skill36%
With skill91%
Checks it passed that the model alone missed
Outputs summary block with 【述评模式】.
Outputs the standardized review block including 【贡献映射】.
Formats review assessment using standard section header 【述评模式】.
and 12 more in the full report
12 fixed8 passed either way2 still failing0 broke
Pass-rate lift
+55 pp
Tokens
+36%
Agent turns
0%
Response time
-8%
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 12 test cases the skill fixed. Same model, same prompt, with and without the skill.