Not in the top 1,000 by GitHub stars

xuec699-sudo/math-modeling-skills

工业级数学建模竞赛 Agent · 支持国赛/五一赛/美赛 · 双模式(全自动 + 人工把关)· 6 维问题分流 · 5 人评审团 · 模型依赖 DAG · 一站式论文产出

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

View weekly changes

SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 0ac52b3085d8

No earlier version was observed for comparison.

Compare on GitHub

View on GitHubAdd to my skills

Verified commit 0ac52b3085d8d54284647060eb07ace016d55e10

246GitHub stars
2stars in 7 days
1skill in this repository
0commits in 30 days

Heat

2.5
  • Star growth, last 7 daysNot available
  • Star growth, last 24 hoursNot available
  • Rank movement, last 7 daysNot available
  • Commits, last 30 daysNot available
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Nov 5, 2026246

30-day change not yet available: not enough history.

Individual skills in this repository

How it works

math-modeling-contest

When your agent uses it

Industrial-grade math modeling contest agent for CUMCM, 51MCM, and MCM/ICM. Use when the user needs to solve, analyze, write, revise, or audit a math modeling contest problem end-to-end, including 数学建模, 国赛, 五一赛, 美赛, CUMCM, 51MCM, MCM, and ICM problems. Supports Manual checkpoints and Autopilot execution, model design, reproducible code, figure generation, paper writing, DOCX/PDF output, and revision workflows.

What it loads into context

Frontmatter

182 tokens

Always available to the agent

SKILL.md

3,193 tokens

When the skill is activated

Reference documents

176,966 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. First Decision
  2. Friendly Mode
  3. One-Sentence Startup Prompt
  4. Collaboration Roles
  5. State And Decision Log
  6. Competition Profile
  7. Depth Mode
  8. Canonical Workflow
  9. Content Length Rule
  10. Paper Generation
  11. Figure Rules
  12. Modeling Standards
  13. Algorithm Selection
  14. Feedback Layers
  15. Integrity Rules
  16. Scripts
  17. References To Load On Demand
  18. Output Style
  19. Maintenance Rules

Scripts executed separately

  • check_fmt.py
  • fix_skill.py
  • scripts/_archive/apply_new_p2.py
  • scripts/_archive/check_kimi2.py
  • scripts/_archive/check_kimi_search.py
  • scripts/_archive/check_moonshot.py
  • scripts/_archive/check_sheets.py
  • scripts/_archive/check_sm.py
  • scripts/_archive/check_table_fresh.py
  • scripts/_archive/chk_ver.py
  • scripts/_archive/clean_md.py
  • scripts/_archive/clean_md2.py
  • scripts/_archive/cmp.py
  • scripts/_archive/deep_check.py
  • scripts/_archive/diff_build.py
  • scripts/_archive/extract_r3.py
  • scripts/_archive/final_edit.py
  • scripts/_archive/final_fix.py
  • scripts/_archive/find_lines.py
  • scripts/_archive/find_md_artifacts.py
  • scripts/_archive/fmt_fix.py
  • scripts/_archive/patch2.py
  • scripts/_archive/patch3.py
  • scripts/_archive/patch4.py
  • scripts/_archive/patch_build.py
  • scripts/_archive/revert_fmt.py
  • scripts/_archive/rewrite_p2.py
  • scripts/_archive/scan_r3.py
  • scripts/_archive/show_42.py
  • scripts/_archive/show_table_fn.py
  • scripts/_archive/t4.py
  • scripts/_archive/test_chinese_search.py
  • scripts/_archive/test_cn.py
  • scripts/_archive/update_format.py
  • scripts/_archive/vfy2.py
  • scripts/_archive/vfy3.py
  • scripts/_archive/vfy_clean.py
  • scripts/_archive/vfy_table.py
  • scripts/_archive/vfy_v2.py
  • scripts/_archive/vfy_v3.py
  • scripts/_archive/vfy_zip.py
  • scripts/_archive/vfy_zip2.py
  • scripts/analyze_table.py
  • scripts/audit_figures.py
  • scripts/build_docx.py
  • scripts/check_data.py
  • scripts/cleanup_workspace.py
  • scripts/compare_docx.py
  • scripts/compile_pdf.py
  • scripts/docx_to_latex.py
  • scripts/draw_image.py
  • scripts/edit_inplace.py
  • scripts/extract_text.py
  • scripts/final_vfy.py
  • scripts/fix_refs.py
  • scripts/fix_table_formula.py
  • scripts/frozen_numbers.py
  • scripts/gate_contracts.py
  • scripts/gen_chinese_figs.py
  • scripts/gen_fig3.py
  • scripts/make_submission.py
  • scripts/map_docx.py
  • scripts/model_remediator.py
  • scripts/pipeline_manager.py
  • scripts/plot_figures_nature.py
  • scripts/quality_gate.py
  • scripts/rereview.py
  • scripts/review_paper.py
  • scripts/review_r3.py
  • scripts/revise_paper.py
  • scripts/security_check.py
  • scripts/setup_workspace.py
  • scripts/verify_build.py
  • scripts/verify_solution.py
  • scripts/write_review.py
  • templates/analyze2.py
  • templates/analyze_template.py
  • templates/eda_template.py
  • test_gate.py
  • vfy.py

