Stata Audit
SepineTam/mcp-for-stata
Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp.
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…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills mw-tables-figures --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "mw-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-World-Skills/skills/mw-tables-figures into .claude/skills/mw-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mw-tables-figures", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-World-Skills/skills/mw-tables-figuresType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills mw-tables-figures --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Management-World-Skills/skills/mw-tables-figures .agents/skills/mw-tables-figures && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mw-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-World-Skills/skills/mw-tables-figures into .agents/skills/mw-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mw-tables-figures", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills mw-tables-figures --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Management-World-Skills/skills/mw-tables-figures .cursor/skills/mw-tables-figures && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "mw-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-World-Skills/skills/mw-tables-figures into .cursor/skills/mw-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mw-tables-figures", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Management-World-Skills/skills/mw-tables-figures--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills mw-tables-figures --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Management-World-Skills/skills/mw-tables-figures .gemini/skills/mw-tables-figures && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "mw-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-World-Skills/skills/mw-tables-figures into .gemini/skills/mw-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mw-tables-figures", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills mw-tables-figuresInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Management-World-Skills/skills/mw-tables-figures .github/skills/mw-tables-figures && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "mw-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-World-Skills/skills/mw-tables-figures into .github/skills/mw-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mw-tables-figures", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mw-tables-figures -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills mw-tables-figures --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Management-World-Skills/skills/mw-tables-figures .opencode/skills/mw-tables-figures && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "mw-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-World-Skills/skills/mw-tables-figures into .opencode/skills/mw-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mw-tables-figures", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
mw-tables-figures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. 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.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 237 words, ~950 tokens.
.claude/skills/mw-tables-figures/SKILL.md (or your agent's skills folder).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。*** ** * 统一用三档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。
etable(多列)或 did_summary_to_latex 直接从 result_id 生成。plot_from_result / enhanced_event_study_plot / event_study_table,坐标单位与
标准误/聚类注记自带。完整“拟合结果 → 图表”链见 JF 执行 walkthrough。
《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 |
承接数字化转型稿件,按规范走查(数字为示意):
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。
【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
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
Mw Tables Figures 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Mw Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~950 | Automated safety check: Pass | MIT | |
| Stata AuditSepineTam/mcp-for-stata | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | |
| Diagnostic DofileSepineTam/mcp-for-stata | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | |
| Stata DiscoverSepineTam/mcp-for-stata | 264 | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | |
| Rfc Impl GeneratorSepineTam/mcp-for-stata | 264 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | |
| Stata SkillSepineTam/mcp-for-stata | 264 | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 |
SepineTam/mcp-for-stata
Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp.
SepineTam/mcp-for-stata
A skill your agent uses when the user needs to inspect, audit, or diagnose the safety of a Stata do-file.
SepineTam/mcp-for-stata
A skill your agent uses when you need to find Stata on the user's machine or configure stata-mcp to use it.
SepineTam/mcp-for-stata
Generate RFC and IMPL documents from a user-provided feature/fix description.
SepineTam/mcp-for-stata
A packaged Stata Runner skill via official MCP-for-Stata server including statado, adopackageinstall, help, readlog and getdatainfo tools.
csmar432/finai-research
根据REFINEDDESIGN.md中的变量定义,自动获取所需数据并生成可执行的回归分析脚本(Python/Stata)。
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Works with
Categories
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.
Mw Tables Figures fits situations like: tasks that involve Econometrics and empirical research.
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.
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.
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.
SKILL.md names no scripts, command-line tools or credentials: Mw Tables Figures is instructions for the agent only.
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.
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.
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.
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.
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.
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.