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Agent skill

Mathodology Whole Project

by sweetcornna in sweetcornna/mathodology

A skill your agent uses when starting a modeling task or installing, backing up or maintaining the skills pack.

MITAuto-check passed

Install Mathodology Whole Project

skills CLI
$ npx skills add sweetcornna/mathodology --skill mathodology-whole-project -a claude-code

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

GitHub CLI
$ gh skill install sweetcornna/mathodology mathodology-whole-project --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/sweetcornna/mathodology.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/mathodology-whole-project .claude/skills/mathodology-whole-project && 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
mathodology-whole-project
GitHub stars
305
Token cost
~617 tokens
SKILL.md length
296 words
Files
3 (incl. scripts)
Skills in repo
8
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when starting a modeling task or installing, backing up or maintaining the skills pack.

  • Starting a modeling task
  • SKILL.md covers Start or resume a modeling task and Maintain and distribute
  • Runs Shell scripts from its folder; calls bash and git
  • Maintaining the skills pack

What it does

Mathodology Whole Project is an agent skill from sweetcornna/mathodology. Use when starting a modeling task or installing, backing up or maintaining the skills pack.

Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `agents/openai.yaml` and `scripts/create-source-backup.sh`).

The repository describes itself as: 专为数学建模竞赛设计的数模 Agent Skills：MCM/ICM 美赛、CUMCM 国赛、华数杯、M3、HiMCM 等，面向 Claude Code 与 Codex 的获奖级建模工作流。Math modeling contest skills for Claude Code & Codex. The licence is MIT.

When your agent uses it

  • Starting a modeling task
  • Maintaining the skills pack

Example prompts

  • “/mathodology-whole-project”

Requirements

  • A Bash shell

What it can do on your machine

Read from SKILL.md and the folder at commit 0cfcd93. 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

    Ships 1 file in scripts/ (Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • bash
    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    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

Mathodology Whole Project loads about 617 tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 296 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~29
When it runs · the whole SKILL.md, loaded when a task matches
~617

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); the scripts in this folder are not scanned.

SKILL.md

The full file from sweetcornna/mathodology at commit 0cfcd93, republished under its MIT licence (© sweetcornna). 296 words, ~617 tokens.

Download SKILL.mdSave it as .claude/skills/mathodology-whole-project/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
mathodology-whole-project
description
Use when starting a modeling task or installing, backing up or maintaining the skills pack.

Mathodology Modeling Companion

Mathodology helps turn a problem into a justified model, reproducible results and clear scientific communication. It is a skills pack, not an application or an execution engine. Use modeling prompts as a flexible guide. For figures use figure presets, including its image2 availability question. For evidence use evidence search.

Start or resume a modeling task

Read the problem, available data, existing results and applicable contest rules. Ask about missing constraints that would change the answer. Reuse established preferences and continue from the current evidence. Keep a short note of important assumptions and decisions if it helps continuity; no special schema is needed.

Work in the user's chosen directory or an ignored work/ directory in this checkout. Produce only artifacts needed for the requested deliverable. Keep numerical results traceable. Use specialists where they help and the host allows it; an independent review can challenge important claims without fixed panels.

Maintain and distribute

The maintained source is .claude/skills/. Claude Code roles and workflow prompts are adjacent. Codex may use an installed .agents/skills/ mirror. Back up this project's mirror before updating its Mathodology entries. Do not modify unrelated skills, project instructions, custom MCP settings or global configuration.

For installation in other projects, use the standard skills CLI; for a clean repository checkout, use git pull --ff-only. Resolve local edits before updating; do not reset them. Installation details are in the repository's docs/INSTALL.md. A skills-only global install does not install project roles or MCP settings.

The optional backup utility saves skills, references and repository docs, including local uncommitted source changes:

bash
bash .claude/skills/mathodology-whole-project/scripts/create-source-backup.sh

It excludes the ignored Codex mirror, contest outputs and Git history. Back those up separately when needed. Extract a backup into an empty directory and verify its checksum before replacing an installation. No application build is required.

© sweetcornna, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts) in .claude/skills/mathodology-whole-project of sweetcornna/mathodology.

  • SKILL.md
  • agents/openai.yaml
  • scripts/create-source-backup.sh

Open the folder on GitHubat commit 0cfcd93

Compare with similar skills

Mathodology Whole Project 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.

