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NSFC（三）研究基础编排写作器 · huangwb8 | DecimalAI

documentationby huangwb8

NSFC（三）研究基础编排写作器

huangwb8/nsfc-research-foundation-writer

Source huangwb8/chineseresearchlatex ↗License MIT

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。

SkillScore36Maintained

Automatic

Research pack

Last verified 9/9/2026

What it changes

Passed 4 of 10 test cases with the skill, and 2 of 10 without it.

Without skill23%

With skill36%

Checks it passed that the model alone missed

Requests the user to specify or confirm a valid project root directory.
Annotates preview content with explicit target file path `extraTex/3.1.研究基础.tex`.
Includes early warning signals or triggering thresholds for each identified research risk.

and 5 more in the full report

6 fixed2 passed either way11 still failing3 broke

Pass-rate lift: +14 pp
Tokens: +22%
Agent turns: 0%
Response time: -37%

Model gemini-3.6-flashMeasured 9/9/2026v28 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-foundation-writer/SKILL.md https://app.decimal.ai/s/huangwb8-nsfc-research-foundation-writer/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add huangwb8-nsfc-research-foundation-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-foundation-writer/ and pins it in .decimal/skills.lock

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

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

请为项目根目录 `projects/NSFC_NonExistent_Dir_999` 生成研究基础和工作条件并写入文件。

What was checked, without and with the skill
Checked	Without skill	With skill
Reports an error regarding non-existent project root directory before attempting file writes.	Missed	Passed
Requests the user to specify or confirm a valid project root directory.	Missed	Passed

case-09 · 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.md147 lines8 filesincludes scripts

NSFC（三）研究基础编排写作器

目标输出（契约）

写入落点（2 个文件）：
- extraTex/3.1.研究基础.tex（包含“研究风险的应对措施”）
- extraTex/3.2.工作条件.tex
禁止改动：main.tex、extraTex/@config.tex、任何 .cls/.sty
核心目标：用“证据链 + 条件对位 + 风险预案”回答评审的三个问题：你做过吗？你做得成吗？出问题你怎么兜底？

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：只输出两段可复制的 LaTeX 正文草稿（并标注应写入的目标文件路径），不写入文件
- apply：仅写入两份目标文件（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：
- 验证 project_root 是否存在，不存在时报错并提示用户指定正确路径
- 检查 extraTex/ 目录是否存在，不存在时提示用户先初始化/拷贝模板项目；必要时可在用户确认后创建
- 确认 project_root 和 output_mode（默认为 apply）
  - preview 模式：只生成内容预览，不写入文件（适合调试）
  - apply 模式：将生成的内容写入 extraTex/3.1.研究基础.tex 和 extraTex/3.2.工作条件.tex
- 仅编辑这两个文件，禁止修改 main.tex、extraTex/@config.tex、任何 .cls/.sty

Track record

Benchmark

4 / 10

test cases passed, vs 2 / 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-foundation-writer/SKILL.md

View on GitHub ↗

License MITImported 9/9/2026Version v2Bundled 7 files · scripts

Other skills for the same job

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

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

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See it in action

What's inside

NSFC（三）研究基础编排写作器

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