Files

  • .gitignoreasset476 bytes
  • README.mddoc12,394 bytes
  • SKILL.mdcore14,776 bytes
  • SKILL.mdcore14,776 bytes
  • SKILL.mdcore14,776 bytes
  • SKILL.mdcore14,776 bytes
  • agents/openai.yamlasset333 bytes
  • assets/icon-large.svgasset250 bytes
  • assets/icon-small.svgasset250 bytes
  • check_fmt.pyruns1,053 bytes
  • fix_skill.pyruns3,378 bytes
  • references/algorithm-library/01-优化算法说明.mddoc78,522 bytes
  • references/algorithm-library/02-预测类算法说明.mddoc69,284 bytes
  • references/algorithm-library/03-评价类算法说明.mddoc79,717 bytes
  • references/algorithm-library/04-图论与网络分析算法说明.mddoc35,121 bytes
  • references/algorithm-library/05-统计分析与数据处理算法说明.mddoc62,687 bytes
  • references/algorithm-library/06-综合类算法说明.mddoc35,527 bytes
  • references/algorithm-library/07-机器学习算法说明.mddoc23,270 bytes
  • references/algorithm-library/README.mddoc8,960 bytes
  • references/documents-workflow.mddoc8,271 bytes
  • references/experiment_design_framework.mddoc3,083 bytes
  • references/format-spec-51mcm.mddoc3,106 bytes
  • references/integrity_gate_checklist.mddoc5,887 bytes
  • references/model-formulation-guide.mddoc28,488 bytes
  • references/nature-figure-guide.mddoc6,745 bytes
  • references/nature-writing-guide.mddoc3,588 bytes
  • references/outstanding-thesis/2017MCM ICM/E/E类-O奖--61502.pdfasset735,597 bytes
  • references/outstanding-thesis/2017MCM ICM/E/E类-O奖--71672.pdfasset267,307 bytes
  • references/outstanding-thesis/README.mddoc4,214 bytes
  • references/paper-writing-rules.mddoc8,977 bytes
  • references/problem-algorithm-map.jsonasset3,488 bytes
  • references/problem-taxonomy.mddoc5,179 bytes
  • references/problem-triage.mddoc2,191 bytes
  • references/qa-checklist.mddoc5,728 bytes
  • references/review_gate_config.jsonasset668 bytes
  • references/robustness-guide.mddoc2,822 bytes
  • references/role-guides/建模手说明.mddoc19,179 bytes
  • references/role-guides/编程手说明.mddoc29,186 bytes
  • references/role-guides/论文手说明.mddoc40,867 bytes
  • scripts/_archive/apply_new_p2.pyruns2,878 bytes
  • scripts/_archive/check_kimi2.pyruns582 bytes
  • scripts/_archive/check_kimi_search.pyruns1,075 bytes
  • scripts/_archive/check_moonshot.pyruns891 bytes
  • scripts/_archive/check_sheets.pyruns347 bytes
  • scripts/_archive/check_sm.pyruns249 bytes
  • scripts/_archive/check_table_fresh.pyruns748 bytes
  • scripts/_archive/chk_ver.pyruns255 bytes
  • scripts/_archive/clean_md.pyruns2,143 bytes
  • scripts/_archive/clean_md2.pyruns1,786 bytes
  • scripts/_archive/cmp.pyruns1,380 bytes
  • scripts/_archive/deep_check.pyruns2,168 bytes
  • scripts/_archive/diff_build.pyruns1,141 bytes
  • scripts/_archive/extract_r3.pyruns816 bytes
  • scripts/_archive/final_edit.pyruns10,151 bytes
  • scripts/_archive/final_fix.pyruns941 bytes
  • scripts/_archive/find_lines.pyruns616 bytes
  • scripts/_archive/find_md_artifacts.pyruns1,053 bytes
  • scripts/_archive/fmt_fix.pyruns1,657 bytes
  • scripts/_archive/patch2.pyruns2,110 bytes
  • scripts/_archive/patch3.pyruns2,591 bytes
