Agent skill

Nsfc Justification Writer

by InternScience in InternScience/DrClaw

当用户明确要求"写/改 NSFC 立项依据""立项依据写作/重构"时使用。基于最小信息表输出价值与必要性、现状不足、科学问题/假说与项目切入点,并保持模板结构不被破坏。适用于 NSFC 及各类科研基金申请书的立项依据写作场景。

No licenceAuto-check passedDocuments & Office

Install Nsfc Justification Writer

skills CLI
$ npx skills add InternScience/DrClaw --skill nsfc-justification-writer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install InternScience/DrClaw nsfc-justification-writer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-justification-writer .claude/skills/nsfc-justification-writer && rm -rf skills-src

Use ~/.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/

Facts

Skill name
nsfc-justification-writer
GitHub stars
172
Token cost
~1.8k tokens
SKILL.md length
390 words
Files
90 (incl. scripts, references, assets)
Skills in repo
12
Repo updated
First seen
Licence
None found

At a glance

当用户明确要求"写/改 NSFC 立项依据""立项依据写作/重构"时使用。基于最小信息表输出价值与必要性、现状不足、科学问题/假说与项目切入点,并保持模板结构不被破坏。适用于 NSFC 及各类科研基金申请书的立项依据写作场景。

  • Works in 8 steps: 定位项目与目标文件:确认 project_root,读取并仅编辑… → 抽取现有骨架:若文件已有 \subsubsection… → 渐进式写作引导(主推):先骨架→再段落→再修订→再润色→再验收(避免一步到位压力) → …
  • Documents & Office work in your project
  • SKILL.md covers 目标输出(契约), 必需输入(最小信息表), 工作流(按顺序执行) and 配置校验与大文件支持(可选), plus 6 more sections
  • Calls python

What it does

Nsfc Justification Writer is an agent skill from InternScience/DrClaw. 当用户明确要求"写/改 NSFC 立项依据""立项依据写作/重构"时使用。基于最小信息表输出价值与必要性、现状不足、科学问题/假说与项目切入点,并保持模板结构不被破坏。适用于 NSFC 及各类科研基金申请书的立项依据写作场景。

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 96 other files, including scripts, reference files and assets (for example `README.md`, `assets/README.md` and `assets/examples/README.md`).

It sits in Documents & Office.

When your agent uses it

  • Documents & Office work in your project

Example prompts

  • “写/改 NSFC 立项依据”
  • “立项依据写作/重构”
  • “/nsfc-justification-writer”

Requirements

  • Python 3

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

  1. 定位项目与目标文件:确认 project_root,读取并仅编辑 extraTex/1.1.立项依据.tex。
  2. 抽取现有骨架:若文件已有 \subsubsection 等小标题,优先保留骨架,仅替换正文段落(除非用户要求重构层级)。默认不强制标题精确匹配(strict_title_match=false),更关注“内容维度是否覆盖”。
  3. 渐进式写作引导(主推):先骨架→再段落→再修订→再润色→再验收(避免一步到位压力)
  4. 生成“立项依据”主叙事(建议 4 段闭环,AI 会检查内容维度覆盖而非死盯标题)
  5. 可核验性与引用守护
  6. 跨章节一致性检查:检查术语/缩写/指标口径是否能与 2.1 研究内容 对齐;必要时列出需用户确认的 3–5 个关键名词与指标。
  7. 目标字数解析:优先解析用户意图/信息表中的“字数”/“±范围”/区间描述;无显式指示时再使用配置兜底。
  8. 第三方约束预警(瘦身提质):在 diagnose/review/coach 输出中提示

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 1 file in scripts/, which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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 Justification Writer loads about 1.8k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 35 tokens; SKILL.md has 390 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

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 390 words (~1,795 tokens).

