Agent skill

Jmsc Workflow

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when deciding which jmsc- sub-skill to invoke next, or when sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation…

No licenceAuto-check passed

Install Jmsc Workflow

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jmsc-workflow -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jmsc-workflow --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Management-Sciences-in-China-Skills/skills/jmsc-workflow .claude/skills/jmsc-workflow && 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
jmsc-workflow
GitHub stars
223
Used in
1 other repo
Token cost
~622 tokens
SKILL.md length
137 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when deciding which jmsc- sub-skill to invoke next, or when sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation…

  • Works in 10 steps: jmsc-fit-positioning — 先判数理 vs… → jmsc-problem-formulation — 把决策问题形式化 → jmsc-model-building — 变量/约束/目标/假设全部显式 → …
  • Deciding which jmsc- sub-skill to invoke next
  • SKILL.md covers 总览, 关键分叉:数理 vs 经验实证, 触发时机 and 路由表, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jmsc Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which jmsc- sub-skill to invoke next, or when sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation through rebuttal. The key fork is 数理 (model/proof/algorithm) vs 经验实证 (regression/survey). Routes — does not replace — the specialized skills.

Its SKILL.md is about 620 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: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Deciding which jmsc- sub-skill to invoke next
  • Sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation through rebuttal

Example prompts

  • “/jmsc-workflow”

Workflow steps

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

  1. jmsc-fit-positioning — 先判数理 vs 经验,别把回归稿硬投数理刊
  2. jmsc-problem-formulation — 把决策问题形式化
  3. jmsc-model-building — 变量/约束/目标/假设全部显式
  4. jmsc-proofs — 命题/定理 + 证明,逻辑完整
  5. jmsc-algorithm — 算法设计 + 复杂度/收敛性
  6. jmsc-numerical-experiments — 仿真验证理论性质
  7. jmsc-managerial-insights — 从模型导出决策规律
  8. jmsc-notation-style — 记号统一、证明入附录
  9. jmsc-submission — 投稿前 preflight
  10. jmsc-rebuttal — 外审后

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. 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

Jmsc Workflow loads about 622 tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 137 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~622

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 137 words (~622 tokens).

name
jmsc-workflow

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Management-Sciences-in-China-Skills/skills/jmsc-workflow of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Jmsc Workflow 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.

Jmsc Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jmsc Workflow this skillfranklee16/academic-research-skills2231 repos~622Automated safety check: PassNone
Sub SkillMoonshotAI/kimi-code7.8k—~281Automated safety check: PassMIT
Sub Agentsparcadei/Continuous-Claude-v33.9k2 repos~929Automated safety check: NotesMIT
Offensive Lorawan Sub GhzSnailSploit/Claude-Red7.3k—~1.7kAutomated safety check: PassMIT
Create Invoke TaskDataDog/datadog-agent3.8k—~606Automated safety check: NotesApache-2.0
Sub-Agent DelegationTokenRhythm/opensquilla7.1k—~3kAutomated safety check: PassApache-2.0

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Questions about Jmsc Workflow

What does Jmsc Workflow do?

A skill your agent uses when deciding which jmsc- sub-skill to invoke next, or when sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation…. Jmsc Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which jmsc- sub-skill to invoke next, or when sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation through rebuttal.

When should I use Jmsc Workflow?

Jmsc Workflow fits situations like: deciding which jmsc- sub-skill to invoke next; sequencing a 《管理科学学报》 (Journal of Management Sciences in China) manuscript from decision-problem formulation through rebuttal.

How do I install Jmsc Workflow in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill jmsc-workflow -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Management-Sciences-in-China-Skills/skills/jmsc-workflow in franklee16/academic-research-skills) into .claude/skills/jmsc-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Jmsc Workflow in Codex?

Run `npx skills add franklee16/academic-research-skills --skill jmsc-workflow -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Management-Sciences-in-China-Skills/skills/jmsc-workflow in franklee16/academic-research-skills) into .agents/skills/jmsc-workflow in your project. Codex loads it when a task matches its description.

Can I use Jmsc Workflow 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 franklee16/academic-research-skills --skill jmsc-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jmsc-workflow, .gemini/skills/jmsc-workflow, .github/skills/jmsc-workflow and .opencode/skills/jmsc-workflow in your project.

What does Jmsc Workflow need to run?

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

Does Jmsc Workflow 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 Jmsc Workflow 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 Jmsc Workflow use?

No licence was found for Jmsc Workflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Jmsc Workflow use?

About 622 tokens (SKILL.md is roughly 2.5k 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 Jmsc Workflow?

Skills that share tags, products or a category with Jmsc Workflow: Sub Skill (MoonshotAI/kimi-code, 7.8k stars), Sub Agents (parcadei/Continuous-Claude-v3, 3.9k stars), Offensive Lorawan Sub Ghz (SnailSploit/Claude-Red, 7.3k stars) and Create Invoke Task (DataDog/datadog-agent, 3.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jmsc Workflow?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.