用于最终化《管理世界》稿件的回归表与图形,使表图成为审稿专家判断"研究是否规范"的正向信号。Use when 主表列数过多(8 列以上)被吐槽信息密度高、表格用了边框/阴影/颜色不合本刊规范、标准误用了 t/z 值、或图形分辨率不足/配色不专业(彩虹色)时使用。锚定《管理世界》国务院发展研究中心主办、规范实证大刊的呈现传统,落实三线表(无竖线、≤6…

MITAuto-check passedResearch & Science

Install Mw Tables Figures

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills mw-tables-figures --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Management-World-Skills/skills/mw-tables-figures .claude/skills/mw-tables-figures && 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
mw-tables-figures
GitHub stars
1.2k
Token cost
~950 tokens
SKILL.md length
237 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

用于最终化《管理世界》稿件的回归表与图形,使表图成为审稿专家判断"研究是否规范"的正向信号。Use when 主表列数过多(8 列以上)被吐槽信息密度高、表格用了边框/阴影/颜色不合本刊规范、标准误用了 t/z 值、或图形分辨率不足/配色不专业(彩虹色)时使用。锚定《管理世界》国务院发展研究中心主办、规范实证大刊的呈现传统,落实三线表(无竖线、≤6…

  • Works in 4 steps: 平行趋势事件研究图 —— 95% CI,垂直虚线标处理时点 → 政策时间线图 —— 与制度背景章节配套 → 机制路径图 —— 用矩形 + 箭头,避免复杂阴影 → …
  • Tasks that involve Econometrics and empirical research
  • SKILL.md covers 触发时机, 表格规范(三线表 / booktabs), 图形规范 and 执行桥(StatsPAI / Stata MCP), plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Mw Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. 用于最终化《管理世界》稿件的回归表与图形,使表图成为审稿专家判断"研究是否规范"的正向信号。Use when 主表列数过多(8 列以上)被吐槽信息密度高、表格用了边框/阴影/颜色不合本刊规范、标准误用了 t/z 值、或图形分辨率不足/配色不专业(彩虹色)时使用。锚定《管理世界》国务院发展研究中心主办、规范实证大刊的呈现传统,落实三线表(无竖线、≤6 列)、聚类标准误置于括号、注释含聚类层次与显著性定义、图形≥300dpi 与双主色克制,使表图达到本刊已刊论文形态。 本技能服务于《管理世界》(Management World, MW)。

Its SKILL.md is about 950 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Econometrics and empirical research. It works with Model Context Protocol. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • Tasks that involve Econometrics and empirical research

Example prompts

  • “研究是否规范”
  • “/mw-tables-figures”

Workflow steps

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

  1. 平行趋势事件研究图 —— 95% CI,垂直虚线标处理时点
  2. 政策时间线图 —— 与制度背景章节配套
  3. 机制路径图 —— 用矩形 + 箭头,避免复杂阴影
  4. 异质性森林图 —— 各子样本点估计 + CI

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Mw Tables Figures loads about 950 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 237 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~950

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 237 words, ~950 tokens.

Download SKILL.mdSave it as .claude/skills/mw-tables-figures/SKILL.md (or your agent's skills folder).
name
mw-tables-figures
description
用于最终化《管理世界》稿件的回归表与图形,使表图成为审稿专家判断"研究是否规范"的正向信号。Use when 主表列数过多(8 列以上)被吐槽信息密度高、表格用了边框/阴影/颜色不合本刊规范、标准误用了 t/z 值、或图形分辨率不足/配色不专业(彩虹色)时使用。锚定《管理世界》国务院发展研究中心主办、规范实证大刊的呈现传统,落实三线表(无竖线、≤6 列)、聚类标准误置于括号、注释含聚类层次与显著性定义、图形≥300dpi 与双主色克制,使表图达到本刊已刊论文形态。 本技能服务于《管理世界》(Management World, MW)。

表格与图形(mw-tables-figures)

触发时机

  • 主表 8 列以上,审稿人吐槽"信息密度过高"
  • 表格用了边框 / 阴影 / 颜色 —— 不符合《管理世界》规范
  • 图形分辨率不足 / 配色不专业

表格规范(三线表 / booktabs)

