Peer Review
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
Diagnose the model-establishment, solution, results, validation and sensitivity-analysis parts of a HUAWEI Cup paper, including reproducibility and red-line risks.
Install Hwb Model Solution Checker
$ npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-solution-checker --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/xieyouxixi/hwb-math-modeling-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'skills/论文自查类/hwb-model-solution-checker' .claude/skills/hwb-model-solution-checker && 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 "hwb-model-solution-checker" agent skill from https://github.com/xieyouxixi/hwb-math-modeling-skills/tree/main/skills/%E8%AE%BA%E6%96%87%E8%87%AA%E6%9F%A5%E7%B1%BB/hwb-model-solution-checker into .claude/skills/hwb-model-solution-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-solution-checker", 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/xieyouxixi/hwb-math-modeling-skills/tree/main/skills/%E8%AE%BA%E6%96%87%E8%87%AA%E6%9F%A5%E7%B1%BB/hwb-model-solution-checkerType 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 xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-solution-checker --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xieyouxixi/hwb-math-modeling-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'skills/论文自查类/hwb-model-solution-checker' .agents/skills/hwb-model-solution-checker && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hwb-model-solution-checker" agent skill from https://github.com/xieyouxixi/hwb-math-modeling-skills/tree/main/skills/%E8%AE%BA%E6%96%87%E8%87%AA%E6%9F%A5%E7%B1%BB/hwb-model-solution-checker into .agents/skills/hwb-model-solution-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-solution-checker", 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 xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-solution-checker --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xieyouxixi/hwb-math-modeling-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'skills/论文自查类/hwb-model-solution-checker' .cursor/skills/hwb-model-solution-checker && 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 "hwb-model-solution-checker" agent skill from https://github.com/xieyouxixi/hwb-math-modeling-skills/tree/main/skills/%E8%AE%BA%E6%96%87%E8%87%AA%E6%9F%A5%E7%B1%BB/hwb-model-solution-checker into .cursor/skills/hwb-model-solution-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-solution-checker", 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/xieyouxixi/hwb-math-modeling-skills.git --path 'skills/论文自查类/hwb-model-solution-checker'--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 xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-solution-checker --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xieyouxixi/hwb-math-modeling-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'skills/论文自查类/hwb-model-solution-checker' .gemini/skills/hwb-model-solution-checker && 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 "hwb-model-solution-checker" agent skill from https://github.com/xieyouxixi/hwb-math-modeling-skills/tree/main/skills/%E8%AE%BA%E6%96%87%E8%87%AA%E6%9F%A5%E7%B1%BB/hwb-model-solution-checker into .gemini/skills/hwb-model-solution-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-solution-checker", 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 xieyouxixi/hwb-math-modeling-skills hwb-model-solution-checkerInstalls 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 xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/xieyouxixi/hwb-math-modeling-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/'skills/论文自查类/hwb-model-solution-checker' .github/skills/hwb-model-solution-checker && 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 "hwb-model-solution-checker" agent skill from https://github.com/xieyouxixi/hwb-math-modeling-skills/tree/main/skills/%E8%AE%BA%E6%96%87%E8%87%AA%E6%9F%A5%E7%B1%BB/hwb-model-solution-checker into .github/skills/hwb-model-solution-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-solution-checker", 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 xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-solution-checker --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xieyouxixi/hwb-math-modeling-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'skills/论文自查类/hwb-model-solution-checker' .opencode/skills/hwb-model-solution-checker && 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 "hwb-model-solution-checker" agent skill from https://github.com/xieyouxixi/hwb-math-modeling-skills/tree/main/skills/%E8%AE%BA%E6%96%87%E8%87%AA%E6%9F%A5%E7%B1%BB/hwb-model-solution-checker into .opencode/skills/hwb-model-solution-checker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-solution-checker", 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
hwb-model-solution-checker- GitHub stars
- 197
- Token cost
- ~546 tokens
- SKILL.md length
- 83 words
- Files
- 5 (incl. references)
- Skills in repo
- 16
- Repo updated
- First seen
- Licence
- None found
At a glance
Diagnose the model-establishment, solution, results, validation and sensitivity-analysis parts of a HUAWEI Cup paper, including reproducibility and red-line risks.
- The core chapters are drafted and need a strict review before the final submission gate
- SKILL.md covers Required references, 输入, 检查维度 and 研赛一票否决项（每次必查）, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Reproducible research
What it does
Hwb Model Solution Checker is an agent skill from xieyouxixi/hwb-math-modeling-skills. Diagnose the model-establishment, solution, results, validation and sensitivity-analysis parts of a HUAWEI Cup paper, including reproducibility and red-line risks. Use when the core chapters are drafted and need a strict review before the final submission gate.
Its SKILL.md is about 550 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `agents/openai.yaml`, `references/cpgmcm-abcdef-solution-redflags.md` and `references/model-establishment-and-solution.md`).
It sits in Research & Science, covering Reproducible research. The repository describes itself as: 华为杯研究生数学建模竞赛全套AI-skills.
