Content
63%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is a well-sequenced, actionable workflow with concrete engine-specific code and gating logic, but it is heavy on inlined per-competition section lists and LaTeX syntax that would benefit from being split into reference files, and it lacks an explicit compile-validation feedback loop.
Suggestions
Move the large per-competition section-file enumerations and the LaTeX 写作要点 syntax reference into separate reference files (e.g. references/section_layouts.md, references/latex_syntax.md) and link to them from SKILL.md to improve progressive disclosure.
Add an explicit compile-validation feedback loop (e.g. 'Run xelatex twice; if errors appear, fix the .tex and recompile; verify paper/main.pdf exists and has non-zero size') to lift workflow clarity.
Consolidate the duplicated Typst/LaTeX section lists into a single table keyed by competition + engine to reduce token cost.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient with concrete commands and code, but the long enumeration of per-competition section file lists (changsanjiao/cumcm/dongsansheng/shuweibei/default/stats/mcm etc.) and repeated LaTeX mirror lists add padding that could be consolidated or moved to a reference. | 3 / 5 |
Actionability | Provides mostly executable guidance: concrete bash checks (ls ... && echo OK || echo MISSING), copy commands, compile commands (xelatex/typst), and full figure/bib code snippets in both engines, with only minor gaps (e.g. exact copy command not shown verbatim). | 4 / 5 |
Workflow Clarity | Clear numbered sequence (步骤 0–6) with engine-selection gating, template existence checks (OK/MISSING branches), and compile-twice guidance for cross-references; missing an explicit post-compile validation/feedback loop (no 'verify PDF built / fix errors / recompile' checkpoint), keeping it just below 5. | 4 / 5 |
Progressive Disclosure | No bundle files exist (references/, scripts/, assets/ absent), and a large amount of per-template section enumeration and LaTeX syntax reference is inlined in SKILL.md that would be better split into referenced files; the one external pointer (../_references/math_modeling_norms.md) is signaled but the bulk structure stays inline. | 3 / 5 |
Total | 14 / 20 Passed |