Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Plugin shim for the mathmodel-skill competition workflow. An agent skill from handsomeZR-netizen/mathmodel-skill.
Install Mathmodel Skill
$ npx skills add handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install handsomeZR-netizen/mathmodel-skill mathmodel-skill --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/handsomeZR-netizen/mathmodel-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mathmodel-skill .claude/skills/mathmodel-skill && 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 "mathmodel-skill" agent skill from https://github.com/handsomeZR-netizen/mathmodel-skill/tree/main/skills/mathmodel-skill into .claude/skills/mathmodel-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathmodel-skill", 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/handsomeZR-netizen/mathmodel-skill/tree/main/skills/mathmodel-skillType 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 handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install handsomeZR-netizen/mathmodel-skill mathmodel-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/handsomeZR-netizen/mathmodel-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/mathmodel-skill .agents/skills/mathmodel-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mathmodel-skill" agent skill from https://github.com/handsomeZR-netizen/mathmodel-skill/tree/main/skills/mathmodel-skill into .agents/skills/mathmodel-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathmodel-skill", 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 handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install handsomeZR-netizen/mathmodel-skill mathmodel-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/handsomeZR-netizen/mathmodel-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/mathmodel-skill .cursor/skills/mathmodel-skill && 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 "mathmodel-skill" agent skill from https://github.com/handsomeZR-netizen/mathmodel-skill/tree/main/skills/mathmodel-skill into .cursor/skills/mathmodel-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathmodel-skill", 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/handsomeZR-netizen/mathmodel-skill.git --path skills/mathmodel-skill--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 handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install handsomeZR-netizen/mathmodel-skill mathmodel-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/handsomeZR-netizen/mathmodel-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/mathmodel-skill .gemini/skills/mathmodel-skill && 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 "mathmodel-skill" agent skill from https://github.com/handsomeZR-netizen/mathmodel-skill/tree/main/skills/mathmodel-skill into .gemini/skills/mathmodel-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathmodel-skill", 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 handsomeZR-netizen/mathmodel-skill mathmodel-skillInstalls 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 handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/handsomeZR-netizen/mathmodel-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/mathmodel-skill .github/skills/mathmodel-skill && 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 "mathmodel-skill" agent skill from https://github.com/handsomeZR-netizen/mathmodel-skill/tree/main/skills/mathmodel-skill into .github/skills/mathmodel-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathmodel-skill", 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 handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install handsomeZR-netizen/mathmodel-skill mathmodel-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/handsomeZR-netizen/mathmodel-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/mathmodel-skill .opencode/skills/mathmodel-skill && 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 "mathmodel-skill" agent skill from https://github.com/handsomeZR-netizen/mathmodel-skill/tree/main/skills/mathmodel-skill into .opencode/skills/mathmodel-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathmodel-skill", 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.
Facts
- Skill name
mathmodel-skill- GitHub stars
- 292
- Token cost
- ~197 tokens
- SKILL.md length
- 55 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- MIT
At a glance
Plugin shim for the mathmodel-skill competition workflow. An agent skill from handsomeZR-netizen/mathmodel-skill.
- Codex invokes this plugin for a CUMCM
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Diangong Cup modeling-contest task
- Including problem selection
What it does
Mathmodel Skill is an agent skill from handsomeZR-netizen/mathmodel-skill. Plugin shim for the mathmodel-skill competition workflow. Use when Codex invokes this plugin for a CUMCM, MCM/ICM, or Diangong Cup modeling-contest task, including problem selection, modeling, robustness, contest-paper writing, compliance, or final submission review. Do not use for generic data analysis or non-competition paper review.
Its SKILL.md is about 200 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 Scientific writing, Peer review and Data analysis. It works with Python and LaTeX. The repository describes itself as: 三竞赛 (CUMCM/MCM/电工杯) 数学建模 skill — harness-agnostic, 同时支持 Claude Code 与 Codex CLI, 全程问答式 (Friendly Mode), 10 阶段 + 4 反馈层 + per-Qi 加权聚合 + 题型 dim 加权 + empirical 实测分位锚定. The licence is MIT.
When your agent uses it
- Codex invokes this plugin for a CUMCM
- Diangong Cup modeling-contest task
- Including problem selection
- Contest-paper writing
Example prompts
- “/mathmodel-skill”
What it can do on your machine
Read from SKILL.md and the folder at commit e0e65c8. 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
Mathmodel Skill loads about 197 tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 55 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.
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 handsomeZR-netizen/mathmodel-skill at commit e0e65c8, republished under its MIT licence (© handsomeZR-netizen). 55 words, ~197 tokens.
Download SKILL.mdSave it as
.claude/skills/mathmodel-skill/SKILL.md (or your agent's skills folder).- name
- mathmodel-skill
- description
- Plugin shim for the mathmodel-skill competition workflow. Use when Codex invokes this plugin for a CUMCM, MCM/ICM, or Diangong Cup modeling-contest task, including problem selection, modeling, robustness, contest-paper writing, compliance, or final submission review. Do not use for generic data analysis or non-competition paper review.
mathmodel-skill plugin shim
This wrapper exists so Codex plugins can discover the skill from the official ./skills/ plugin layout.
