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Draft submission-ready mathematical-modeling paper sections from the approved solution package, frozen numbers, human decision ledger, and verified figures without searching scattered exploratory…
MITAuto-check passed
Install Paper Section Writer
$ npx skills add zhnnky329/MathModeling-skills --skill paper-section-writer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zhnnky329/MathModeling-skills paper-section-writer --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/zhnnky329/MathModeling-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/paper-section-writer .claude/skills/paper-section-writer && 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 "paper-section-writer" agent skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.codex/skills/paper-section-writer into .claude/skills/paper-section-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-section-writer", 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/zhnnky329/MathModeling-skills/tree/main/.codex/skills/paper-section-writerType 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 zhnnky329/MathModeling-skills --skill paper-section-writer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zhnnky329/MathModeling-skills paper-section-writer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhnnky329/MathModeling-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/paper-section-writer .agents/skills/paper-section-writer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-section-writer" agent skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.codex/skills/paper-section-writer into .agents/skills/paper-section-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-section-writer", 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 zhnnky329/MathModeling-skills --skill paper-section-writer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zhnnky329/MathModeling-skills paper-section-writer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhnnky329/MathModeling-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/paper-section-writer .cursor/skills/paper-section-writer && 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 "paper-section-writer" agent skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.codex/skills/paper-section-writer into .cursor/skills/paper-section-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-section-writer", 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/zhnnky329/MathModeling-skills.git --path .codex/skills/paper-section-writer--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 zhnnky329/MathModeling-skills --skill paper-section-writer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zhnnky329/MathModeling-skills paper-section-writer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhnnky329/MathModeling-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/paper-section-writer .gemini/skills/paper-section-writer && 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 "paper-section-writer" agent skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.codex/skills/paper-section-writer into .gemini/skills/paper-section-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-section-writer", 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 zhnnky329/MathModeling-skills paper-section-writerInstalls 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 zhnnky329/MathModeling-skills --skill paper-section-writer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zhnnky329/MathModeling-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/paper-section-writer .github/skills/paper-section-writer && 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 "paper-section-writer" agent skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.codex/skills/paper-section-writer into .github/skills/paper-section-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-section-writer", 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 zhnnky329/MathModeling-skills --skill paper-section-writer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zhnnky329/MathModeling-skills paper-section-writer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhnnky329/MathModeling-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/paper-section-writer .opencode/skills/paper-section-writer && 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 "paper-section-writer" agent skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.codex/skills/paper-section-writer into .opencode/skills/paper-section-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-section-writer", 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
paper-section-writer- GitHub stars
- 1.1k
- Token cost
- ~656 tokens
- SKILL.md length
- 303 words
- Files
- 1
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- MIT
At a glance
Draft submission-ready mathematical-modeling paper sections from the approved solution package, frozen numbers, human decision ledger, and verified figures without searching scattered exploratory…
- Works in 5 steps: qx_solution_package_for_writer.md → frozen_numbers.json → qx_decisions.jsonl → …
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Paper Section Writer is an agent skill from zhnnky329/MathModeling-skills. Draft submission-ready mathematical-modeling paper sections from the approved solution package, frozen numbers, human decision ledger, and verified figures without searching scattered exploratory outputs or inventing interpretation.
Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 面向数学建模竞赛的 Claude Code / Codex Skills ，支持分阶段建模流程与 Python、MATLAB/北太天元代码分支。 The licence is MIT.
Example prompts
- “/paper-section-writer”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- qx_solution_package_for_writer.md
- frozen_numbers.json
- qx_decisions.jsonl
- verified paper figures/tables
- final method explanation and robustness report for clarification
What it can do on your machine
Read from SKILL.md and the folder at commit 0b46e9c. 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.
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
Paper Section Writer loads about 656 tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 303 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
The full file from zhnnky329/MathModeling-skills at commit 0b46e9c, republished under its MIT licence (© zhnnky329). 303 words, ~656 tokens.
Download SKILL.mdSave it as
.claude/skills/paper-section-writer/SKILL.md (or your agent's skills folder).- name
- paper-section-writer
- description
- Draft submission-ready mathematical-modeling paper sections from the approved solution package, frozen numbers, human decision ledger, and verified figures without searching scattered exploratory outputs or inventing interpretation.
Preconditions
rigor_profileissubmission.- Final method explanation exists.
- Final result analysis exists.
- Solution package and current frozen numbers exist.
- Required human claim-scope and physical/domain-meaning decisions are recorded.
If any prerequisite is missing, return to its producer rather than drafting around the gap.
