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NSFC（二）研究内容编排写作器 · huangwb8 | DecimalAI

documentationby huangwb8

NSFC（二）研究内容编排写作器

huangwb8/nsfc-research-content-writer

Source huangwb8/chineseresearchlatex ↗License MIT

当用户明确要求"写/改研究内容""研究内容+创新+年度计划编排"时使用。为 NSFC 正文"（二）研究内容"写作/重构，并同步编排"特色与创新"和"三年年度研究计划"，输出可直接落到 LaTeX 模板的三个 extraTex 文件。

NewMaintained

Automatic

Research pack

Last verified 9/9/2026

What it changes

Passed 3 of 10 test cases with the skill, and 4 of 10 without it.

Without skill41%

With skill32%

Checks it passed that the model alone missed

The response leaves main.tex completely unmodified.
The response leaves extraTex/@config.tex completely unmodified.
The assistant stops and requests necessary project input details before drafting.

and 2 more in the full report

4 fixed3 passed either way9 still failing6 broke

Pass-rate lift: -9 pp
Tokens: +38%
Agent turns: 0%
Response time: -31%

Model gemini-3.6-flashMeasured 9/9/2026v27 of 22 cases passed with skill · 10 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/huangwb8-nsfc-research-content-writer/SKILL.md https://app.decimal.ai/s/huangwb8-nsfc-research-content-writer/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add huangwb8-nsfc-research-content-writer, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/huangwb8-nsfc-research-content-writer/ and pins it in .decimal/skills.lock

decimalai skills add huangwb8-nsfc-research-content-writer

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/huangwb8-nsfc-research-content-writer/SKILL.md https://app.decimal.ai/s/huangwb8-nsfc-research-content-writer/SKILL.md

Raw file: /s/huangwb8-nsfc-research-content-writer/SKILL.md ↗ · machine-readable summary at /s/huangwb8-nsfc-research-content-writer.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

我们在 `projects/NSFC_Optics` 中运行中间任务落盘。请指定符合规范的任务中间工作区路径。

What was checked, without and with the skill
Checked	Without skill	With skill
The intermediate task path uses the pattern ./.bensz-api/task-{yyyymmdd-hhmm}-{desc}/.	Missed	Passed

case-15 · gemini-3.6-flash · 9/9/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md128 lines20 filesincludes scripts

NSFC（二）研究内容编排写作器

目标输出（契约）

写入落点（3 个文件）：
- extraTex/2.1.研究内容.tex
- extraTex/2.2.特色与创新.tex
- extraTex/2.3.年度研究计划.tex
禁止改动：main.tex、extraTex/@config.tex、任何 .cls/.sty
编排原则：先把 2.1 写成“可验证闭环”，再从 2.1 抽取创新点生成 2.2，最后把 2.1 的任务拆分成三年里程碑生成 2.3。

参数与输出模式（建议显式提供）

project_root：标书项目根目录（如 projects/NSFC_Young）
output_mode（默认 apply）：
- preview：不直接写入文件；输出三段可复制粘贴的 LaTeX 正文草稿，并标注应写入的目标文件路径
- apply：仅写入三份目标文件（见“目标输出”），不触碰其他文件

必需输入（最小信息表）

若用户未提供，请先收集/补全：references/info_form.md

流程

输入

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。

执行步骤

当用户环境中出现因本 skill 设计缺陷导致的 bug 时，优先使用 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。
若 AI 仍可通过 workaround 继续完成用户任务，应先记录 bug，再继续完成当前任务。
当用户明确要求“report bensz skills bugs”等公开上报动作时，调用本地 gh 与 bensz-collect-bugs，仅上传新增 bug 到 huangwb8/bensz-bugs；不要 pull / clone 整个 bug 仓库。

定位项目与目标文件：确认 project_root，读取并仅编辑三份 extraTex/2.*.tex 文件；如目标文件不存在，提示用户先初始化/拷贝模板项目。
固定”子目标三件套”：把目标拆成 3–4 个子目标（内部规划时可用 S1–S4 编号便于自检回溯，此编号仅用于 AI 内部规划，禁止出现在最终 LaTeX 正文中），并对每个子目标强制写清：
- 指标（可判定/可验收）
- 对照/基线（与谁比、怎么比）
- 数据来源/验证方案（样本/实验体系/评估方法）
生成 2.1 研究内容（以”问题→目标→内容→路线→验证”为主线）：

Track record

Benchmark

3 / 10

test cases passed, vs 4 / 10 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/9/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

huangwb8 / chineseresearchlatex

skills/nsfc-research-content-writer/SKILL.md

View on GitHub ↗

License MITImported 9/9/2026Version v2Bundled 19 files · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

huangwb8/nsfc-research-foundation-writer当用户明确要求"写/改研究基础""研究基础+工作条件+风险应对编排"时使用。为 NSFC 正文"（三）研究基础"写作/重构，并同步编排"工作条件"和"研究风险应对"，用证据链证明项目可行、资源条件对位研究内容、风险预案可执行。Close match+14 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

NSFC（二）研究内容编排写作器

目标输出（契约）

参数与输出模式（建议显式提供）

必需输入（最小信息表）

流程

输入

执行步骤

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills