Mathodology Whole Project

Community

sweetcornna

mathodology-whole-project

Use when starting a modeling task or installing, backing up or maintaining the skills pack.

Overview

Publisher	sweetcornna
Repository	`mathodology`
Skill name	`mathodology-whole-project`
Stars	312
Forks	14
Bundled files	2
License	MIT
Links	Skill source Repository

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
2 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by sweetcornna on GitHub. Read the source before you install it.

Installation

Install the Mathodology Whole Project AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/sweetcornna/mathodology/tree/main/.claude/skills/mathodology-whole-project
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/sweetcornna/mathodology/tree/main/.claude/skills/mathodology-whole-project

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/sweetcornna/mathodology.git /tmp/mathodology
mkdir -p .claude/skills
cp -r /tmp/mathodology/.claude/skills/mathodology-whole-project .claude/skills/mathodology-whole-project

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Mathodology Whole Project in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Mathodology Whole Project on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Mathodology Whole Project is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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

Work in the user's chosen directory or an ignored work/ directory in this checkout. Produce only artifacts needed for the requested deliverable and keep numerical results traceable. Use specialists where they help and the host allows it.

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.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

agents/openai.yaml1 KB
scripts/create-source-backup.sh2 KB

Frequently asked questions

What does the Mathodology Whole Project AI skill do?

Use when starting a modeling task or installing, backing up or maintaining the skills pack.

Why use Mathodology Whole Project on TypingMind?

Because you install it once and use it with any model. Mathodology Whole Project is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Mathodology Whole Project in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/sweetcornna/mathodology/tree/main/.claude/skills/mathodology-whole-project. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Mathodology Whole Project?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Mathodology Whole Project?

As many as you like. As long as a model supports skills, you can use Mathodology Whole Project with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Mathodology Whole Project AI skill free?

Yes. It is published on GitHub by sweetcornna under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Mathodology Modeling Companion

Start or resume a modeling task

Maintain and distribute

Bundled files

Frequently asked questions

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