Primary Sources
Use, in order:
qx_solution_package_for_writer.mdfrozen_numbers.jsonqx_decisions.jsonl- verified paper figures/tables
- final method explanation and robustness report for clarification
Do not hunt through raw experiment folders to invent a narrative.
Workflow
- Resolve the requested section and contest format.
- Build a claim map:
- claim ID;
- frozen value/source;
- robustness support;
- human decision ID;
- figure/table reference;
- limitation.
- Draft the method description to match the final explanation and code.
- Draft results with:
- value and comparison;
- human-confirmed physical/domain meaning;
- uncertainty or robustness;
- limitation and applicable scope.
- Mention the baseline and eliminated alternatives only when they explain a real decision.
- Use only Type 2–4 figures as appropriate; never place Type 1 diagnostics in the paper.
- Save
paper/sections/qx.texor the requested Markdown section.
Human-Owned Content
The AI must not originate:
- why the method was chosen;
- what the headline number means physically;
- confidence and claim scope;
- contribution framing.
Transcribe these from the decision ledger with provenance. If absent, invoke a compact choice card and stop the final draft until answered; do not fill the paper with repeated sentinels.
Rules
- Every numerical claim must match
frozen_numbers.json. - Do not overclaim against untested methods or populations.
- Do not fabricate citations or causal meaning.
- Avoid procedural diary prose and ceremonial detail.
- Keep formulas, symbols, units, captions, and filenames consistent.
- Do not create a new decision artifact.
Verification
- Three writer prerequisites pass.
- Claim map resolves all numbers and judgments.
- Method, results, and figures match canonical artifacts.
- Physical meaning and contribution are human-owned.
- Limitations and uncertainty are visible.
- No Type 1 figure appears.
© zhnnky329, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .codex/skills/paper-section-writer of zhnnky329/MathModeling-skills.
Open the folder on GitHubat commit 0b46e9c
Compare with similar skills
Paper Section Writer 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 |
|---|---|---|---|---|---|---|
| Paper Section Writer this skillzhnnky329/MathModeling-skills | 1.1k | — | ~656 | Automated safety check: Pass | MIT | |
| OmniRoute Model Catalogdiegosouzapw/OmniRoute | 75k | — | ~589 | Automated safety check: Pass | MIT | |
| Model Bank Metadatalobehub/lobehub | 83k | — | ~2k | Automated safety check: Pass | Custom licence | |
| Harness Threat Modelruvnet/ruflo | 74k | — | ~363 | Automated safety check: Notes | MIT | |
| OmniRoute Model Catalog CLIdiegosouzapw/OmniRoute | 75k | — | ~554 | Automated safety check: Pass | MIT | |
| Model Usageopenclaw/openclaw | 392k | 1 repos | ~637 | Automated safety check: Pass | MIT |
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Questions about Paper Section Writer
What does Paper Section Writer do?
Draft submission-ready mathematical-modeling paper sections from the approved solution package, frozen numbers, human decision ledger, and verified figures without searching scattered exploratory…. Paper Section Writer is an agent skill from zhnnky329/MathModeling-skills. Draft submission-ready mathematical-modeling paper sections from the approved solution package, frozen numbers, human decision ledger, and verified figures without searching scattered exploratory outputs or inventing interpretation.
How do I install Paper Section Writer in Claude Code?
Run `npx skills add zhnnky329/MathModeling-skills --skill paper-section-writer -a claude-code`. Or copy the skill folder (.codex/skills/paper-section-writer in zhnnky329/MathModeling-skills) into .claude/skills/paper-section-writer in your project. Claude Code loads it when a task matches its description.
How do I install Paper Section Writer in Codex?
Run `npx skills add zhnnky329/MathModeling-skills --skill paper-section-writer -a codex`. Or copy the skill folder (.codex/skills/paper-section-writer in zhnnky329/MathModeling-skills) into .agents/skills/paper-section-writer in your project. Codex loads it when a task matches its description.
Can I use Paper Section Writer 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 zhnnky329/MathModeling-skills --skill paper-section-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-section-writer, .gemini/skills/paper-section-writer, .github/skills/paper-section-writer and .opencode/skills/paper-section-writer in your project.
What does Paper Section Writer need to run?
SKILL.md names no scripts, command-line tools or credentials: Paper Section Writer is instructions for the agent only.
Does Paper Section Writer 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 Paper Section Writer 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 Paper Section Writer use?
Paper Section Writer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Paper Section Writer use?
About 656 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Paper Section Writer?
Skills that share tags, products or a category with Paper Section Writer: 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 Paper Section Writer?
zhnnky329 (a GitHub user) maintains it in zhnnky329/MathModeling-skills, which has 1,060 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on September 24, 2026.
Source: zhnnky329/MathModeling-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.