  • scripts/_archive/patch4.pyruns2,273 bytes
  • scripts/_archive/patch_build.pyruns2,594 bytes
  • scripts/_archive/revert_fmt.pyruns2,165 bytes
  • scripts/_archive/rewrite_p2.pyruns12,842 bytes
  • scripts/_archive/scan_r3.pyruns1,079 bytes
  • scripts/_archive/show_42.pyruns514 bytes
  • scripts/_archive/show_table_fn.pyruns360 bytes
  • scripts/_archive/t4.pyruns1,522 bytes
  • scripts/_archive/test_chinese_search.pyruns2,476 bytes
  • scripts/_archive/test_cn.pyruns1,536 bytes
  • scripts/_archive/update_format.pyruns2,601 bytes
  • scripts/_archive/vfy2.pyruns691 bytes
  • scripts/_archive/vfy3.pyruns876 bytes
  • scripts/_archive/vfy_clean.pyruns787 bytes
  • scripts/_archive/vfy_table.pyruns702 bytes
  • scripts/_archive/vfy_v2.pyruns879 bytes
  • scripts/_archive/vfy_v3.pyruns1,067 bytes
  • scripts/_archive/vfy_zip.pyruns843 bytes
  • scripts/_archive/vfy_zip2.pyruns744 bytes
  • scripts/analyze_table.pyruns1,050 bytes
  • scripts/audit_figures.pyruns7,047 bytes
  • scripts/build_docx.pyruns14,943 bytes
  • scripts/check_data.pyruns232 bytes
  • scripts/cleanup_workspace.pyruns7,261 bytes
  • scripts/compare_docx.pyruns1,413 bytes
  • scripts/compile_pdf.pyruns4,404 bytes
  • scripts/docx_to_latex.pyruns19,615 bytes
  • scripts/draw_image.pyruns10,496 bytes
  • scripts/edit_inplace.pyruns6,203 bytes
  • scripts/extract_text.pyruns1,387 bytes
  • scripts/final_vfy.pyruns2,294 bytes
  • scripts/fix_refs.pyruns2,411 bytes
  • scripts/fix_table_formula.pyruns3,972 bytes
  • scripts/frozen_numbers.pyruns10,608 bytes
  • scripts/gate_contracts.pyruns24,711 bytes
  • scripts/gen_chinese_figs.pyruns6,656 bytes
  • scripts/gen_fig3.pyruns1,373 bytes
  • scripts/make_submission.pyruns3,774 bytes
  • scripts/map_docx.pyruns1,633 bytes
  • scripts/model_remediator.pyruns7,471 bytes
  • scripts/pipeline_manager.pyruns29,147 bytes
  • scripts/plot_figures_nature.pyruns17,750 bytes
  • scripts/quality_gate.pyruns55,889 bytes
  • scripts/rereview.pyruns10,850 bytes
  • scripts/review_paper.pyruns7,149 bytes
  • scripts/review_r3.pyruns10,724 bytes
  • scripts/revise_paper.pyruns18,379 bytes
  • scripts/security_check.pyruns7,596 bytes
  • scripts/setup_workspace.pyruns5,332 bytes
  • scripts/verify_build.pyruns5,357 bytes
  • scripts/verify_solution.pyruns4,367 bytes
  • scripts/write_review.pyruns16,014 bytes
  • templates/2026建模竞赛A题_最终论文.docxasset866,411 bytes
  • templates/51mcm_format_spec.docxasset14,707 bytes
  • templates/51mcm_template.docxasset25,518 bytes
  • templates/analyze2.pyruns2,202 bytes
  • templates/analyze_template.pyruns2,654 bytes
  • templates/cumcm_template.texasset3,800 bytes
  • templates/eda_template.pyruns3,680 bytes
  • templates/mcm_template.texasset4,141 bytes
  • templates/prompt_template.mddoc2,332 bytes
  • templates/论文模板.docxasset25,996 bytes
  • templates/默认论文模板.mddoc4,319 bytes
  • test_gate.pyruns397 bytes
  • vfy.pyruns800 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