Before doing any work, read ../../SKILL.md and treat it as the primary workflow. Resolve references/, competitions/, templates/, scripts/, and config/ relative to ../...
Do not duplicate workflow rules here; the root SKILL.md is the source of truth.
© handsomeZR-netizen, 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 skills/mathmodel-skill of handsomeZR-netizen/mathmodel-skill.
Open the folder on GitHubat commit e0e65c8
Compare with similar skills
Mathmodel Skill 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 |
|---|---|---|---|---|---|---|
| Mathmodel Skill this skillhandsomeZR-netizen/mathmodel-skill | 292 | — | ~197 | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Backward Traceabilitylingzhi227/agent-research-skills | 384 | — | ~802 | Automated safety check: Pass | None | |
| MCM/ICM Autonomous Modeling AgentRealSeaberry/AutoMCM-Pro | 257 | — | ~2.8k | Automated safety check: Pass | MIT | |
| Paper Pipeline Assemblylingzhi227/agent-research-skills | 384 | — | ~971 | Automated safety check: Pass | None | |
| Paper Writingvoidful/academic-skills | 133 | — | ~1.9k | Automated safety check: Pass | MIT |
Similar skills
Backward Traceability
lingzhi227/agent-research-skills
Makes each number in a LaTeX paper link back to the code line that produced it, using hypertarget and hyperlink tags and compile-time `\num` formulas.
MCM/ICM Autonomous Modeling Agent
RealSeaberry/AutoMCM-Pro
Runs an MCM/ICM math modeling competition end to end: collects contest metadata, builds and verifies models and code, then generates an English LaTeX paper and any required memo.
Paper Pipeline Assembly
lingzhi227/agent-research-skills
Orchestrates a research paper from literature review through code, experiments, figures, tables, writing and review, with state passed between phases and checkpoints to resume.
Paper Writing
voidful/academic-skills
頂級會議論文寫作技能——以嚴格 reviewer 視角指導從草稿到終稿的完整寫作流程。當使用者要寫論文、改善論文草稿、修改特定章節（introduction、method、experiments、conclusion）、潤色學術英文、回應 reviewer 意見，或問「這段怎麼寫」時，一定要使用此技能。觸發詞包括：寫論文、paper writing、improve my…
Research Paper Writing Coach
XiaomiMiMo/MiMo-Code
Drafts, rewrites and reviews academic papers in ML, CV and NLP style, section by section, and compiles LaTeX sources to PDF.
More from handsomeZR-netizen/mathmodel-skill
Mathmodel Skill
handsomeZR-netizen/mathmodel-skill
CUMCM 国赛、MCM/ICM 美赛与电工杯数学建模竞赛的端到端协作工作流。Use when a user explicitly works on one of these modeling contests or asks to run/review a modeling-competition paper from problem selection through modeling…
Related
Questions about Mathmodel Skill
What does Mathmodel Skill do?
Plugin shim for the mathmodel-skill competition workflow. An agent skill from handsomeZR-netizen/mathmodel-skill. Mathmodel Skill is an agent skill from handsomeZR-netizen/mathmodel-skill. Plugin shim for the mathmodel-skill competition workflow.
When should I use Mathmodel Skill?
Mathmodel Skill fits situations like: Codex invokes this plugin for a CUMCM; diangong Cup modeling-contest task; including problem selection; contest-paper writing.
How do I install Mathmodel Skill in Claude Code?
Run `npx skills add handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a claude-code`. Or copy the skill folder (skills/mathmodel-skill in handsomeZR-netizen/mathmodel-skill) into .claude/skills/mathmodel-skill in your project. Claude Code loads it when a task matches its description.
How do I install Mathmodel Skill in Codex?
Run `npx skills add handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a codex`. Or copy the skill folder (skills/mathmodel-skill in handsomeZR-netizen/mathmodel-skill) into .agents/skills/mathmodel-skill in your project. Codex loads it when a task matches its description.
Can I use Mathmodel Skill 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 handsomeZR-netizen/mathmodel-skill --skill mathmodel-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mathmodel-skill, .gemini/skills/mathmodel-skill, .github/skills/mathmodel-skill and .opencode/skills/mathmodel-skill in your project.
What does Mathmodel Skill need to run?
SKILL.md names no scripts, command-line tools or credentials: Mathmodel Skill is instructions for the agent only.
Does Mathmodel Skill 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 Mathmodel Skill 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 Mathmodel Skill use?
Mathmodel Skill 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 Mathmodel Skill use?
About 197 tokens (SKILL.md is roughly 788 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 Mathmodel Skill?
Skills that share tags, products or a category with Mathmodel Skill: Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Backward Traceability (lingzhi227/agent-research-skills, 384 stars), MCM/ICM Autonomous Modeling Agent (RealSeaberry/AutoMCM-Pro, 257 stars) and Paper Pipeline Assembly (lingzhi227/agent-research-skills, 384 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mathmodel Skill?
handsomeZR-netizen (a GitHub user) maintains it in handsomeZR-netizen/mathmodel-skill, which has 292 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 26, 2026.
Source: handsomeZR-netizen/mathmodel-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.