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Agent skill

Mathodology Dev Test Release

by sweetcornna in sweetcornna/mathodology

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

MITAuto-check passed

Install Mathodology Dev Test Release

skills CLI
$ npx skills add sweetcornna/mathodology --skill mathodology-dev-test-release -a claude-code

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

GitHub CLI
$ gh skill install sweetcornna/mathodology mathodology-dev-test-release --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-dev-test-release .claude/skills/mathodology-dev-test-release && 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-dev-test-release
GitHub stars
303
Token cost
~603 tokens
SKILL.md length
297 words
Files
3 (incl. scripts)
Skills in repo
8
Repo updated
First seen
Licence
MIT

At a glance

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

  • Checking skill metadata
  • Runs Python scripts from its folder; calls python3
  • Repository boundaries
  • Preparing an explicitly requested skills release

What it does

Mathodology Dev Test Release is an agent skill from sweetcornna/mathodology. Use when checking skill metadata, references or repository boundaries, or preparing an explicitly requested skills release.

Its SKILL.md is about 600 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/validate_repo.py`).

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

  • Checking skill metadata
  • Repository boundaries
  • Preparing an explicitly requested skills release

Example prompts

  • “/mathodology-dev-test-release”

Requirements

  • Python 3

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/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    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

Mathodology Dev Test Release loads about 603 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 297 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~603

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). 297 words, ~603 tokens.

Download SKILL.mdSave it as .claude/skills/mathodology-dev-test-release/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
mathodology-dev-test-release
description
Use when checking skill metadata, references or repository boundaries, or preparing an explicitly requested skills release.

Mathodology Repository Checks

Repository maintenance checks are optional utilities; they do not run during modeling by default and cannot establish mathematical or editorial quality.

From a repository checkout, run:

bash
python3 .claude/skills/mathodology-dev-test-release/scripts/validate_repo.py all

The standard-library checker covers skill/role metadata, local Markdown links, known skill references and allowed repository paths. Individual commands are metadata, links, boundary and selftest. It supports a source export without Git; in a checkout it also inspects tracked paths. It does not enforce document heading counts, search wording, updater contracts or contest run schemas.

When changing a utility, exercise its actual behavior. The figure demonstration script and PDF overview utility have self-tests; backup can be verified by extracting the archive and checking its checksum. Read backup and installation guidance.

When changing prompts, review representative user scenarios and inspect generated figures. Do not add tests that simply restate prompt sentences. Do not report that a prompt guarantees consistent future model behavior.

Explicitly requested releases

Release work is repository maintenance, separate from the modeling guidance. Inspect the current remote branch, recent releases and existing tags. Choose the next version consistently with that history and describe migration requirements when removing an old entry point or utility. Do not invent a package manifest, application build or CI pipeline for this skills pack.

Review the actual changes, run relevant checks and verify retained asset licenses. Use a focused branch and pull request when that matches repository practice. Respect branch protections; do not bypass required reviews or checks. Once the authorized changes are merged, tag that exact commit and publish the requested release with concise changes, migration notes and truthful validation results. Never move an existing release tag to a different commit. Verify the published tag and release point to the intended source. GitHub's source archives are enough unless the user requests additional artifacts.

© 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-dev-test-release of sweetcornna/mathodology.

  • SKILL.md
  • agents/openai.yaml
  • scripts/validate_repo.py

Open the folder on GitHubat commit 0cfcd93

Compare with similar skills

Mathodology Dev Test Release 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 Dev Test Release compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mathodology Dev Test Release this skillsweetcornna/mathodology303—~603Automated safety check: PassMIT
Check PRpaperclipai/paperclip99k—~3.6kAutomated safety check: PassMIT
Audited Boundary Checkmohitagw15856/pm-claude-skills1.4k—~1.8kAutomated safety check: PassMIT
Prepare Paperclip PRpaperclipai/paperclip99k—~954Automated safety check: PassMIT
Audit Preparationsickn33/agentic-awesome-skills47k1 repos~5.3kAutomated safety check: PassMIT
Checkdavepoon/buildwithclaude3.6k—~680Automated safety check: PassMIT

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  • Mathodology Evidence Search

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Questions about Mathodology Dev Test Release

What does Mathodology Dev Test Release do?

A skill your agent uses when checking skill metadata, references or repository boundaries, or preparing an explicitly requested skills release. Mathodology Dev Test Release is an agent skill from sweetcornna/mathodology. Use when checking skill metadata, references or repository boundaries, or preparing an explicitly requested skills release.

When should I use Mathodology Dev Test Release?

Mathodology Dev Test Release fits situations like: checking skill metadata; repository boundaries; preparing an explicitly requested skills release.

How do I install Mathodology Dev Test Release in Claude Code?

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

How do I install Mathodology Dev Test Release in Codex?

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

Can I use Mathodology Dev Test Release 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-dev-test-release -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-dev-test-release, .gemini/skills/mathodology-dev-test-release, .github/skills/mathodology-dev-test-release and .opencode/skills/mathodology-dev-test-release in your project.

What does Mathodology Dev Test Release need to run?

Going by SKILL.md and its folder, Mathodology Dev Test Release needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Mathodology Dev Test Release 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 Mathodology Dev Test Release 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 Dev Test Release use?

Mathodology Dev Test Release 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 Dev Test Release use?

About 603 tokens (SKILL.md is roughly 2.4k 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 Dev Test Release?

Skills that share tags, products or a category with Mathodology Dev Test Release: Check PR (paperclipai/paperclip, 99k stars), Audited Boundary Check (mohitagw15856/pm-claude-skills, 1.4k stars), Prepare Paperclip PR (paperclipai/paperclip, 99k stars) and Audit Preparation (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mathodology Dev Test Release?

sweetcornna (a GitHub user) maintains it in sweetcornna/mathodology, which has 303 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.