nsfc-qc
huangwb8/ChineseResearchLaTeXSkill
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。
Why this score
This repo hosts 10 skills, so its 2,956 stars are split between them (about 296 each) for scoring.
Popularity score: 73/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit d288ea832e4b, with Cisco's open-source skill-scanner.
What its code does:
- Makes network requestsSKILL.md, scripts/nsfc_qc_precheck.py:1080 and 7 more
Web addresses in its code:
- doi.orgscripts/nsfc_qc_precheck.py:1181
- dx.doi.orgscripts/nsfc_qc_precheck.py:1182
- api.crossref.orgscripts/nsfc_qc_precheck.py:1218
- api.unpaywall.orgscripts/nsfc_qc_precheck.py:1271
- arxiv.orgscripts/nsfc_qc_precheck.py:1260
- export.arxiv.orgscripts/nsfc_qc_precheck.py:1242
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onensfc-qc huangwb8/ChineseResearchLaTeX · Skill | 73 | ★ 3.0k | ≈61 always | 18d ago |
| data-qc-reviewer SteadfastAsArt/geoscience-skills · Subagent Both about qc | 57 | ★ 70 | ≈20 in chat | 2mo ago |
| nsfc-benzi-audit jiankang1991/nsfc-benzi-audit · Skill Both about nsfc | 69 | ★ 114 | ≈127 always | 18d ago |
| sd-qc-engine lixiaoxiao9888-create/manju-laoli-skill · Skill Both about qc | 66 | ★ 1.5k | ≈100 always | 19d ago |
| canvas-course-qc vishalsachdev/canvas-mcp · Skill Both about qc | 66 | ★ 298 | ≈69 always | 16d ago |