  • math-modeling-contest

Repository facts

License
No license detected
Created
Jun 5, 2026
Last pushed
Jun 7, 2026
Forks
15
Open issues
1
Project activity
Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 3 notes
  • SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
Show all 175 signals by file

README.md

  • Network accessline 11
    <p align="center">   <img alt="Codex" src="https://img.shields.io/badge/Codex-supported-339cff">
  • Network accessline 12
    <img alt="Codex" src="https://img.shields.io/badge/Codex-supported-339cff">
  • Network accessline 13
    <img alt="CUMCM" src="https://img.shields.io/badge/竞赛-国赛%20CUMCM-1A6FC4">
  • Network accessline 14
    <img alt="MCM" src="https://img.shields.io/badge/竞赛-美赛%20MCM%2FICM-E28E2C">
  • Network accessline 15
    <img alt="51MCM" src="https://img.shields.io/badge/竞赛-五一赛%2051MCM-2E9E44">
  • Network accessline 16
    <img alt="Version" src="https://img.shields.io/badge/version-5.8.1-blue">
  • Network accessline 17
    <img alt="License" src="https://img.shields.io/badge/license-MIT-green">
  • Network accessline 55
    - [`handsomeZR-netizen/mathmodel-skill`](https://github.com/handsomeZR-netizen/mathmodel-skill):吸收“编号问答式 Friendly Mode、状态日志、分层反馈、竞赛特化”的设计思想。
  • Network accessline 56
    - [`XiaoMaColtAI/math-modeling-skill`](https://github.com/XiaoMaColtAI/math-modeling-skill):吸收“三角色协作、算法库索引、Figure Contract、Claim-Evidence 写作”的组织思路。
  • Network accessline 193
    git clone https://github.com/xuec699-sudo/math-modeling-skills.git math-modeling-contest

assets/icon-large.svg

  • Network accessline 1
    <U+FEFF><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32" fill="none"><rect width="32" height="32" rx="6" fill="#2563EB"/><text x="16" y="22" text-anchor="middle" font-size="18" font-weight="bold" fill="white" font-family="Arial">M</text

assets/icon-small.svg

  • Network accessline 1
    <U+FEFF><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32" fill="none"><rect width="32" height="32" rx="6" fill="#2563EB"/><text x="16" y="22" text-anchor="middle" font-size="18" font-weight="bold" fill="white" font-family="Arial">M</text

check_fmt.py

  • Executable scriptline 1
    Executable file

fix_skill.py

  • Executable scriptline 1
    Executable file

scripts/_archive/apply_new_p2.py

  • Executable scriptline 1
    Executable file

scripts/_archive/check_kimi2.py

  • Executable scriptline 1
    Executable file
  • Network accessline 3
    r = requests.get("https://platform.moonshot.cn/docs/api/chat", timeout=10)

scripts/_archive/check_kimi_search.py

  • Executable scriptline 1
    Executable file
  • Network accessline 4
    urls = [     "https://platform.moonshot.cn/docs/api/chat",
  • Network accessline 5
    "https://platform.moonshot.cn/docs/api/chat",
  • Network accessline 6
    "https://platform.moonshot.cn/docs/api-reference",
  • Network accessline 7
    "https://platform.moonshot.cn/docs/guide/use-kimi-api",
  • Network accessline 10
    for url in urls:     try:         r = requests.get(url, timeout=10)
  • Network accessline 11
    try:         r = requests.get(url, timeout=10)         text = r.text.lower()
  • Network accessline 12
    r = requests.get(url, timeout=10)
  • Network accessline 21
    try:     r = requests.get("https://platform.moonshot.cn/docs", timeout=10)
  • Network accessline 22
    r = requests.get("https://platform.moonshot.cn/docs", timeout=10)

