Agent skill

Jmsc Algorithm

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when designing and analyzing a solution algorithm for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — giving exact / heuristic / decomposition methods with…

No licenceAuto-check passed

Install Jmsc Algorithm

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jmsc-algorithm --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-algorithm .claude/skills/jmsc-algorithm && 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-algorithm
GitHub stars
223
Used in
1 other repo
Token cost
~427 tokens
SKILL.md length
67 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when designing and analyzing a solution algorithm for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — giving exact / heuristic / decomposition methods with…

  • For iterative methods
  • SKILL.md covers 触发时机, 核心:算法必须可分析,不止可运行, 算法类型与必答问题 and 复杂度分析要点, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Convergence proofs

What it does

Jmsc Algorithm is an agent skill from franklee16/academic-research-skills. Use when designing and analyzing a solution algorithm for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — giving exact / heuristic / decomposition methods with complexity analysis and, for iterative methods, convergence proofs. "It runs fast" is not analysis. Use after the model and properties are established.

Its SKILL.md is about 430 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

  • For iterative methods
  • Convergence proofs

Example prompts

  • “It runs fast”
  • “/jmsc-algorithm”

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 Algorithm loads about 427 tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 67 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~86
When it runs · the whole SKILL.md, loaded when a task matches
~427

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 67 words (~427 tokens).

name
jmsc-algorithm

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-algorithm 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 Algorithm 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 Algorithm compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jmsc Algorithm this skillfranklee16/academic-research-skills2231 repos~427Automated safety check: PassNone
Design Systemaffaan-m/ECC274k—~698Automated safety check: PassMIT
Design Guidepaperclipai/paperclip98k1 repos~3.1kAutomated safety check: PassMIT
Design Audit Against Rams' Principlesthedotmack/claude-mem97k—~4.6kAutomated safety check: PassApache-2.0
Figma Design to Codewarpdotdev/warp65k4 repos~2.9kAutomated safety check: PassAGPL-3.0
Design Consultationgarrytan/gstack136k—~15kAutomated safety check: NotesMIT

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Questions about Jmsc Algorithm

What does Jmsc Algorithm do?

A skill your agent uses when designing and analyzing a solution algorithm for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — giving exact / heuristic / decomposition methods with…. Jmsc Algorithm is an agent skill from franklee16/academic-research-skills. Use when designing and analyzing a solution algorithm for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — giving exact / heuristic / decomposition methods with complexity analysis and, for iterative methods, convergence proofs.

When should I use Jmsc Algorithm?

Jmsc Algorithm fits situations like: for iterative methods; convergence proofs.

How do I install Jmsc Algorithm in Claude Code?

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

How do I install Jmsc Algorithm in Codex?

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

Can I use Jmsc Algorithm 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-algorithm -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-algorithm, .gemini/skills/jmsc-algorithm, .github/skills/jmsc-algorithm and .opencode/skills/jmsc-algorithm in your project.

What does Jmsc Algorithm need to run?

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

Does Jmsc Algorithm 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 Algorithm 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 Algorithm use?

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

How many tokens does Jmsc Algorithm use?

About 427 tokens (SKILL.md is roughly 1.7k 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 Algorithm?

Skills that share tags, products or a category with Jmsc Algorithm: Design System (affaan-m/ECC, 274k stars), Design Guide (paperclipai/paperclip, 98k stars), Design Audit Against Rams' Principles (thedotmack/claude-mem, 97k stars) and Figma Design to Code (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jmsc Algorithm?

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.