用于撰写或强化《管理世界》稿件的政策启示章节,把实证与异质性证据翻译成分层、可执行、与国家战略对接的政策建议。Use when 文末政策建议只剩"建议政府重视"、审稿人指出"政策含义太空"、建议过于宏大或与本文实证脱节、或投稿前结论段政策落点不足时使用。锚定《管理世界》国务院发展研究中心主办、服务国家重大战略与决策的强政策导向,落实时间×层级分层、点名具体部门、给出可执行动作、并逐条与本文实证证…

MITAuto-check passed

Install Mw Policy Implication

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills mw-policy-implication --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-policy-implication .claude/skills/mw-policy-implication && 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-policy-implication
GitHub stars
1.2k
Token cost
~656 tokens
SKILL.md length
121 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

用于撰写或强化《管理世界》稿件的政策启示章节,把实证与异质性证据翻译成分层、可执行、与国家战略对接的政策建议。Use when 文末政策建议只剩"建议政府重视"、审稿人指出"政策含义太空"、建议过于宏大或与本文实证脱节、或投稿前结论段政策落点不足时使用。锚定《管理世界》国务院发展研究中心主办、服务国家重大战略与决策的强政策导向,落实时间×层级分层、点名具体部门、给出可执行动作、并逐条与本文实证证…

  • SKILL.md covers 触发时机, 为什么是硬约束?, 分层结构 and 模板, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Mw Policy Implication is an agent skill from brycewang-stanford/Awesome-Journal-Skills. 用于撰写或强化《管理世界》稿件的政策启示章节,把实证与异质性证据翻译成分层、可执行、与国家战略对接的政策建议。Use when 文末政策建议只剩"建议政府重视"、审稿人指出"政策含义太空"、建议过于宏大或与本文实证脱节、或投稿前结论段政策落点不足时使用。锚定《管理世界》国务院发展研究中心主办、服务国家重大战略与决策的强政策导向,落实时间×层级分层、点名具体部门、给出可执行动作、并逐条与本文实证证据挂钩,是"理论贡献+中国实践+政策含义"三位一体中不可省略的一极。 本技能服务于《管理世界》(Management World, MW)。

Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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.

Example prompts

  • “建议政府重视”
  • “政策含义太空”
  • “理论贡献+中国实践+政策含义”
  • “/mw-policy-implication”

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 Policy Implication loads about 656 tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 121 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~73
When it runs · the whole SKILL.md, loaded when a task matches
~656

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). 121 words, ~656 tokens.

Download SKILL.mdSave it as .claude/skills/mw-policy-implication/SKILL.md (or your agent's skills folder).
name
mw-policy-implication
description
用于撰写或强化《管理世界》稿件的政策启示章节,把实证与异质性证据翻译成分层、可执行、与国家战略对接的政策建议。Use when 文末政策建议只剩"建议政府重视"、审稿人指出"政策含义太空"、建议过于宏大或与本文实证脱节、或投稿前结论段政策落点不足时使用。锚定《管理世界》国务院发展研究中心主办、服务国家重大战略与决策的强政策导向,落实时间×层级分层、点名具体部门、给出可执行动作、并逐条与本文实证证据挂钩,是"理论贡献+中国实践+政策含义"三位一体中不可省略的一极。 本技能服务于《管理世界》(Management World, MW)。

政策启示(mw-policy-implication)

触发时机

  • 文末政策建议只有一句"建议政府重视"
  • 审稿人指出"政策含义太空"
  • 准备投稿但结论段没写够

为什么是硬约束?

《管理世界》编委的政策导向极强。即使是理论文章,编委也会期待"对治理 / 政策 / 实践有什么启示"。没有政策启示的实证文章命中率极低。

分层结构

政策建议分两个维度分层:

维度 1:时间层
  • 短期(1–2 年):政策微调、执行细则
  • 中期(3–5 年):制度配套、跨部门协同
  • 长期(5 年以上):基础制度建设
维度 2:层级层
  • 微观(企业 / 个体):经营决策、合规建议
  • 中观(行业 / 地方):行业自律、地方试点
  • 宏观(中央 / 部委):法律法规、宏观调控

至少写 3 条政策建议,分别覆盖不同的时间 × 层级组合。

模板

第一,[短期 × 宏观]——基于本文发现,建议[具体部门]在[时间窗]内,[具体可执行动作]。
具体而言,可通过[路径 1] / [路径 2] 实现,预计效果为[本文实证结果]。

第二,[中期 × 中观]——……

第三,[长期 × 微观]——……

每条建议都必须:

  • 指向具体部门("政府"不够 → 财政部 / 发改委 / 证监会 / 地方人民政府)
  • 给出可执行动作(不是"加强 / 重视")
  • 与本文实证证据挂钩(不能凭空建议)

必查清单

  • 至少 3 条建议
  • 覆盖至少 2 个时间层 + 2 个层级层
  • 每条建议指向具体部门
  • 每条建议给出可执行动作
  • 每条建议挂钩本文证据

反模式

  • "建议政府加强监管 / 重视问题 / 完善制度"——无效建议
  • 建议与本文实证无关(写了 ESG 投入但建议讨论员工持股)
  • 建议过于宏大("建议改革资本市场")
  • 仅一段话堆叠所有建议,无层次