scripts/_archive/check_moonshot.py

  • Executable scriptline 1
    Executable file
  • Network accessline 4
    url = "https://api.moonshot.cn/v1/models" try:     r = requests.get(url, timeout=10)
  • Network accessline 5
    try:     r = requests.get(url, timeout=10)     print(f"Status: {r.status_code}")
  • Network accessline 6
    r = requests.get(url, timeout=10)
  • Network accessline 20
    print("\n--- Checking public docs for web_search ---") try:     r = requests.get("https://platform.moonshot.cn/docs", timeout=10)
  • Network accessline 21
    try:     r = requests.get("https://platform.moonshot.cn/docs", timeout=10)     print(f"Docs: {r.status_code}")
  • Network accessline 22
    r = requests.get("https://platform.moonshot.cn/docs", timeout=10)

scripts/_archive/check_sheets.py

  • Executable scriptline 1
    Executable file

scripts/_archive/check_sm.py

  • Executable scriptline 1
    Executable file

scripts/_archive/check_table_fresh.py

  • Executable scriptline 1
    Executable file

scripts/_archive/chk_ver.py

  • Executable scriptline 1
    Executable file

scripts/_archive/clean_md.py

  • Executable scriptline 1
    Executable file

scripts/_archive/clean_md2.py

  • Executable scriptline 1
    Executable file

scripts/_archive/cmp.py

  • Executable scriptline 1
    Executable file

scripts/_archive/deep_check.py

  • Executable scriptline 1
    Executable file

scripts/_archive/diff_build.py

  • Executable scriptline 1
    Executable file

scripts/_archive/extract_r3.py

  • Executable scriptline 1
    Executable file

scripts/_archive/final_edit.py

  • Executable scriptline 1
    Executable file

scripts/_archive/final_fix.py

  • Executable scriptline 1
    Executable file

scripts/_archive/find_lines.py

  • Executable scriptline 1
    Executable file

scripts/_archive/find_md_artifacts.py

  • Executable scriptline 1
    Executable file

scripts/_archive/fmt_fix.py

  • Executable scriptline 1
    Executable file

scripts/_archive/patch2.py

  • Executable scriptline 1
    Executable file

scripts/_archive/patch3.py

  • Executable scriptline 1
    Executable file

scripts/_archive/patch4.py

  • Executable scriptline 1
    Executable file

scripts/_archive/patch_build.py

  • Executable scriptline 1
    Executable file

scripts/_archive/revert_fmt.py

  • Executable scriptline 1
    Executable file

scripts/_archive/rewrite_p2.py

  • Executable scriptline 1
    Executable file

scripts/_archive/scan_r3.py

  • Executable scriptline 1
    Executable file

scripts/_archive/show_42.py

  • Executable scriptline 1
    Executable file

scripts/_archive/show_table_fn.py

  • Executable scriptline 1
    Executable file

scripts/_archive/t4.py

  • Executable scriptline 1
    Executable file
  • Network accessline 4
    try:     r = httpx.post("https://schlr.cnki.net/Home/Search", json={
  • Network accessline 5
    r = httpx.post("https://schlr.cnki.net/Home/Search", json={
  • Network accessline 26
    try:     r = httpx.get("https://xueshu.baidu.com/s", params={"wd": "深度学习", "pn": "0"}, headers=h, timeout=10)
  • Network accessline 27
    r = httpx.get("https://xueshu.baidu.com/s", params={"wd": "深度学习", "pn": "0"}, headers=h, timeout=10)

scripts/_archive/test_chinese_search.py

  • Executable scriptline 1
    Executable file
  • Network accessline 5
    async def test_baidu_xueshu(query):     """Test Baidu Scholar search"""     url = "https://xueshu.baidu.com/s"
  • Network accessline 6
    """Test Baidu Scholar search"""     url = "https://xueshu.baidu.com/s"     params = {"wd": query, "pn": "0", "tn": "SE_baiduxueshu_c1g0"}
  • Network accessline 7
    url = "https://xueshu.baidu.com/s"
  • Network accessline 11
    }     try:         async with httpx.AsyncClient(timeout=10) as client:
  • Network accessline 12
    try:         async with httpx.AsyncClient(timeout=10) as client:             resp = await client.get(url, params=params, headers=headers)
  • Network accessline 13
    async with httpx.AsyncClient(timeout=10) as client:
  • Network accessline 31
    async def test_cnki_search(query):     """Test CNKI Scholar search (public)"""     url = "https://schlr.cnki.net/Home/Search"
  • Network accessline 32
    """Test CNKI Scholar search (public)"""     url = "https://schlr.cnki.net/Home/Search"     headers = {
  • Network accessline 33
    url = "https://schlr.cnki.net/Home/Search"
  • Network accessline 37
    }     try:         async with httpx.AsyncClient(timeout=10) as client:
  • Network accessline 38
    try:         async with httpx.AsyncClient(timeout=10) as client:             resp = await client.post(url, json={
  • Network accessline 39
    async with httpx.AsyncClient(timeout=10) as client:

scripts/_archive/test_cn.py

  • Executable scriptline 1
    Executable file
  • Network accessline 6
    try:     r = httpx.get("https://xueshu.baidu.com/s", params={"wd": "深度学习图像分割", "pn": "0"}, headers=headers, timeout=10)
  • Network accessline 7
    r = httpx.get("https://xueshu.baidu.com/s", params={"wd": "深度学习图像分割", "pn": "0"}, headers=headers, timeout=10)
  • Network accessline 17
    try:     r2 = httpx.post("https://schlr.cnki.net/Home/Search", json={
  • Network accessline 18
    r2 = httpx.post("https://schlr.cnki.net/Home/Search", json={

scripts/_archive/update_format.py

  • Executable scriptline 1
    Executable file

scripts/_archive/vfy2.py

  • Executable scriptline 1
    Executable file

scripts/_archive/vfy3.py

  • Executable scriptline 1
    Executable file

scripts/_archive/vfy_clean.py

  • Executable scriptline 1
    Executable file

scripts/_archive/vfy_table.py

  • Executable scriptline 1
    Executable file

scripts/_archive/vfy_v2.py

  • Executable scriptline 1
    Executable file

scripts/_archive/vfy_v3.py

  • Executable scriptline 1
    Executable file

scripts/_archive/vfy_zip.py

  • Executable scriptline 1
    Executable file

scripts/_archive/vfy_zip2.py

  • Executable scriptline 1
    Executable file

scripts/analyze_table.py

  • Executable scriptline 1
    Executable file

scripts/audit_figures.py

  • Executable scriptline 1
    Executable file

scripts/build_docx.py

  • Executable scriptline 1
    Executable file
  • Network accessline 25
    MATH_NS = "http://schemas.openxmlformats.org/officeDocument/2006/math"
  • Possible obfuscationline 50
    text = re.sub(r"[\x00-\x08\x0b\x0c\x0e-\x1f]", "", text)
  • Network accessline 138
    tbl = table._tbl     tblPr = tbl.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblPr")
  • Network accessline 139
    tblPr = tbl.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblPr")

scripts/check_data.py

  • Executable scriptline 1
    Executable file

scripts/cleanup_workspace.py

  • Executable scriptline 1
    Executable file

scripts/compare_docx.py

  • Executable scriptline 1
    Executable file

scripts/compile_pdf.py

  • Executable scriptline 1
    Executable file
  • Network accessline 53
    if not engine:             print("[compile] ERROR: No LaTeX engine found.")             print("  Install TeX Live (https://tug.org/texlive/) or MiKTeX (https://miktex.org/)")
  • Network accessline 54
    print("[compile] ERROR: No LaTeX engine found.")             print("  Install TeX Live (https://tug.org/texlive/) or MiKTeX (https://miktex.org/)")             return False
  • Network accessline 55
    print("  Install TeX Live (https://tug.org/texlive/) or MiKTeX (https://miktex.org/)")

scripts/docx_to_latex.py

  • Executable scriptline 1
    Executable file
  • Network accessline 336
    for run in para.runs:             drawings = run._element.findall(                 './/{http://schemas.openxmlformats.org/drawingml/2006/wordprocessingDrawing}inline')
  • Network accessline 337
    drawings = run._element.findall(                 './/{http://schemas.openxmlformats.org/drawingml/2006/wordprocessingDrawing}inline')             if drawings: has_img = True
  • Network accessline 338
    './/{http://schemas.openxmlformats.org/drawingml/2006/wordprocessingDrawing}inline')