“config.yaml / preset.yaml / override.yaml 的 prompts.* 支持两种形式:”

— opening of SKILL.md by InternScience
name
nsfc-justification-writer
author
Bensz Conan
metadata.author
Bensz Conan
metadata.short-description
科研立项依据写作/重构
metadata.keywords
nsfc-justification-writer, 立项依据, 科学问题, 假说, 国内外现状, LaTeX
metadata.triggers
nsfc-justification-writer, 立项依据, 研究意义, 为什么要做, 国内外现状, 现有不足, 切入点
references
references/
config
config.yaml

Read the full SKILL.md on GitHub

Files

SKILL.md and 89 other files (scripts, references, assets) in drclaw/local_skill_hub/proposal_writing/nsfc-justification-writer of InternScience/DrClaw.

  • SKILL.md
  • README.md
  • assets/README.md
  • assets/examples/README.md
  • assets/examples/biology/example_001.metadata.yaml
  • assets/examples/biology/example_001.tex
  • assets/examples/chemistry/example_001.metadata.yaml
  • assets/examples/chemistry/example_001.tex
  • assets/examples/cs/example_001.metadata.yaml
  • assets/examples/cs/example_001.tex
  • assets/examples/engineering/example_001.metadata.yaml
  • assets/examples/engineering/example_001.tex
  • assets/examples/materials/example_001.metadata.yaml
  • assets/examples/materials/example_001.tex
  • … and 76 more

Open the folder on GitHubat commit 4f96df0

Compare with similar skills

Nsfc Justification Writer 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.

Nsfc Justification Writer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Nsfc Justification Writer this skillInternScience/DrClaw172—~1.8kAutomated safety check: PassNone
Markdown Article FormatterJimLiu/baoyu-skills26k6 repos~3.5kAutomated safety check: PassMIT
MarkitdownImCa0/just-laws78214 repos~3.2kAutomated safety check: NotesMIT
Obsidian MarkdownAtmosphere/atmosphere3.8k20 repos~1.3kAutomated safety check: PassApache-2.0
DOCXrvdbreemen/OTGW-firmware20733 repos~4.3kAutomated safety check: PassProprietary
Gzh Designisjiamu/gzh-design-skill3.9k1 repos~2.2kAutomated safety check: PassAGPL-3.0

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Questions about Nsfc Justification Writer

What does Nsfc Justification Writer do?

当用户明确要求"写/改 NSFC 立项依据""立项依据写作/重构"时使用。基于最小信息表输出价值与必要性、现状不足、科学问题/假说与项目切入点,并保持模板结构不被破坏。适用于 NSFC 及各类科研基金申请书的立项依据写作场景。. Nsfc Justification Writer is an agent skill from InternScience/DrClaw.

When should I use Nsfc Justification Writer?

Nsfc Justification Writer fits situations like: documents & Office work in your project.

How do I install Nsfc Justification Writer in Claude Code?

Run `npx skills add InternScience/DrClaw --skill nsfc-justification-writer -a claude-code`. Or copy the skill folder (drclaw/local_skill_hub/proposal_writing/nsfc-justification-writer in InternScience/DrClaw) into .claude/skills/nsfc-justification-writer in your project. Claude Code loads it when a task matches its description.

How do I install Nsfc Justification Writer in Codex?

Run `npx skills add InternScience/DrClaw --skill nsfc-justification-writer -a codex`. Or copy the skill folder (drclaw/local_skill_hub/proposal_writing/nsfc-justification-writer in InternScience/DrClaw) into .agents/skills/nsfc-justification-writer in your project. Codex loads it when a task matches its description.

Can I use Nsfc Justification Writer 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-justification-writer -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-justification-writer, .gemini/skills/nsfc-justification-writer, .github/skills/nsfc-justification-writer and .opencode/skills/nsfc-justification-writer in your project.

What does Nsfc Justification Writer need to run?

Going by SKILL.md and its folder, Nsfc Justification Writer needs the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Nsfc Justification Writer 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 Justification Writer 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 Justification Writer use?

No licence was found for Nsfc Justification Writer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Nsfc Justification Writer use?

About 1.8k tokens (SKILL.md is roughly 7.2k 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 12k tokens, read only when the agent opens those files.

What are the alternatives to Nsfc Justification Writer?

Skills that share tags, products or a category with Nsfc Justification Writer: Markdown Article Formatter (JimLiu/baoyu-skills, 26k stars), Markitdown (ImCa0/just-laws, 782 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 Justification Writer?

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.