A skill your agent uses when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the…

MITAuto-check passed

Install Cjms Topic Selection

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cjms-topic-selection -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cjms-topic-selection --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/Chinese-Journal-of-Management-Science-Skills/skills/cjms-topic-selection .claude/skills/cjms-topic-selection && 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
cjms-topic-selection
GitHub stars
1.2k
Token cost
~659 tokens
SKILL.md length
103 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the…

  • Works in 3 steps: 管理实践真问题:问题来自可指认的中国管理情境(供应链、能源市场、应急、平台、项目、… → 方法有增量:相对已有文献,模型设定、算法、预测组合或度量方法至少有一处可命名的改进… → 结果可落地:能从求解或实证结果导出决策规律或对策,而非止于统计显著。
  • Vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journals applied-modeling mission
  • SKILL.md covers 触发时机, 核心:选题三问, 栏目对位表 and 姊妹刊分流(投错赛道是第一大退稿源), plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Cjms Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the paper to a column, and screening out sister-journal mismatches. Judges fit only; it does not build the model or write the review.

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.

When your agent uses it

  • Vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journals applied-modeling mission
  • Mapping the paper to a column
  • Screening out sister-journal mismatches

Example prompts

  • “/cjms-topic-selection”

Workflow steps

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

  1. 管理实践真问题:问题来自可指认的中国管理情境(供应链、能源市场、应急、平台、项目、医疗运营……),而不是从模型倒推出来的习题。
  2. 方法有增量:相对已有文献,模型设定、算法、预测组合或度量方法至少有一处可命名的改进;"把 A 方法用到 B 数据"若无适配性改造,增量不足。
  3. 结果可落地:能从求解或实证结果导出决策规律或对策,而非止于统计显著。

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

Cjms Topic Selection loads about 659 tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 103 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~81
When it runs · the whole SKILL.md, loaded when a task matches
~659

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). 103 words, ~659 tokens.

Download SKILL.mdSave it as .claude/skills/cjms-topic-selection/SKILL.md (or your agent's skills folder).
name
cjms-topic-selection
description
Use when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the paper to a column, and screening out sister-journal mismatches. Judges fit only; it does not build the model or write the review.

选题与对口判断(cjms-topic-selection)

触发时机

  • 开题或改投时问"这个题目《中国管理科学》要不要"
  • 稿件核心是问卷量表、案例或政策评估回归,怀疑赛道错配
  • 不清楚该对位哪个栏目、按哪条主线组织稿件

核心:选题三问

本刊沿承华罗庚创刊传统——用定量方法解真实管理问题。选题必须同时过三问:

  1. 管理实践真问题:问题来自可指认的中国管理情境(供应链、能源市场、应急、平台、项目、医疗运营……),而不是从模型倒推出来的习题。
  2. 方法有增量:相对已有文献,模型设定、算法、预测组合或度量方法至少有一处可命名的改进;"把 A 方法用到 B 数据"若无适配性改造,增量不足。
  3. 结果可落地:能从求解或实证结果导出决策规律或对策,而非止于统计显著。

栏目对位表

主要栏目典型选题形态主线
规划与优化运输、选址、调度、鲁棒/随机优化优化建模
生产与经营管理供应链契约、库存、平台运营、定价优化建模
项目管理项目调度、资源冲突、工期-费用权衡优化建模
市场与投资分析投资组合、风险度量、市场相依与传染金融工程实证
预测与决策能源/碳价/需求预测、组合预测、多准则决策数据驱动预测
管理信息系统数据智能、信息系统运营决策数据驱动/优化

近年热点可参照本刊当期目次与"中国管理科学学术年会"(编辑部参与主办,1999 年起连办二十余届)征文方向:供应链韧性、平台经济、双碳与能源转型、应急管理、数智化运营。

姊妹刊分流(投错赛道是第一大退稿源)

稿件形态更合适的期刊
定理-证明链条厚、贡献在数理性质《管理科学学报》
系统工程方法论、大型工程系统应用《系统工程理论与实践》
案例研究、问卷-SEM、政策评估叙事《管理世界》《南开管理评论》
资产定价、货币金融、以经济含义为主《金融研究》
软科学、科技政策论述《中国软科学》

