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中国农村经济工作流（cre-workflow） · brycewang-stanford | DecimalAI

researchby brycewang-stanford

中国农村经济工作流（cre-workflow）

brycewang-stanford/cre-workflow

Source brycewang-stanford/awesome-journal-skills ↗License MIT

Use when deciding which cre-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《中国农村经济》 (China Rural Economy). Routes — does not replace — the specialized skills.

SkillScore100Maintained

Automatic

Research pack

Last verified 8/31/2026

What it changes

Passed 23 of 23 test cases with the skill, and 7 of 23 without it.

Without skill30%

With skill100%

Checks it passed that the model alone missed

Directs the user to cre-style.
Directs the user to cre-abstract.
Directs the user to cre-rebuttal.

and 17 more in the full report

16 fixed7 passed either way0 still failing0 broke

Pass-rate lift: +70 pp
Tokens: +26%
Agent turns: 0%
Response time: -31%

Model gemini-3.6-flashMeasured 8/31/2026v123 of 23 cases passed with skill

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/brycewang-stanford-cre-workflow/SKILL.md https://app.decimal.ai/s/brycewang-stanford-cre-workflow/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add brycewang-stanford-cre-workflow, 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/brycewang-stanford-cre-workflow/ and pins it in .decimal/skills.lock

decimalai skills add brycewang-stanford-cre-workflow

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

curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-cre-workflow/SKILL.md https://app.decimal.ai/s/brycewang-stanford-cre-workflow/SKILL.md

Raw file: /s/brycewang-stanford-cre-workflow/SKILL.md ↗ · machine-readable summary at /s/brycewang-stanford-cre-workflow.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 16

Prompt

我收到了《中国农村经济》编辑部发来的外审意见，有 3 位审稿人提出了具体的修改要求。正文修改已经完成，现在需要撰写逐条回复信，请问应该接入哪个功能？

What was checked, without and with the skill
Checked	Without skill	With skill
Directs the user to cre-rebuttal.	Missed	Passed

case-13 · gemini-3.6-flash · 8/31/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md92 linessingle file

中国农村经济工作流（cre-workflow）

总览

这是路由器，它不替代任何专用 Skill。它告诉你当前阶段应该用哪一个 cre-* skill。

默认假设：除非用户明确说明目标期刊不是《中国农村经济》，否则按 CSSCI 一区、中国社会科学院农村发展研究所主办的《中国农村经济》编委口味处理。该刊聚焦"三农"（农业、农村、农民），以微观农户 / 村级数据的因果识别实证为主，姊妹刊为《中国农村观察》。

触发时机

用户问"我下一步该做什么？"
用户甩过来一份三农主题初稿，需要判断当前瓶颈
实证、写作、回复来回切，状态混乱
收到了《中国农村经济》的外审意见，需要切换到 rebuttal 模式

路由表

当前症状	下一个 Skill
选题想法模糊，不确定是否契合"三农"场景 / 边际贡献写不出	`cre-topic-selection`
文献综述缺三农领域中文经典 / 缺理论文献	`cre-literature-review`
实证只有 OLS / 描述统计，担心识别策略不过关	`cre-identification`
主结果有了，但没有农户微观机制	`cre-mechanism`
没切异质性 / 切分维度脱离农村场景	`cre-heterogeneity`
表格列数过多 / 注释不规范 / 不像《中国农村经济》风格	`cre-tables-figures`
文末政策含义脱离乡村振兴 / 是"加强完善推进"四件套	`cre-policy-implication`
摘要写成套话，没量化结果 / 中英文不对齐	`cre-abstract`
通篇空话套话 / 政策建议是"加强完善推进"四件套	`cre-style`
准备投稿，需要 checklist	`cre-submission`
收到 R&R，需要写回复信	`cre-rebuttal`

默认顺序

cre-topic-selection — 先把"三农场景 + 理论贡献 + 中国农村政策现实"定下来
cre-literature-review — 中外并重，三农经典与权威文献必引
cre-identification — 农户 / 村级数据的准实验识别
cre-mechanism — 农户微观机制路径
cre-heterogeneity — 异质性切分（落到农村场景）
cre-tables-figures — 主表 / 主图最终化（三线表）
cre-policy-implication — 乡村振兴 / 农村政策含义（意义层但落到三农场景）

Track record

Benchmark

23 / 23

test cases passed, vs 7 / 23 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 v4 — 8/10/2026

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

brycewang-stanford / awesome-journal-skills

China-Rural-Economy-Skills/skills/cre-workflow/SKILL.md

View on GitHub ↗

License MITImported 8/10/2026Version v1

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

中国农村经济工作流（cre-workflow）

总览

触发时机

路由表

默认顺序

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills