Judge
NeoLabHQ/context-engineering-kit
Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation
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…
No licenceAuto-check passed
Install Hwb Model Dictionary
$ npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-dictionary -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-dictionary --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-dictionary' .claude/skills/hwb-model-dictionary && 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-dictionary" 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-dictionary into .claude/skills/hwb-model-dictionary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-dictionary", 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-dictionaryType 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-dictionary -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-dictionary --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-dictionary' .agents/skills/hwb-model-dictionary && 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-dictionary" 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-dictionary into .agents/skills/hwb-model-dictionary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-dictionary", 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-dictionary -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-dictionary --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-dictionary' .cursor/skills/hwb-model-dictionary && 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-dictionary" 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-dictionary into .cursor/skills/hwb-model-dictionary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-dictionary", 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-dictionary'--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-dictionary -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-dictionary --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-dictionary' .gemini/skills/hwb-model-dictionary && 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-dictionary" 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-dictionary into .gemini/skills/hwb-model-dictionary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-dictionary", 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-dictionaryInstalls 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-dictionary -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-dictionary' .github/skills/hwb-model-dictionary && 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-dictionary" 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-dictionary into .github/skills/hwb-model-dictionary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-dictionary", 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-dictionary -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-dictionary --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-dictionary' .opencode/skills/hwb-model-dictionary && 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-dictionary" 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-dictionary into .opencode/skills/hwb-model-dictionary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-model-dictionary", 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-dictionary- GitHub stars
- 197
- Token cost
- ~511 tokens
- SKILL.md length
- 80 words
- Files
- 7 (incl. scripts, references, assets)
- Skills in repo
- 16
- Repo updated
- First seen
- Licence
- None found
At a glance
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…
- A team is choosing models and needs a data-driven fit decision instead of a generic model list
- 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
- Runs Python scripts from its folder
What it does
Hwb Model Dictionary is an agent skill from xieyouxixi/hwb-math-modeling-skills. 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 conditions, validation routes and alternative models. Use when a team is choosing models and needs a data-driven fit decision instead of a generic model list.
Its SKILL.md is about 510 tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including scripts, reference files and assets (for example `agents/openai.yaml`, `assets/model-dictionary.json` and `references/fit-assessment.md`).
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
- A team is choosing models and needs a data-driven fit decision instead of a generic model list
Example prompts
- “/hwb-model-dictionary”
Requirements
- Python 3
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
Ships 2 files in scripts/ (Python), which the agent can run.
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 Dictionary loads about 511 tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 92 tokens; SKILL.md has 80 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 80 words (~511 tokens).
- name
- hwb-model-dictionary
- agent_created
- true
Files
SKILL.md and 6 other files (scripts, references, assets) in skills/论文自查类/hwb-model-dictionary of xieyouxixi/hwb-math-modeling-skills.
- SKILL.md
- agents/openai.yaml
- assets/model-dictionary.json
- references/fit-assessment.md
- scripts/build_dictionary.py
- scripts/query_dictionary.py
- 处理报告.md
Open the folder on GitHubat commit afcf23a
Compare with similar skills
Hwb Model Dictionary 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 Dictionary this skillxieyouxixi/hwb-math-modeling-skills | 197 | — | ~511 | Automated safety check: Pass | None | |
| JudgeNeoLabHQ/context-engineering-kit | 1.8k | — | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Candidate Talent Poolsickn33/agentic-awesome-skills | 47k | 1 repos | ~4.2k | Automated safety check: Pass | MIT | |
| Do And JudgeNeoLabHQ/context-engineering-kit | 1.8k | — | ~14k | Automated safety check: Pass | GPL-3.0 | |
| Table Fitasgeirtj/system_prompts_leaks | 69k | — | ~772 | Automated safety check: Pass | CC0-1.0 | |
| Furniture Fit Checkpascalorg/editor | 25k | — | ~5.1k | Automated safety check: Pass | MIT |
Similar skills
Candidate Talent Pool
sickn33/agentic-awesome-skills
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Do And Judge
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Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop
Table Fit
asgeirtj/system_prompts_leaks
Keep a Markdown table readable in a narrow terminal of about 100 display columns - a wide table or one carrying prose in its cells wraps into unreadable ragged rows.
Furniture Fit Check
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Checks whether a sofa, table, bed or appliance fits in a measured Pascal room and reports only what the evidence supports, or asks for the missing measurements.
- Official
Release Candidate Prep
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Prepare a local Python SDK release candidate in a dedicated worktree.
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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…
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Hwb AI Usage Disclosure
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Hwb Model Assumption Checker
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Diagnose whether each modeling assumption in a HUAWEI Cup paper is necessary, realistic, consistent with the data, and actually used later in the paper.
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Questions about Hwb Model Dictionary
What does Hwb Model Dictionary do?
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 Model Dictionary is an agent skill from xieyouxixi/hwb-math-modeling-skills. 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 conditions, validation routes and alternative models.
When should I use Hwb Model Dictionary?
Hwb Model Dictionary fits situations like: A team is choosing models and needs a data-driven fit decision instead of a generic model list.
How do I install Hwb Model Dictionary in Claude Code?
Run `npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-dictionary -a claude-code`. Or copy the skill folder (skills/论文自查类/hwb-model-dictionary in xieyouxixi/hwb-math-modeling-skills) into .claude/skills/hwb-model-dictionary in your project. Claude Code loads it when a task matches its description.
How do I install Hwb Model Dictionary in Codex?
Run `npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-dictionary -a codex`. Or copy the skill folder (skills/论文自查类/hwb-model-dictionary in xieyouxixi/hwb-math-modeling-skills) into .agents/skills/hwb-model-dictionary in your project. Codex loads it when a task matches its description.
Can I use Hwb Model Dictionary 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-dictionary -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-dictionary, .gemini/skills/hwb-model-dictionary, .github/skills/hwb-model-dictionary and .opencode/skills/hwb-model-dictionary in your project.
What does Hwb Model Dictionary need to run?
Going by SKILL.md and its folder, Hwb Model Dictionary needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Hwb Model Dictionary 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 Dictionary 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 Hwb Model Dictionary use?
No licence was found for Hwb Model Dictionary or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Hwb Model Dictionary use?
About 511 tokens (SKILL.md is roughly 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 1.4k tokens, read only when the agent opens those files.
What are the alternatives to Hwb Model Dictionary?
Skills that share tags, products or a category with Hwb Model Dictionary: Judge (NeoLabHQ/context-engineering-kit, 1.8k stars), Candidate Talent Pool (sickn33/agentic-awesome-skills, 47k stars), Do And Judge (NeoLabHQ/context-engineering-kit, 1.8k stars) and Table Fit (asgeirtj/system_prompts_leaks, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hwb Model Dictionary?
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.