Markdown Article Formatter
JimLiu/baoyu-skills
Reformats plain text or Markdown articles with frontmatter, a title, a summary, headings, bold, lists and code blocks, and saves a separate formatted copy.
串联赛题解析、数据计算与微单元脚本，一键从赛题文件夹到完整论文。Invoke when用户已放好赛题与附件，希望自动跑完全流程。
Install Paper Workflow Orchestrator
$ npx skills add xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install xzwwwwww/Enhanced-mathmodel-Codex-skills paper-workflow-orchestrator --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/xzwwwwww/Enhanced-mathmodel-Codex-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/paper-workflow-orchestrator .claude/skills/paper-workflow-orchestrator && 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-workflow-orchestrator" agent skill from https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills/tree/main/skills/paper-workflow-orchestrator into .claude/skills/paper-workflow-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-workflow-orchestrator", 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/xzwwwwww/Enhanced-mathmodel-Codex-skills/tree/main/skills/paper-workflow-orchestratorType 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 xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install xzwwwwww/Enhanced-mathmodel-Codex-skills paper-workflow-orchestrator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/paper-workflow-orchestrator .agents/skills/paper-workflow-orchestrator && 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-workflow-orchestrator" agent skill from https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills/tree/main/skills/paper-workflow-orchestrator into .agents/skills/paper-workflow-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-workflow-orchestrator", 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 xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install xzwwwwww/Enhanced-mathmodel-Codex-skills paper-workflow-orchestrator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/paper-workflow-orchestrator .cursor/skills/paper-workflow-orchestrator && 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-workflow-orchestrator" agent skill from https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills/tree/main/skills/paper-workflow-orchestrator into .cursor/skills/paper-workflow-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-workflow-orchestrator", 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/xzwwwwww/Enhanced-mathmodel-Codex-skills.git --path skills/paper-workflow-orchestrator--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 xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install xzwwwwww/Enhanced-mathmodel-Codex-skills paper-workflow-orchestrator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/paper-workflow-orchestrator .gemini/skills/paper-workflow-orchestrator && 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-workflow-orchestrator" agent skill from https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills/tree/main/skills/paper-workflow-orchestrator into .gemini/skills/paper-workflow-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-workflow-orchestrator", 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 xzwwwwww/Enhanced-mathmodel-Codex-skills paper-workflow-orchestratorInstalls 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 xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/paper-workflow-orchestrator .github/skills/paper-workflow-orchestrator && 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-workflow-orchestrator" agent skill from https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills/tree/main/skills/paper-workflow-orchestrator into .github/skills/paper-workflow-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-workflow-orchestrator", 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 xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install xzwwwwww/Enhanced-mathmodel-Codex-skills paper-workflow-orchestrator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/paper-workflow-orchestrator .opencode/skills/paper-workflow-orchestrator && 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-workflow-orchestrator" agent skill from https://github.com/xzwwwwww/Enhanced-mathmodel-Codex-skills/tree/main/skills/paper-workflow-orchestrator into .opencode/skills/paper-workflow-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-workflow-orchestrator", 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-workflow-orchestrator- GitHub stars
- 111
- Token cost
- ~1.2k tokens
- SKILL.md length
- 236 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- None found
At a glance
串联赛题解析、数据计算与微单元脚本，一键从赛题文件夹到完整论文。Invoke when用户已放好赛题与附件，希望自动跑完全流程。
- Works in 6 steps: [New] 外部资源获取 (Optional) → 调用… → 调用… → …
- Documents & Office work in your project
- SKILL.md covers 目标, 自动化运行约定（Trae 内一键）, 适用时机 and 增强参考（按需读取）, plus 8 more sections
- Runs Python scripts from its folder; calls python
What it does
Paper Workflow Orchestrator is an agent skill from xzwwwwww/Enhanced-mathmodel-Codex-skills. 串联赛题解析、数据计算与微单元脚本，一键从赛题文件夹到完整论文。Invoke when用户已放好赛题与附件，希望自动跑完全流程。
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/workflow_upgrade.md`, `scripts/run_all.py` and `scripts/run_mathmodel.py`).
It sits in Documents & Office. The repository describes itself as: 增强版的数学建模skills，专门用于codex智能体使用，全流程自动生成一篇数学建模论文.
