Is the NSFC Benzi Audit skill free?

Yes. The skill itself is free from jiankang1991/nsfc-benzi-audit. SkillProof publishes the install command and an independent test verdict at no cost.

What is the NSFC Benzi Audit SkillProof Score?

9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.

How do I install NSFC Benzi Audit?

Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.

Can I use NSFC Benzi Audit with Cursor, Copilot, Gemini CLI, Codex or other AI tools?

The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.

NSFC Benzi Audit

Structured pre-submission diagnosis for Chinese NSFC grant application drafts

by jiankang1991 · jiankang1991/nsfc-benzi-audit

Tested · Works

Install — copy the command Download source ↗

Test report

Verdict: Tested · Works
Score: 9.6/10
Tested: Jul 17, 2026
Environment: Claude Code 2.x (agent harness)
Upstream re-checked: Aug 10, 2026 · e6c27a0

Audited the repo's own weak youth-fund draft with and without the skill: the skill run caught what the baseline critique missed entirely — that fault diagnosis is an inverse problem written with forward-problem logic (no ill-posedness, regularization, or priors discussion), that '首次' is a banned self-evaluation word, and that the 科学问题属性 statement never cross-validates the key scientific questions. Its 434-line logic reference carries real domain expertise: empirical novelty weightings by project type, noun-phrase question-title conventions, and count-traceability checks between scientific questions and research contents. Install ran verbatim from a bare HOME, and the README honestly states what it will not do (no ghostwriting, no fabricated literature).

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

Installs cleanly 5/5
Triggers reliably 5/5
Output vs. baseline 9/10
Docs & honesty 5/5

What NSFC Benzi Audit does

Audits NSFC (国自然) grant application drafts with a one-page logic map, priority-ranked fixes, and section-by-section diagnosis grounded in reviewer-weighting heuristics. Triggers on Chinese phrases like 本子把脉, 国自然申请书修改建议, or requests to critique a title, abstract, key scientific questions, or innovation points; it gives applicant-facing revision advice, not formal peer-review opinions.

How to install NSFC Benzi Audit

git clone https://github.com/jiankang1991/nsfc-benzi-audit
mkdir -p ~/.claude/skills
cp -r nsfc-benzi-audit/nsfc-benzi-audit ~/.claude/skills/nsfc-benzi-audit

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger NSFC Benzi Audit

/nsfc-benzi-audit Structured pre-submission diagnosis for Chinese NSFC grant application drafts

It also activates on plain-language prompts like these:

帮我看看这份国自然青年基金申请书,给它把把脉,告诉我摘要和创新点部分具体要怎么改
审一下这份基金申请书里关键科学问题部分的表述,是不是符合评审专家常见的评分习惯和偏好
提交国自然申请书之前,帮我系统诊断一下整个本子,给出一份按优先级排序的修改建议清单

Frequently asked questions

Is the NSFC Benzi Audit skill free?: Yes. The skill itself is free from jiankang1991/nsfc-benzi-audit. SkillProof publishes the install command and an independent test verdict at no cost.
Does NSFC Benzi Audit work with Claude Code?: We tested it with Claude Code 2.x (agent harness) on Jul 17, 2026. Verdict: Tested · Works. Audited the repo's own weak youth-fund draft with and without the skill: the skill run caught what the baseline critique missed entirely — that fault diagnosis is an inverse problem written with forward-problem logic (no ill-posedness, regularization, or priors discussion), that '首次' is a banned self-evaluation word, and that the 科学问题属性 statement never cross-validates the key scientific questions. Its 434-line logic reference carries real domain expertise: empirical novelty weightings by project type, noun-phrase question-title conventions, and count-traceability checks between scientific questions and research contents. Install ran verbatim from a bare HOME, and the README honestly states what it will not do (no ghostwriting, no fabricated literature).
What is the NSFC Benzi Audit SkillProof Score?: 9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
How do I install NSFC Benzi Audit?: Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use NSFC Benzi Audit with Cursor, Copilot, Gemini CLI, Codex or other AI tools?: The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.