本刊政策启示审稿期待表

《管理世界》由国务院发展研究中心主办,其政策导向是与一般学术期刊最显著的身份差异:编委本身即政策研究者,政策启示是"理论贡献 + 中国实践 + 政策含义"三位一体中不可省略的一极,且必须服务国家重大战略与决策需要。下表锚定本刊审稿期待与常见退稿模式:

维度本刊期待退稿高风险信号
指向点名具体部门(财政部/发改委/证监会/地方政府)"建议政府重视"
动作可执行动作(设定阈值、调整细则)"加强/完善/重视"空话
证据每条建议挂钩本文实证系数建议与实证脱节
战略对接国家战略议题(双碳、统一大市场、数字中国)就事论事无战略高度
常见退稿模式(政策启示维度)
  • 全段只有"建议政府加强监管",无部门、无动作、无证据
  • 建议过于宏大("建议改革资本市场"),脱离本文可支撑的范围
  • 异质性结论丰富,政策建议却"一刀切",浪费了 mw-mechanism-heterogeneity 的分层证据
  • 政策含义与国家战略毫无对接,削弱本刊"服务国家决策"的定位契合度

微型走查示例:营商环境改革评估

承接前述营商环境稿件,把异质性证据翻译成分层政策建议(数字为示意):

  • 第一条(短期 × 宏观):基于改革使企业开办时限缩短带来 TFP 提升 0.04(示意),建议国务院办公厅在 1—2 年内将"开办企业天数"纳入营商环境年度考核硬指标。
  • 第二条(中期 × 中观):基于低市场化地区效应更弱(0.020,示意),建议省级政府在 3—5 年内对营商环境薄弱地区开展跨部门协同试点,配套政务数据共享。
  • 第三条(长期 × 微观):基于民营企业对改革更敏感(示意),建议地方政府针对中小民企建立常态化政企沟通机制,降低制度性交易成本。
  • 战略对接:三条建议统一指向"市场化、法治化、国际化营商环境"与"全国统一大市场"国家战略,使政策含义具备本刊期待的高度。
  • 判定:3 条建议覆盖短/中/长 × 宏/中/微,逐条挂钩实证、点名部门、给出动作 → 达标。

审稿人追问模式 + 本刊语境修法

  • 追问"建议是否超出本文证据可支撑的范围?" → 修法:每条建议后用括号标注对应的本文系数或异质性结论,删去无证据支撑的宏大主张。
  • 追问"建议太笼统,落不了地?" → 修法:把"加强/完善"改写为可核查的动作(设定指标、明确时限、指定主体)。
  • 追问"政策含义与国家战略的关系是什么?" → 本刊语境下,编委期待显式写出建议如何服务某项国家战略或重大决策,而非仅停留在企业层面微观建议。

校准锚点

本刊已刊实证论文文末普遍给出 3 条以上分层政策建议,逐条点名责任部门、给出可执行动作、并与实证证据和国家战略议题挂钩;纯理论文章亦会在结论部分指向治理或政策含义。具体篇幅与部门称谓以编辑部最新稿约为准。

输出格式

【建议数】X 条
【时间层覆盖】短 / 中 / 长
【层级层覆盖】微 / 中 / 宏
【可执行性】高 / 中 / 低
【与本文证据挂钩度】高 / 中 / 低
【国家战略对接】已对接 / 缺
【下一步】mw-submission

© 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-policy-implication of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Mw Policy Implication 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.

Mw Policy Implication compared with similar skills
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Mw Policy Implication this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~656Automated safety check: PassMIT
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Policy Acknowledgementsickn33/agentic-awesome-skills47k1 repos~3.4kAutomated safety check: PassMIT
Privacy Policythedaviddias/Front-End-Checklist74k—~617Automated safety check: PassMIT
Editorial Policythedaviddias/Front-End-Checklist74k—~763Automated safety check: PassMIT
Policy Draftinganthropics/claude-for-legal9.6k2 repos~1.4kAutomated safety check: PassApache-2.0

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Questions about Mw Policy Implication

What does Mw Policy Implication do?

用于撰写或强化《管理世界》稿件的政策启示章节,把实证与异质性证据翻译成分层、可执行、与国家战略对接的政策建议。Use when 文末政策建议只剩"建议政府重视"、审稿人指出"政策含义太空"、建议过于宏大或与本文实证脱节、或投稿前结论段政策落点不足时使用。锚定《管理世界》国务院发展研究中心主办、服务国家重大战略与决策的强政策导向,落实时间×层级分层、点名具体部门、给出可执行动作、并逐条与本文实证证…. Mw Policy Implication is an agent skill from brycewang-stanford/Awesome-Journal-Skills.

How do I install Mw Policy Implication in Claude Code?

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

How do I install Mw Policy Implication in Codex?

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

Can I use Mw Policy Implication 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-policy-implication -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-policy-implication, .gemini/skills/mw-policy-implication, .github/skills/mw-policy-implication and .opencode/skills/mw-policy-implication in your project.

What does Mw Policy Implication need to run?

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

Does Mw Policy Implication 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 Policy Implication 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 Policy Implication use?

Mw Policy Implication 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 Policy Implication use?

About 656 tokens (SKILL.md is roughly 2.6k 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 Policy Implication?

Skills that share tags, products or a category with Mw Policy Implication: Implementing Policy As Code With Open Policy Agent (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Policy Acknowledgement (sickn33/agentic-awesome-skills, 47k stars), Privacy Policy (thedaviddias/Front-End-Checklist, 74k stars) and Editorial Policy (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mw Policy Implication?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 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.