When your agent uses it
- Documents & Office work in your project
Example prompts
- “/paper-workflow-orchestrator”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- [New] 外部资源获取 (Optional)
- 调用 data-cleaning-and-visualization/scripts/run_pipeline.py：扫描 problem_files/ 与 crawled_data/，产出清洗数据与图表到 paper_output/。
- 调用 quality-assurance-auditor/scripts/pipeline.py：检查 problem_files/，生成 paper_output/tasks.json。
- 调用 paper-micro-unit-generator/scripts/generate_all_offline.py：生成 paper_output/micro_units/*.txt 与 paper_output/generate_log.json。
- 调用 paper-micro-unit-generator/scripts/merge.py：生成 paper_output/final_paper.md 与 paper_output/ref_check.md，并直接生成…
- [Mandatory] Word 交付验证
What it can do on your machine
Read from SKILL.md and the folder at commit 7374c12. 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 3 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
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 Workflow Orchestrator loads about 1.2k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 23 tokens; SKILL.md has 236 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 236 words (~1,241 tokens).
“该脚本会按顺序执行：数据清洗与可视化 → QA 任务清单 → 微单元离线生成 → 合并。”
- name
- paper-workflow-orchestrator
Files
SKILL.md and 4 other files (scripts, references) in skills/paper-workflow-orchestrator of xzwwwwww/Enhanced-mathmodel-Codex-skills.
- SKILL.md
- references/workflow_upgrade.md
- scripts/run_all.py
- scripts/run_mathmodel.py
- scripts/skill_paths.py
Open the folder on GitHubat commit 7374c12
Compare with similar skills
Paper Workflow Orchestrator 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 Workflow Orchestrator this skillxzwwwwww/Enhanced-mathmodel-Codex-skills | 111 | — | ~1.2k | Automated safety check: Pass | None | |
| Markdown Article FormatterJimLiu/baoyu-skills | 27k | 6 repos | ~3.5k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Obsidian MarkdownAtmosphere/atmosphere | 3.8k | 20 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| DOCXrvdbreemen/OTGW-firmware | 207 | 33 repos | ~4.3k | Automated safety check: Pass | Proprietary | |
| Word Document Reader and WriterHKUDS/DeepTutor | 41k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 |
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More from xzwwwwww/Enhanced-mathmodel-Codex-skills
Paper Micro Unit Generator
xzwwwwww/Enhanced-mathmodel-Codex-skills
基于微单元模板与脚本批量生成并合并论文内容。Invoke when需要按微单元拆分逐单元写作并用 scripts/generatealloffline.py 与 scripts/merge.py 自动生成论文。
Related
Categories
Questions about Paper Workflow Orchestrator
What does Paper Workflow Orchestrator do?
串联赛题解析、数据计算与微单元脚本，一键从赛题文件夹到完整论文。Invoke when用户已放好赛题与附件，希望自动跑完全流程。. Paper Workflow Orchestrator is an agent skill from xzwwwwww/Enhanced-mathmodel-Codex-skills.
When should I use Paper Workflow Orchestrator?
Paper Workflow Orchestrator fits situations like: documents & Office work in your project.
How do I install Paper Workflow Orchestrator in Claude Code?
Run `npx skills add xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -a claude-code`. Or copy the skill folder (skills/paper-workflow-orchestrator in xzwwwwww/Enhanced-mathmodel-Codex-skills) into .claude/skills/paper-workflow-orchestrator in your project. Claude Code loads it when a task matches its description.
How do I install Paper Workflow Orchestrator in Codex?
Run `npx skills add xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -a codex`. Or copy the skill folder (skills/paper-workflow-orchestrator in xzwwwwww/Enhanced-mathmodel-Codex-skills) into .agents/skills/paper-workflow-orchestrator in your project. Codex loads it when a task matches its description.
Can I use Paper Workflow Orchestrator 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 xzwwwwww/Enhanced-mathmodel-Codex-skills --skill paper-workflow-orchestrator -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-workflow-orchestrator, .gemini/skills/paper-workflow-orchestrator, .github/skills/paper-workflow-orchestrator and .opencode/skills/paper-workflow-orchestrator in your project.
What does Paper Workflow Orchestrator need to run?
Going by SKILL.md and its folder, Paper Workflow Orchestrator needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Paper Workflow Orchestrator 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 Workflow Orchestrator 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 Paper Workflow Orchestrator use?
No licence was found for Paper Workflow Orchestrator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Paper Workflow Orchestrator use?
About 1.2k tokens (SKILL.md is roughly 5k 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 645 tokens, read only when the agent opens those files.
What are the alternatives to Paper Workflow Orchestrator?
Skills that share tags, products or a category with Paper Workflow Orchestrator: Markdown Article Formatter (JimLiu/baoyu-skills, 27k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and DOCX (rvdbreemen/OTGW-firmware, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Workflow Orchestrator?
xzwwwwww (a GitHub user) maintains it in xzwwwwww/Enhanced-mathmodel-Codex-skills, which has 111 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on May 6, 2026.
Source: xzwwwwww/Enhanced-mathmodel-Codex-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.