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Get Started Free →huangwb8/nsfc-qc
当用户明确要求"标书QC/质量控制/润色前质检/引用真伪核查/篇幅与结构检查"时使用。对 NSFC 标书进行只读质量控制：并行多线程独立检查文风生硬、引用假引/错引风险、篇幅与章节分布、逻辑清晰度等，最终输出标准化 QC 报告；中间文件默认归档到 `project_root/.bensz-api/task-{yyyymmdd-hhmm}-{简短描述}/nsfc-qc/{yyyy-mm-dd-hh-mm}/`，并兼容 legacy `.nsfc-qc/` 读取/清理。
Passed 13 of 19 test cases with the skill, and 4 of 19 without it.
and 10 more in the full report
12 fixed5 passed either way8 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
What command line flag must be passed to `nsfc_qc_precheck.py` to trigger online metadata checks for bibliography references?
| Checked | Without skill | With skill |
|---|---|---|
| Passes the --resolve-refs flag to nsfc_qc_precheck.py. | Missed | Passed |
The instructions your model reads when the skill loads.
.tex/.bib/.cls/.stydeliver_dir/ 放交付物，project_root/.bensz-api/task-{yyyymmdd-hhmm}-{简短描述}/nsfc-qc/{run_id}/ 放工作区最少需要：
project_root建议同时提供：
main_tex，默认 main.texthreads，默认读 config.yamlexecution，默认 serialdeliver_dir，推荐显式给，便于实例隔离nsfc-qc 不是编译检查工具。按用户请求和配置文件提供必要输入；缺失信息应明确列出并停止依赖该输入的步骤。
bensz-collect-bugs 按规范记录到 ~/.bensz-skills/bugs/，严禁直接修改用户本地 Claude Code / Codex 中已安装的 skill 源码。gh 与 bensz-collect-bugs，仅上传新增 bug 到 huangwb8/bensz-bugs；不要 pull / clone 整个 bug 仓库。deliver_dirtest cases passed, vs 4 / 19 without
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