Coach
nagisanzenin/engram
Learning telemetry, strategy, and schedule — retention stats, calibration, grader audit, n-of-1 experiments, HTML dashboard.
Review mathematical modeling competition papers from a complete problem and paper, with an optional strict hwb-paper-format-checker audit, itemized problem-specific scoring, a bottom-up low-score…
Install Hwb Review Paper
$ npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-review-paper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-review-paper --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-review-paper' .claude/skills/hwb-review-paper && 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-review-paper" 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-review-paper into .claude/skills/hwb-review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-review-paper", 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-review-paperType 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-review-paper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-review-paper --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-review-paper' .agents/skills/hwb-review-paper && 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-review-paper" 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-review-paper into .agents/skills/hwb-review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-review-paper", 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-review-paper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-review-paper --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-review-paper' .cursor/skills/hwb-review-paper && 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-review-paper" 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-review-paper into .cursor/skills/hwb-review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-review-paper", 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-review-paper'--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-review-paper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install xieyouxixi/hwb-math-modeling-skills hwb-review-paper --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-review-paper' .gemini/skills/hwb-review-paper && 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-review-paper" 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-review-paper into .gemini/skills/hwb-review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-review-paper", 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-review-paperInstalls 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-review-paper -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-review-paper' .github/skills/hwb-review-paper && 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-review-paper" 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-review-paper into .github/skills/hwb-review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-review-paper", 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-review-paper -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-review-paper --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-review-paper' .opencode/skills/hwb-review-paper && 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-review-paper" 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-review-paper into .opencode/skills/hwb-review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hwb-review-paper", 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-review-paper- GitHub stars
- 197
- Token cost
- ~3.2k tokens
- SKILL.md length
- 1,550 words
- Files
- 61 (incl. scripts, references, assets)
- Skills in repo
- 16
- Repo updated
- First seen
- Licence
- None found
At a glance
Review mathematical modeling competition papers from a complete problem and paper, with an optional strict hwb-paper-format-checker audit, itemized problem-specific scoring, a bottom-up low-score…
- Works in 12 steps: Identify the contest, year, problem and… → Read the problem first. Then read these… → Use only the closest calibration records… → …
- Tasks that involve Performance reviews
- SKILL.md covers Knowledge basis and contest…, Workflow, Required output order and Guardrails
What it does
Hwb Review Paper is an agent skill from xieyouxixi/hwb-math-modeling-skills. Review mathematical modeling competition papers from a complete problem and paper, with an optional strict hwb-paper-format-checker audit, itemized problem-specific scoring, a bottom-up low-score safeguard, and CPGMCM (Huawei Cup graduate contest) award calibration by problem type, participating unit and Huawei-problem choice. Generate a Chinese HTML judge report.
Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 64 other files, including scripts, reference files and assets (for example `agents/openai.yaml`, `references/atomic-deduction-scoring.md` and `references/award-ranking-output.md`).
It sits in Business, Finance & HR, covering Performance reviews. 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
- Tasks that involve Performance reviews
Example prompts
- “/hwb-review-paper”
Workflow steps
12 steps, taken from the first numbered list in SKILL.md.
- Identify the contest, year, problem and track from supplied evidence, and classify it as cpgmcm or other. Use cpgmcm only for the Huawei…
- Read the problem first. Then read these files completely
- Use only the closest calibration records when they materially match the current problem. Treat A-F historical patterns as review prompts…
- Run the eligibility gate. If a proven applicable hard-rule violation occurs, report ineligibility and do not calculate score or percentile.
- Apply the user's format choice. If strict review is enabled, use hwb-paper-format-checker on the complete paper or import a complete…
- Read and apply evidence-centered-scoring.md. Create the fixed 100-point architecture: 摘要与成果概括 10 + 论文规范与可读性 10 + 核心问题回答 75 + 全文整体性与应用价值 5…
- Before reading the paper for quality, freeze a model-independent requirement matrix containing the mandatory core tasks, inviolable…
- Read the complete paper and inspect PDF/DOCX pages, equations, figures, tables, pagination, references and appendices. Map every task and…
- Score by atomic subtraction, not impression. For every core item, ask why the abstraction is appropriate, why this model is needed, why a…
- Check geometry/mechanism, mathematics, units, algorithms, data provenance, numerical results, reproducibility, baseline comparisons…
- Sum the ordinary deduction-based score. If it is below 20 and no non-compensable core failure applies, read and apply…
- Perform the informed-outsider narrative pass in evidence-centered-scoring.md. If persistent missing definitions or logical breaks make the…
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 1 file in scripts/, which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
shumo.com
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 Review Paper loads about 3.2k tokens when it runs, and up to ~71k if it reads all its reference files. Until then it costs about 96 tokens; SKILL.md has 1,550 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 1,550 words (~3,234 tokens).
“Act as a strict competition judge. Require the complete problem and paper. Derive and freeze the rubric before judging paper quality. Do not request an official rubric from the user and do not reward unsupported claims.”
- name
- hwb-review-paper
- agent_created
- true
Files
SKILL.md and 60 other files (scripts, references, assets) in skills/论文自查类/hwb-review-paper of xieyouxixi/hwb-math-modeling-skills.
