Agent skill

Hwb Model Assumption Checker

by xieyouxixi in xieyouxixi/hwb-math-modeling-skills

Diagnose whether each modeling assumption in a HUAWEI Cup paper is necessary, realistic, consistent with the data, and actually used later in the paper.

No licenceAuto-check passed

Install Hwb Model Assumption Checker

skills CLI
$ npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-assumption-checker -a claude-code

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

GitHub CLI
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-model-assumption-checker --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/xieyouxixi/hwb-math-modeling-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'skills/论文自查类/hwb-model-assumption-checker' .claude/skills/hwb-model-assumption-checker && 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
hwb-model-assumption-checker
GitHub stars
197
Token cost
~469 tokens
SKILL.md length
76 words
Files
3 (incl. references)
Skills in repo
16
Repo updated
First seen
Licence
None found

At a glance

Diagnose whether each modeling assumption in a HUAWEI Cup paper is necessary, realistic, consistent with the data, and actually used later in the paper.

  • The model-assumption chapter is drafted and needs a strict review before it can support the model chapters
  • 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

What it does

Hwb Model Assumption Checker is an agent skill from xieyouxixi/hwb-math-modeling-skills. Diagnose whether each modeling assumption in a HUAWEI Cup paper is necessary, realistic, consistent with the data, and actually used later in the paper. Use when the model-assumption chapter is drafted and needs a strict review before it can support the model chapters.

Its SKILL.md is about 470 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/assumption-review-rules.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

  • The model-assumption chapter is drafted and needs a strict review before it can support the model chapters

Example prompts

  • “/hwb-model-assumption-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 Assumption Checker loads about 469 tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 76 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~469
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.6k

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 76 words (~469 tokens).

name
hwb-model-assumption-checker
agent_created
true

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in skills/论文自查类/hwb-model-assumption-checker of xieyouxixi/hwb-math-modeling-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/assumption-review-rules.md

Open the folder on GitHubat commit afcf23a

Compare with similar skills

Hwb Model Assumption 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.

Hwb Model Assumption Checker compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hwb Model Assumption Checker this skillxieyouxixi/hwb-math-modeling-skills197—~469Automated safety check: PassNone
OmniRoute Model Catalogdiegosouzapw/OmniRoute75k—~589Automated safety check: PassMIT
Model Bank Metadatalobehub/lobehub83k—~2kAutomated safety check: PassCustom licence
Harness Threat Modelruvnet/ruflo74k—~363Automated safety check: NotesMIT
OmniRoute Model Catalog CLIdiegosouzapw/OmniRoute75k—~554Automated safety check: PassMIT
Diagnose Gatewayopenclaw/openclaw392k—~670Automated safety check: PassMIT

Similar skills

  • OmniRoute Model Catalog

    diegosouzapw/OmniRoute

    Looks up which AI models an OmniRoute gateway can reach, creates or updates model aliases and tests whether individual models respond.

    75k GitHub stars~589 tokensUpdated today
    AI & LLM EngineeringAuto-check passed
  • Model Bank Metadata

    lobehub/lobehub

    Fills and maintains the knowledgeCutoff, family and generation fields on model cards in LobeHub's model bank, from a single new model up to repo-wide backfills.

    83k GitHub stars~2k tokensUpdated today
    AI & LLM EngineeringAuto-check passed
  • Enterprise-review-grade threat model from harness threat-model {path}.

    74k GitHub stars~363 tokensUpdated yesterday
    SecurityAuto-check: notes
  • OmniRoute Model Catalog CLI

    diegosouzapw/OmniRoute

    Lists and manages AI models from the OmniRoute command line: browse a provider's catalog, search it, and add, edit, remove or test-add models.

    75k GitHub stars~554 tokensUpdated today
    AI & LLM EngineeringAuto-check passed
  • Diagnose Gateway

    openclaw/openclaw

    Diagnose Gateway, config, secrets, channels, and port failures with read-only one-liners.