必备结构
表 3  政策冲击对企业研发投入的影响
═══════════════════════════════════════════
                  (1)      (2)      (3)
变量           研发支出  研发支出  研发支出
───────────────────────────────────────────
政策×处理后  0.045***  0.038***  0.040***
              (0.012)   (0.011)   (0.013)
              ......
───────────────────────────────────────────
控制变量          否       是       是
个体固定效应       是       是       是
年份固定效应       是       是       是
观测值          10,234   10,234   10,234
R²               0.213    0.247    0.251
═══════════════════════════════════════════
注:括号内为聚类于企业层面的稳健标准误;***、**、* 分别表示 1%、5%、10% 显著水平。
严守约束
  • 不超过 6 列(极端情况 7 列,绝不 8 列)—— 列多就拆表
  • 三线表:顶线粗、中线细、底线粗,无竖线
  • 显著性标记 *** ** * 统一用三档
  • 标准误在系数下方括号内,不要用 t 值或 z 值
  • 控制变量行写"是 / 否",不要写出系数(除非论文核心是控制变量)
  • 表号 + 表名在表上方,注释在表下方
  • 注释必须包含:聚类层次、显著性符号定义
表格常见反模式
  • 把系数写到小数点后 4–6 位(保留 3 位)
  • 注释里"如表 3 所示"——废话
  • 同一变量出现多次(已经做了交互项还把主项放回来)
  • 用 stargazer / esttab 默认输出但不删冗余信息

图形规范

必备结构
  • 字体:宋体 / Times New Roman 9–11 pt
  • 颜色:黑白 + 1–2 种主色调(推荐深蓝 / 暗红),不要彩虹色
  • 分辨率:≥ 300 dpi
  • 图号 + 图名在图下方(与表相反)
  • 注释:必须有数据来源 + 关键变量定义
常见图类
  1. 平行趋势事件研究图 —— 95% CI,垂直虚线标处理时点
  2. 政策时间线图 —— 与制度背景章节配套
  3. 机制路径图 —— 用矩形 + 箭头,避免复杂阴影
  4. 异质性森林图 —— 各子样本点估计 + CI

执行桥(StatsPAI / Stata MCP)

表格图形从拟合结果生成,不要手抄数字。完整映射见 execution-with-mcp。《管理世界》重中国情境实证 + 政策可操作;识别 + 经济量级,定性/案例另循其标准。

  • 表:etable(多列)或 did_summary_to_latex 直接从 result_id 生成。
  • 图:plot_from_result / enhanced_event_study_plot / event_study_table,坐标单位与 标准误/聚类注记自带。
  • 每个表注写明估计量与聚类层次,并以可解释单位报告经济量级。

完整“拟合结果 → 图表”链见 JF 执行 walkthrough。

必查清单

  • 主表 ≤ 6 列
  • 三线表、无竖线
  • 标准误格式统一
  • 注释包含聚类层次
  • 图形 300 dpi 以上
  • 图表编号连续

反模式

  • 表格里塞 R² + 调整 R² + 伪 R² + AIC + BIC + …… —— 选 1–2 个就够
  • 图例用一长串说明
  • 一张图叠 5 条曲线 + 5 种线型 + 5 种颜色
  • 直接截图 Stata / R 输出贴进 Word

本刊表图审稿期待表

《管理世界》由国务院发展研究中心主办,是规范实证大刊,表图是审稿专家判断"研究是否规范"的最直观信号。编委对三线表、注释完整性、列数克制的要求接近硬约束。下表锚定本刊审稿期待与常见退稿模式:

维度本刊期待退稿/吐槽高风险信号
表格结构三线表、无竖线、≤6 列带边框/阴影/8 列以上
标准误系数下方括号内、聚类标准误用 t/z 值、未说明聚类
注释含聚类层次 + 显著性符号定义注释缺失或写"如表 3 所示"废话
图形≥300dpi、≤2 主色、图名在下彩虹配色、截图 Stata 输出
常见退稿模式(表图维度)
  • 主表 8 列以上信息密度过高,审稿人要求拆表
  • 系数保留小数点后 4—6 位,超出本刊惯例(保留 3 位)
  • 表格塞满 R²、调整 R²、伪 R²、AIC、BIC,喧宾夺主
  • 直接截图 Stata/R 输出贴进 Word,被判为不规范