When your agent uses it
- The core chapters are drafted and need a strict review before the final submission gate
- Tasks that involve Reproducible research
Example prompts
- “/hwb-model-solution-checker”
What it can do on your machine
Read from SKILL.md and the folder at commit afcf23a. 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 (its code samples are markdown).
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
Hwb Model Solution Checker loads about 546 tokens when it runs, and up to ~3.4k if it reads all its reference files. Until then it costs about 72 tokens; SKILL.md has 83 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 83 words (~546 tokens).
- name
- hwb-model-solution-checker
- agent_created
- true
Files
SKILL.md and 4 other files (references) in skills/论文自查类/hwb-model-solution-checker of xieyouxixi/hwb-math-modeling-skills.
- SKILL.md
- agents/openai.yaml
- references/cpgmcm-abcdef-solution-redflags.md
- references/model-establishment-and-solution.md
- references/validation-and-sensitivity.md
Open the folder on GitHubat commit afcf23a
Compare with similar skills
Hwb Model Solution Checker 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 |
|---|---|---|---|---|---|---|
| Hwb Model Solution Checker this skillxieyouxixi/hwb-math-modeling-skills | 197 | — | ~546 | Automated safety check: Pass | None | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None | |
| Compute Environment Setupaipoch/open-science | 5.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Figure Styleaipoch/open-science | 5.5k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| Add Bactopia Toolbactopia/bactopia | 522 | — | ~4.1k | Automated safety check: Pass | MIT |
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Figure Style
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Publication-grade correctness and legibility rules for final-deliverable scientific figures, not exploratory plots.
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Judge whether a candidate model actually fits a HUAWEI Cup problem, its data and its intended use, returning a model archive with requirements, assumptions, strengths, limitations, failure…
Hwb Paper Format Checker
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Run a strict whole-paper format, structure, anonymity and file-hygiene audit for a HUAWEI Cup paper: official template compliance, cover page, abstract page limit, page allocation, headings…
Hwb Abstract Checker
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Check the title, abstract and keywords of a HUAWEI Cup paper for independence, information density, the five required abstract elements and two-page limit compliance.
Hwb AI Usage Disclosure
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Generate or review an AI-tool usage statement and detailed usage disclosure for a HUAWEI Cup paper, matching the contest's explicit policy that AI products may be used only as auxiliary tools with…
Hwb Model Assumption Checker
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Related
Categories
Questions about Hwb Model Solution Checker
What does Hwb Model Solution Checker do?
Diagnose the model-establishment, solution, results, validation and sensitivity-analysis parts of a HUAWEI Cup paper, including reproducibility and red-line risks. Hwb Model Solution Checker is an agent skill from xieyouxixi/hwb-math-modeling-skills. Diagnose the model-establishment, solution, results, validation and sensitivity-analysis parts of a HUAWEI Cup paper, including reproducibility and red-line risks.
When should I use Hwb Model Solution Checker?
Hwb Model Solution Checker fits situations like: the core chapters are drafted and need a strict review before the final submission gate; tasks that involve Reproducible research.
How do I install Hwb Model Solution Checker in Claude Code?
Run `npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a claude-code`. Or copy the skill folder (skills/论文自查类/hwb-model-solution-checker in xieyouxixi/hwb-math-modeling-skills) into .claude/skills/hwb-model-solution-checker in your project. Claude Code loads it when a task matches its description.
How do I install Hwb Model Solution Checker in Codex?
Run `npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a codex`. Or copy the skill folder (skills/论文自查类/hwb-model-solution-checker in xieyouxixi/hwb-math-modeling-skills) into .agents/skills/hwb-model-solution-checker in your project. Codex loads it when a task matches its description.
Can I use Hwb Model Solution Checker 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 xieyouxixi/hwb-math-modeling-skills --skill hwb-model-solution-checker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hwb-model-solution-checker, .gemini/skills/hwb-model-solution-checker, .github/skills/hwb-model-solution-checker and .opencode/skills/hwb-model-solution-checker in your project.
What does Hwb Model Solution Checker need to run?
SKILL.md names no scripts, command-line tools or credentials: Hwb Model Solution Checker is instructions for the agent only.
Does Hwb Model Solution Checker 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 Hwb Model Solution Checker 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 Hwb Model Solution Checker use?
No licence was found for Hwb Model Solution Checker or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Hwb Model Solution Checker use?
About 546 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.8k tokens, read only when the agent opens those files.
What are the alternatives to Hwb Model Solution Checker?
Skills that share tags, products or a category with Hwb Model Solution Checker: Peer Review (K-Dense-AI/claude-scientific-writer, 2.4k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Compute Environment Setup (aipoch/open-science, 5.5k stars) and Figure Style (aipoch/open-science, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hwb Model Solution Checker?
xieyouxixi (a GitHub user) maintains it in xieyouxixi/hwb-math-modeling-skills, which has 197 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on September 16, 2026.
Source: xieyouxixi/hwb-math-modeling-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.