判据一句话:去掉数据后若只剩"文献 + 观点",不对口;去掉情境后若只剩"定理 + 证明",考虑《管理科学学报》;本刊要情境、模型、检验三者都在。

自检清单

  • 一句话说清管理情境中的决策者、决策变量与冲突
  • 指认了对位栏目,且近三年该栏目发过同型选题
  • 方法增量可命名(改进点 ≤ 2 个,但每个都实)
  • 有可得的真实数据或有依据的参数来源支撑检验
  • 已对照姊妹刊分流表,排除赛道错配
  • 预期结论能写成"条件—决策—效果"式的管理启示

本刊初审的选题淘汰逻辑

编辑部初审与外审第一轮,按"对口—增量—证据可行"三档快筛。常见淘汰信号与修法:

淘汰信号(审稿常用语)根因本刊期望的修法
"选题不属于本刊范围"纯定理推演或纯政策论述按分流表改投,或把交付物改造成"模型+检验"闭环
"创新性不足"标准模型换个行业名词找出情境的结构性差异(约束/信息/主体关系),让它进模型
"与已有研究区别不明显"增量说不出、藏在正文深处引言第三段用一句话命名改进点
"问题的管理意义不清"从方法倒推问题,无人决策写出决策者、决策变量与冲突,给可指认的行业事实
"数据/参数可行性存疑"检验方案悬空开题即锁定数据来源或参数标定路径

微型走查:一个选题的三问检验

虚构选题《考虑充电排队的城市电动物流车队调度》:

  • 真问题:调度员在续航与排队时间不确定下决定路线与充电时机——决策者、变量、冲突齐备,且可指认行业数据 → 过。
  • 方法增量:既有车辆路径模型多把充电站等待视为常数;本题把"排队时间依赖到站流量"写进约束,产生新的耦合结构 → 可命名,过。
  • 可落地:预期给出"电价峰谷差—错峰充电比例"的决策参照 → 参数校准型启示,过。
  • 栏目对位:规划与优化;近三年本刊有电动车辆路径与共享出行调度刊文 → 有对话对象。

反例对照:《数字化转型对企业绩效的影响——基于上市公司的实证》三问全不过(无决策变量、无方法增量、启示必然口号化),属《管理世界》系赛道。

反模式

  • 用"重要性叙事"替代问题定义:宏观背景两页,决策问题一句没有
  • 蹭热点但无方法增量:把"双碳"当形容词贴在标准模型上
  • 数据可得性倒逼选题,问题本身无人决策、无人受益
  • 同一稿件既想讲定理又想讲政策,两头都不达标

输出格式

【主线判定】优化建模 / 数据驱动预测 / 金融工程实证
【对位栏目】<栏目名>(近三年同型文章:有/待查)
【三问检验】真问题<过/不过> 方法增量<可命名的改进点> 可落地<预期启示形态>
【姊妹刊分流】不适配风险:<无 / 指向某刊及理由>
【下一步】cjms-literature-review

© 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 Chinese-Journal-of-Management-Science-Skills/skills/cjms-topic-selection of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

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TopicsZimoLiao/scholaraio577—~294Automated safety check: PassMIT
Topic Modelingbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~3.7kAutomated safety check: PassCustom licence
Chinese Ppt2brycewang-stanford/Auto-Empirical-Research-Skills4.5k—~5.6kAutomated safety check: PassCustom licence
Bestblogs Topicginobefun/BestBlogs4k—~670Automated safety check: PassNone

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Questions about Cjms Topic Selection

What does Cjms Topic Selection do?

A skill your agent uses when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the…. Cjms Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the paper to a column, and screening out sister-journal mismatches.

When should I use Cjms Topic Selection?

Cjms Topic Selection fits situations like: vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journals applied-modeling mission; mapping the paper to a column; screening out sister-journal mismatches.

How do I install Cjms Topic Selection in Claude Code?

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

How do I install Cjms Topic Selection in Codex?

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

Can I use Cjms Topic Selection 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 cjms-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cjms-topic-selection, .gemini/skills/cjms-topic-selection, .github/skills/cjms-topic-selection and .opencode/skills/cjms-topic-selection in your project.

What does Cjms Topic Selection need to run?

SKILL.md names no scripts, command-line tools or credentials: Cjms Topic Selection is instructions for the agent only.

Does Cjms Topic Selection 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 Cjms Topic Selection 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 Cjms Topic Selection use?

Cjms Topic Selection 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 Cjms Topic Selection use?

About 659 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 Cjms Topic Selection?

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Who maintains Cjms Topic Selection?

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.