微型走查示例:数字化转型主表与事件研究图

承接数字化转型稿件,按规范走查(数字为示意):

  • 主表(表 3):3 列(基准/加控制变量/加固定效应),核心系数"数字化×处理后"0.045***、0.038***、0.040***(示意),括号内为聚类于企业层面的标准误。
  • 列数检查:3 列 ≤6 列,合规;若再加机制列将拆为表 4,避免超列。
  • 小数位:系数统一保留 3 位;R² 仅报 R²,不堆 AIC/BIC。
  • 注释:写明"括号内为聚类于企业层面的稳健标准误;、、 分别表示 1%、5%、10% 显著水平"——含聚类层次与符号定义,达标。
  • 平行趋势事件研究图:-5 至 -1 期系数 95% CI 跨零(示意),处理时点用垂直虚线标注,深蓝单色,300dpi,图名在图下方。
  • 判定:三线表、列数、注释、图形规范齐备 → 进入 mw-policy-implication。

审稿人追问模式 + 本刊语境修法

  • 追问"标准误聚类在哪一层?" → 修法:在每张回归表注释中显式写明聚类层次,与 mw-identification 的聚类决策保持一致。
  • 追问"表格信息密度太高?" → 修法:把控制变量系数折叠为"是/否"行,机制与异质性结果拆入独立表,主表控制在 6 列内。
  • 追问"图形不像本刊风格?" → 本刊语境下,编委偏好黑白加 1—2 种主色(深蓝/暗红)、无复杂阴影;机制路径图用矩形加箭头即可。

校准锚点

本刊已刊实证论文主表普遍为三线表、≤6 列、聚类标准误置于括号内、注释含聚类层次与显著性定义;图形以单色或双主色、300dpi 以上、图名在下为常态。具体字号、配色与表格置入方式以编辑部最新稿约及同期已刊论文形态为准。

输出格式

【主表列数】X 列
【三线表合规】是 / 否
【标准误格式】统一 / 不统一
【图形 DPI】X
【缺漏注释】[...]
【下一步】mw-policy-implication

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Journal-of-Management-World-Skills/skills/mw-tables-figures of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Mw Tables Figures

What does Mw Tables Figures do?

用于最终化《管理世界》稿件的回归表与图形,使表图成为审稿专家判断"研究是否规范"的正向信号。Use when 主表列数过多(8 列以上)被吐槽信息密度高、表格用了边框/阴影/颜色不合本刊规范、标准误用了 t/z 值、或图形分辨率不足/配色不专业(彩虹色)时使用。锚定《管理世界》国务院发展研究中心主办、规范实证大刊的呈现传统,落实三线表(无竖线、≤6…. Mw Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills.

When should I use Mw Tables Figures?

Mw Tables Figures fits situations like: tasks that involve Econometrics and empirical research.

How do I install Mw Tables Figures in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-Management-World-Skills/skills/mw-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/mw-tables-figures in your project. Claude Code loads it when a task matches its description.

How do I install Mw Tables Figures in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a codex`. Or copy the skill folder (Journal-of-Management-World-Skills/skills/mw-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/mw-tables-figures in your project. Codex loads it when a task matches its description.

Can I use Mw Tables Figures 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 brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mw-tables-figures, .gemini/skills/mw-tables-figures, .github/skills/mw-tables-figures and .opencode/skills/mw-tables-figures in your project.

What does Mw Tables Figures need to run?

SKILL.md names no scripts, command-line tools or credentials: Mw Tables Figures is instructions for the agent only.

Does Mw Tables Figures 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 Mw Tables Figures 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. Review the folder before installing.

What licence does Mw Tables Figures use?

Mw Tables Figures is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Mw Tables Figures use?

About 950 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Mw Tables Figures?

Skills that share tags, products or a category with Mw Tables Figures: Stata Audit (SepineTam/mcp-for-stata, 264 stars), Diagnostic Dofile (SepineTam/mcp-for-stata, 264 stars), Stata Discover (SepineTam/mcp-for-stata, 264 stars) and Rfc Impl Generator (SepineTam/mcp-for-stata, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mw Tables Figures?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.