Use when planning a modeling solution, selecting the next useful step or briefing a specialist.
中文简介正在准备中。当前显示原文说明。
Use when checking skill metadata, references or repository boundaries, or preparing an explicitly requested skills release.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
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:
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.
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.
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Use when planning a modeling solution, selecting the next useful step or briefing a specialist.
中文简介正在准备中。当前显示原文说明。
Use when reviewing mathematical validity, evidence, reproducibility, figures or a submission draft.
中文简介正在准备中。当前显示原文说明。
Use when finding literature, datasets, domain facts, citation details or licensed figure references.
中文简介正在准备中。当前显示原文说明。
Use when selecting, designing, generating or reviewing scientific figures, complex modeling charts, paper illustrations or image2-assisted visuals.
中文简介正在准备中。当前显示原文说明。
Use when maintaining the skills-only repository or checking whether a change belongs here.
中文简介正在准备中。当前显示原文说明。
Use when adding, editing or reviewing skills, role prompts or skill metadata.
中文简介正在准备中。当前显示原文说明。