- SKILL.md
- agents/openai.yaml
- assets/report-template.html
- references/atomic-deduction-scoring.md
- references/award-ranking-output.md
- references/calibration-record-template.md
- references/calibrations/cpgmcm-2020-a-chip-phase-noise.md
- references/calibrations/cpgmcm-2020-b-gasoline-octane.md
- references/calibrations/cpgmcm-2020-c-eeg-rehab.md
- references/calibrations/cpgmcm-2020-d-uav-swarm-confrontation.md
- references/calibrations/cpgmcm-2020-e-visibility-estimation.md
- references/calibrations/cpgmcm-2020-f-aircraft-fuel-balance.md
- references/calibrations/cpgmcm-2021-a-correlation-matrix-low-complexity.md
- references/calibrations/cpgmcm-2021-b-air-quality-second-modeling.md
- references/calibrations/cpgmcm-2021-c-parkinson-dbs.md
- references/calibrations/cpgmcm-2021-d-anti-pancreatic-cancer-drug.md
- references/calibrations/cpgmcm-2021-e-uwb-localization-interference.md
- … and 44 more
Open the folder on GitHubat commit afcf23a
Compare with similar skills
Hwb Review Paper 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 Review Paper this skillxieyouxixi/hwb-math-modeling-skills | 197 | — | ~3.2k | Automated safety check: Pass | None | |
| Coachnagisanzenin/engram | 1.4k | — | ~10k | Automated safety check: Pass | MIT | |
| Evaluator CalibrationArchive228/loopkit | 755 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Feedback Quality AnalyserGarethManning/education-agent-skills | 840 | — | ~4.7k | Automated safety check: Pass | Custom licence | |
| Confidence Calibration CheckGarethManning/education-agent-skills | 840 | — | ~3.8k | Automated safety check: Pass | Custom licence | |
| Wp Performance Reviewelvismdev/claude-wordpress-skills | 235 | 1 repos | ~4.5k | Automated safety check: Pass | MIT |
Similar skills
Evaluator Calibration
Archive228/loopkit
Calibrate a reviewer persona with few-shot rubric examples so skepticism stays consistent and doesn't drift lenient over long runs.
Feedback Quality Analyser
GarethManning/education-agent-skills
Analyse existing written feedback for quality, specificity, actionability, and impact on student learning.
Confidence Calibration Check
GarethManning/education-agent-skills
Capture confidence ratings before and after a learning attempt to identify overconfidence and underconfidence patterns.
Wp Performance Review
elvismdev/claude-wordpress-skills
WordPress performance code review and optimization analysis.
Align Human
agentscope-ai/OpenJudge
A skill your agent uses when the user has a judge/grader and human-labeled data, and wants to measure how well the judge agrees with humans, detect systematic biases, determine whether automatic…
More from xieyouxixi/hwb-math-modeling-skills
All 16 skills in this repoHwb 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…
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…
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…
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.
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…
Hwb Model Assumption Checker
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.
Related
Categories
Questions about Hwb Review Paper
What does Hwb Review Paper do?
Review mathematical modeling competition papers from a complete problem and paper, with an optional strict hwb-paper-format-checker audit, itemized problem-specific scoring, a bottom-up low-score…. Hwb Review Paper is an agent skill from xieyouxixi/hwb-math-modeling-skills. Review mathematical modeling competition papers from a complete problem and paper, with an optional strict hwb-paper-format-checker audit, itemized problem-specific scoring, a bottom-up low-score safeguard, and CPGMCM (Huawei Cup graduate contest) award calibration by problem type, participating unit and Huawei-problem choice.
When should I use Hwb Review Paper?
Hwb Review Paper fits situations like: tasks that involve Performance reviews.
How do I install Hwb Review Paper in Claude Code?
Run `npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-review-paper -a claude-code`. Or copy the skill folder (skills/论文自查类/hwb-review-paper in xieyouxixi/hwb-math-modeling-skills) into .claude/skills/hwb-review-paper in your project. Claude Code loads it when a task matches its description.
How do I install Hwb Review Paper in Codex?
Run `npx skills add xieyouxixi/hwb-math-modeling-skills --skill hwb-review-paper -a codex`. Or copy the skill folder (skills/论文自查类/hwb-review-paper in xieyouxixi/hwb-math-modeling-skills) into .agents/skills/hwb-review-paper in your project. Codex loads it when a task matches its description.
Can I use Hwb Review Paper 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-review-paper -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-review-paper, .gemini/skills/hwb-review-paper, .github/skills/hwb-review-paper and .opencode/skills/hwb-review-paper in your project.
What does Hwb Review Paper need to run?
SKILL.md names no scripts, command-line tools or credentials: Hwb Review Paper is instructions for the agent only.
Does Hwb Review Paper access the network?
SKILL.md names 1 domain. As links in the text: shumo.com. This is read from the text; nothing was executed.
Is Hwb Review Paper 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 Review Paper use?
No licence was found for Hwb Review Paper or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Hwb Review Paper use?
About 3.2k tokens (SKILL.md is roughly 13k 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 68k tokens, read only when the agent opens those files.
What are the alternatives to Hwb Review Paper?
Skills that share tags, products or a category with Hwb Review Paper: Coach (nagisanzenin/engram, 1.4k stars), Evaluator Calibration (Archive228/loopkit, 755 stars), Feedback Quality Analyser (GarethManning/education-agent-skills, 840 stars) and Confidence Calibration Check (GarethManning/education-agent-skills, 840 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hwb Review Paper?
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.