Mathodology Whole Project compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mathodology Whole Project this skillsweetcornna/mathodology305—~617Automated safety check: PassMIT
OmniRoute Model Catalogdiegosouzapw/OmniRoute75k—~589Automated safety check: PassMIT
Model Bank Metadatalobehub/lobehub83k—~2kAutomated safety check: PassCustom licence
Harness Threat Modelruvnet/ruflo74k—~363Automated safety check: NotesMIT
OmniRoute Model Catalog CLIdiegosouzapw/OmniRoute75k—~554Automated safety check: PassMIT
Model Usageopenclaw/openclaw392k1 repos~637Automated safety check: PassMIT

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More from sweetcornna/mathodology

All 8 skills in this repo

  • Mathodology Figure Presets

    sweetcornna/mathodology

    A skill your agent uses when selecting, designing, generating or reviewing scientific figures, complex modeling charts, paper illustrations or image2-assisted visuals.

    305 GitHub stars~1k tokensUpdated 1 mo ago
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  • Mathodology Award Gates

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    A skill your agent uses when reviewing mathematical validity, evidence, reproducibility, figures or a submission draft.

    305 GitHub stars~709 tokensUpdated 1 mo ago
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  • Mathodology Dev Test Release

    sweetcornna/mathodology

    A skill your agent uses when checking skill metadata, references or repository boundaries, or preparing an explicitly requested skills release.

    305 GitHub stars~603 tokensUpdated 1 mo ago
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  • Mathodology Agent Pipeline

    sweetcornna/mathodology

    A skill your agent uses when planning a modeling solution, selecting the next useful step or briefing a specialist.

    305 GitHub stars~617 tokensUpdated 1 mo ago
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  • Mathodology Evidence Search

    sweetcornna/mathodology

    A skill your agent uses when finding literature, datasets, domain facts, citation details or licensed figure references.

    305 GitHub stars~1.1k tokensUpdated 1 mo ago
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  • Mathodology Project Orientation

    sweetcornna/mathodology

    A skill your agent uses when maintaining the skills-only repository or checking whether a change belongs here.

    305 GitHub stars~390 tokensUpdated 1 mo ago
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Questions about Mathodology Whole Project

What does Mathodology Whole Project do?

A skill your agent uses when starting a modeling task or installing, backing up or maintaining the skills pack. Mathodology Whole Project is an agent skill from sweetcornna/mathodology. Use when starting a modeling task or installing, backing up or maintaining the skills pack.

When should I use Mathodology Whole Project?

Mathodology Whole Project fits situations like: starting a modeling task; maintaining the skills pack.

How do I install Mathodology Whole Project in Claude Code?

Run `npx skills add sweetcornna/mathodology --skill mathodology-whole-project -a claude-code`. Or copy the skill folder (.claude/skills/mathodology-whole-project in sweetcornna/mathodology) into .claude/skills/mathodology-whole-project in your project. Claude Code loads it when a task matches its description.

How do I install Mathodology Whole Project in Codex?

Run `npx skills add sweetcornna/mathodology --skill mathodology-whole-project -a codex`. Or copy the skill folder (.claude/skills/mathodology-whole-project in sweetcornna/mathodology) into .agents/skills/mathodology-whole-project in your project. Codex loads it when a task matches its description.

Can I use Mathodology Whole Project 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 sweetcornna/mathodology --skill mathodology-whole-project -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mathodology-whole-project, .gemini/skills/mathodology-whole-project, .github/skills/mathodology-whole-project and .opencode/skills/mathodology-whole-project in your project.

What does Mathodology Whole Project need to run?

Going by SKILL.md and its folder, Mathodology Whole Project needs a shell for the scripts in its folder and the command-line tools its instructions call (bash and git). Our summary lists: A Bash shell.

Does Mathodology Whole Project access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Mathodology Whole Project 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Mathodology Whole Project use?

Mathodology Whole Project 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 Mathodology Whole Project use?

About 617 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 Mathodology Whole Project?

Skills that share tags, products or a category with Mathodology Whole Project: OmniRoute Model Catalog (diegosouzapw/OmniRoute, 75k stars), Model Bank Metadata (lobehub/lobehub, 83k stars), Harness Threat Model (ruvnet/ruflo, 74k stars) and OmniRoute Model Catalog CLI (diegosouzapw/OmniRoute, 75k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mathodology Whole Project?

sweetcornna (a GitHub user) maintains it in sweetcornna/mathodology, which has 305 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 7, 2026.

Source: sweetcornna/mathodology on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.