Markdown Article Formatter
JimLiu/baoyu-skills
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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“交付目录内的隐藏工作区（.nsfc-qc/）”，并兼容 legacy .nsfc-qc/。
Install Nsfc Qc
$ npx skills add InternScience/DrClaw --skill nsfc-qc -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install InternScience/DrClaw nsfc-qc --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/nsfc-qc .claude/skills/nsfc-qc && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "nsfc-qc" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/nsfc-qc into .claude/skills/nsfc-qc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nsfc-qc", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/nsfc-qcType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add InternScience/DrClaw --skill nsfc-qc -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install InternScience/DrClaw nsfc-qc --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/nsfc-qc .agents/skills/nsfc-qc && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "nsfc-qc" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/nsfc-qc into .agents/skills/nsfc-qc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nsfc-qc", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add InternScience/DrClaw --skill nsfc-qc -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install InternScience/DrClaw nsfc-qc --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/nsfc-qc .cursor/skills/nsfc-qc && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "nsfc-qc" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/nsfc-qc into .cursor/skills/nsfc-qc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nsfc-qc", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/InternScience/DrClaw.git --path drclaw/local_skill_hub/proposal_writing/nsfc-qc--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add InternScience/DrClaw --skill nsfc-qc -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install InternScience/DrClaw nsfc-qc --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/nsfc-qc .gemini/skills/nsfc-qc && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "nsfc-qc" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/nsfc-qc into .gemini/skills/nsfc-qc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nsfc-qc", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install InternScience/DrClaw nsfc-qcInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add InternScience/DrClaw --skill nsfc-qc -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/nsfc-qc .github/skills/nsfc-qc && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "nsfc-qc" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/nsfc-qc into .github/skills/nsfc-qc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nsfc-qc", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add InternScience/DrClaw --skill nsfc-qc -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install InternScience/DrClaw nsfc-qc --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/nsfc-qc .opencode/skills/nsfc-qc && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "nsfc-qc" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/nsfc-qc into .opencode/skills/nsfc-qc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nsfc-qc", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
nsfc-qc- GitHub stars
- 172
- Token cost
- ~1.9k tokens
- SKILL.md length
- 425 words
- Files
- 13 (incl. scripts, references)
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- None found
At a glance
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“交付目录内的隐藏工作区（.nsfc-qc/）”，并兼容 legacy .nsfc-qc/。
- Works in 6 steps: 定位输入与 run 目录 → 只读预检（确定性） → 多线程独立 QC（parallel-vibe；默认 5 threads；默认串联） → …
- Documents & Office work in your project
- SKILL.md covers 目标输出（契约）, 输入参数（建议显式提供）, 硬约束（必须遵守） and 工作流（强制）, plus 2 more sections
- Runs Python scripts from its folder; calls python3
What it does
Nsfc Qc is an agent skill from InternScience/DrClaw. 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“交付目录内的隐藏工作区（.nsfc-qc/）”，并兼容 legacy .nsfc-qc/。
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including scripts and reference files (for example `README.md`, `config.yaml` and `references/qc_checklist.md`).
It sits in Documents & Office.
When your agent uses it
- Documents & Office work in your project
Example prompts
- “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”
- “交付目录内的隐藏工作区（.nsfc-qc/）”
- “/nsfc-qc”
Requirements
- Python 3
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- 定位输入与 run 目录
- 只读预检（确定性）
- 多线程独立 QC（parallel-vibe；默认 5 threads；默认串联）
- 汇总聚合（主线程）
- 输出标准化报告（强制格式）
- 非目标：编译检查
What it can do on your machine
Read from SKILL.md and the folder at commit 4f96df0. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 7 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Nsfc Qc loads about 1.9k tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 425 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 425 words (~1,947 tokens).