    392k GitHub stars~670 tokensUpdated today
    Auto-check passed
  • Model Usage

    openclaw/openclaw

    Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.

    392k GitHub starsUsed in 1 repo~637 tokens
    Auto-check passed

More from xieyouxixi/hwb-math-modeling-skills

All 16 skills in this repo
  • Hwb Cpgmcm Award Standing

    xieyouxixi/hwb-math-modeling-skills

    Query a graduate training unit's Huawei Cup (CPGMCM) award profile, estimate the award band from the contest's total team count and a team's rank or paper score, and assess a student's preparation…

    197 GitHub stars~936 tokensUpdated 24 days ago
    Auto-check passed
  • Hwb Model Dictionary

    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…

    197 GitHub stars~511 tokensUpdated 24 days ago
    Auto-check passed
  • Hwb Paper Format Checker

    xieyouxixi/hwb-math-modeling-skills

    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…

    197 GitHub stars~645 tokensUpdated 24 days ago
    Auto-check passed
  • Hwb Abstract Checker

    xieyouxixi/hwb-math-modeling-skills

    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.

    197 GitHub stars~514 tokensUpdated 24 days ago
    Auto-check passed
  • Hwb AI Usage Disclosure

    xieyouxixi/hwb-math-modeling-skills

    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…

    197 GitHub stars~588 tokensUpdated 24 days ago
    Auto-check passed
  • Hwb Model Solution Checker

    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.

    197 GitHub stars~546 tokensUpdated 24 days ago
    Auto-check passed

Questions about Hwb Model Assumption Checker

What does Hwb Model Assumption Checker do?

Diagnose whether each modeling assumption in a HUAWEI Cup paper is necessary, realistic, consistent with the data, and actually used later in the paper. Hwb Model Assumption Checker is an agent skill from xieyouxixi/hwb-math-modeling-skills. Diagnose whether each modeling assumption in a HUAWEI Cup paper is necessary, realistic, consistent with the data, and actually used later in the paper.

When should I use Hwb Model Assumption Checker?

Hwb Model Assumption Checker fits situations like: the model-assumption chapter is drafted and needs a strict review before it can support the model chapters.

How do I install Hwb Model Assumption Checker in Claude Code?

Run `npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-assumption-checker -a claude-code`. Or copy the skill folder (skills/论文自查类/hwb-model-assumption-checker in xieyouxixi/hwb-math-modeling-skills) into .claude/skills/hwb-model-assumption-checker in your project. Claude Code loads it when a task matches its description.

How do I install Hwb Model Assumption Checker in Codex?

Run `npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-model-assumption-checker -a codex`. Or copy the skill folder (skills/论文自查类/hwb-model-assumption-checker in xieyouxixi/hwb-math-modeling-skills) into .agents/skills/hwb-model-assumption-checker in your project. Codex loads it when a task matches its description.

Can I use Hwb Model Assumption 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-assumption-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-assumption-checker, .gemini/skills/hwb-model-assumption-checker, .github/skills/hwb-model-assumption-checker and .opencode/skills/hwb-model-assumption-checker in your project.

What does Hwb Model Assumption Checker need to run?

SKILL.md names no scripts, command-line tools or credentials: Hwb Model Assumption Checker is instructions for the agent only.

Does Hwb Model Assumption 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 Assumption 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 Assumption Checker use?

No licence was found for Hwb Model Assumption Checker or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Hwb Model Assumption Checker use?

About 469 tokens (SKILL.md is roughly 1.9k 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 1.1k tokens, read only when the agent opens those files.

What are the alternatives to Hwb Model Assumption Checker?

Skills that share tags, products or a category with Hwb Model Assumption Checker: OmniRoute Model Catalog (diegosouzapw/OmniRoute, 75k stars), Model Bank Metadata (lobehub/lobehub, 83k stars), Harness Threat Model (ruvnet/ruflo, 74k stars) and OmniRoute Model Catalog CLI (diegosouzapw/OmniRoute, 75k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hwb Model Assumption 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.