- name
- nsfc-qc
- version
- 1.2.0
- author
- Bensz Conan
- metadata.author
- Bensz Conan
- metadata.short-description
- NSFC 标书只读 QC（多线程 + 标准化报告）
- metadata.keywords
- nsfc-qc, 标书质检, 质量控制, 引用核查, 篇幅检查, 逻辑通顺, 文风优化建议
- metadata.triggers
- QC, 质量控制, 质检, 标书检查, 引用核查, 假引, 错引, 篇幅, 章节分布
- config
- skills/nsfc-qc/config.yaml
- references
- skills/nsfc-qc/references/
Files
SKILL.md and 12 other files (scripts, references) in drclaw/local_skill_hub/proposal_writing/nsfc-qc of InternScience/DrClaw.
- SKILL.md
- README.md
- config.yaml
- references/qc_checklist.md
- scripts/materialize_final_outputs.py
- scripts/nsfc_qc_compile.py
- scripts/nsfc_qc_precheck.py
- scripts/nsfc_qc_run.py
- scripts/run_parallel_qc.py
- scripts/validate_final_outputs.py
- scripts/validate_skill.py
- templates/FINDINGS_SCHEMA.json
- templates/REPORT_TEMPLATE.md
Open the folder on GitHubat commit 4f96df0
Compare with similar skills
Nsfc Qc next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Nsfc Qc this skillInternScience/DrClaw | 172 | — | ~1.9k | Automated safety check: Pass | None | |
| Markdown Article FormatterJimLiu/baoyu-skills | 26k | 7 repos | ~3.5k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Obsidian MarkdownAtmosphere/atmosphere | 3.8k | 20 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| DOCXrvdbreemen/OTGW-firmware | 207 | 33 repos | ~4.3k | Automated safety check: Pass | Proprietary | |
| Gzh Designisjiamu/gzh-design-skill | 3.9k | 1 repos | ~2.2k | Automated safety check: Pass | AGPL-3.0 |
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Categories
Questions about Nsfc Qc
What does Nsfc Qc do?
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“交付目录内的隐藏工作区（.nsfc-qc/）”，并兼容 legacy .nsfc-qc/。. Nsfc Qc is an agent skill from InternScience/DrClaw.
When should I use Nsfc Qc?
Nsfc Qc fits situations like: documents & Office work in your project.
How do I install Nsfc Qc in Claude Code?
Run `npx skills add InternScience/DrClaw --skill nsfc-qc -a claude-code`. Or copy the skill folder (drclaw/local_skill_hub/proposal_writing/nsfc-qc in InternScience/DrClaw) into .claude/skills/nsfc-qc in your project. Claude Code loads it when a task matches its description.
How do I install Nsfc Qc in Codex?
Run `npx skills add InternScience/DrClaw --skill nsfc-qc -a codex`. Or copy the skill folder (drclaw/local_skill_hub/proposal_writing/nsfc-qc in InternScience/DrClaw) into .agents/skills/nsfc-qc in your project. Codex loads it when a task matches its description.
Can I use Nsfc Qc in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add InternScience/DrClaw --skill nsfc-qc -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nsfc-qc, .gemini/skills/nsfc-qc, .github/skills/nsfc-qc and .opencode/skills/nsfc-qc in your project.
What does Nsfc Qc need to run?
Going by SKILL.md and its folder, Nsfc Qc needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Nsfc Qc access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Nsfc Qc safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Nsfc Qc use?
No licence was found for Nsfc Qc or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Nsfc Qc use?
About 1.9k tokens (SKILL.md is roughly 7.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 721 tokens, read only when the agent opens those files.
What are the alternatives to Nsfc Qc?
Skills that share tags, products or a category with Nsfc Qc: Markdown Article Formatter (JimLiu/baoyu-skills, 26k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and DOCX (rvdbreemen/OTGW-firmware, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Nsfc Qc?
InternScience (a GitHub organization) maintains it in InternScience/DrClaw, which has 172 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on March 20, 2026.
Source: InternScience/DrClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.