scripts/draw_image.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Access to secretsline 9
    [Credential-related source omitted]
  • Access to secretsline 34
    [Credential-related source omitted]
  • Access to secretsline 62
    [Credential-related source omitted]
  • Access to secretsline 68
    [Credential-related source omitted]
  • Access to secretsline 78
    [Credential-related source omitted]
  • Access to secretsline 80
    [Credential-related source omitted]
  • Access to secretsline 96
    [Credential-related source omitted]
  • Access to secretsline 97
    [Credential-related source omitted]
  • Access to secretsline 101
    [Credential-related source omitted]
  • Access to secretsline 102
    [Credential-related source omitted]
  • Access to secretsline 105
    [Credential-related source omitted]
  • Access to secretsline 106
    [Credential-related source omitted]
  • Access to secretsline 107
    [Credential-related source omitted]
  • Access to secretsline 120
    [Credential-related source omitted]
  • Network accessline 129
    [Credential-related source omitted]
  • Network accessline 130
    [Credential-related source omitted]
  • Access to secretsline 130
    [Credential-related source omitted]
  • Network accessline 131
    "              (get key at https://platform.openai.com/api-keys)\n"
  • Access to secretsline 188
    [Credential-related source omitted]
  • Possible obfuscationline 215
    out.write_bytes(base64.b64decode(img.b64_json))
  • Network accessline 216
    elif getattr(img, "url", None):         import urllib.request         urllib.request.urlretrieve(img.url, str(out))
  • Network accessline 217
    import urllib.request         urllib.request.urlretrieve(img.url, str(out))     else:
  • Network accessline 218
    urllib.request.urlretrieve(img.url, str(out))

scripts/edit_inplace.py

  • Executable scriptline 1
    Executable file

scripts/extract_text.py

  • Executable scriptline 1
    Executable file

scripts/final_vfy.py

  • Executable scriptline 1
    Executable file

scripts/fix_refs.py

  • Executable scriptline 1
    Executable file

scripts/fix_table_formula.py

  • Executable scriptline 1
    Executable file

scripts/frozen_numbers.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/gate_contracts.py

  • Executable scriptline 1
    Executable file

scripts/gen_chinese_figs.py

  • Executable scriptline 1
    Executable file

scripts/gen_fig3.py

  • Executable scriptline 1
    Executable file

scripts/make_submission.py

  • Executable scriptline 1
    Executable file

scripts/map_docx.py

  • Executable scriptline 1
    Executable file

scripts/model_remediator.py

  • Executable scriptline 1
    Executable file

scripts/pipeline_manager.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/plot_figures_nature.py

  • Executable scriptline 1
    Executable file

scripts/quality_gate.py

  • Executable scriptline 1
    Executable file

scripts/rereview.py

  • Executable scriptline 1
    Executable file

scripts/review_paper.py

  • Executable scriptline 1
    Executable file

scripts/review_r3.py

  • Executable scriptline 1
    Executable file

scripts/revise_paper.py

  • Executable scriptline 1
    Executable file

scripts/security_check.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Access to secretsline 14
    [Credential-related source omitted]
  • Access to secretsline 70
    [Credential-related source omitted]
  • Access to secretsline 123
    [Credential-related source omitted]
  • Access to secretsline 155
    [Credential-related source omitted]
  • Access to secretsline 185
    [Credential-related source omitted]

scripts/setup_workspace.py

  • Executable scriptline 1
    Executable file

scripts/verify_build.py

  • Executable scriptline 1
    Executable file

scripts/verify_solution.py

  • Executable scriptline 1
    Executable file

scripts/write_review.py

  • Executable scriptline 1
    Executable file

templates/analyze2.py

  • Executable scriptline 1
    Executable file
  • Network accessline 23
    print(f"\n=== Heading {lvl} ===")     print(f"  Font: {h.font.name}, size={h.font.size}, bold={h.font.bold}")     rPr = h.element.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}rPr")
  • Network accessline 24
    print(f"  Font: {h.font.name}, size={h.font.size}, bold={h.font.bold}")     rPr = h.element.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}rPr")     if rPr is not None:
  • Network accessline 25
    rPr = h.element.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}rPr")
  • Network accessline 26
    if rPr is not None:         rF = rPr.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}rFonts")         if rF is not None:
  • Network accessline 27
    rF = rPr.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}rFonts")
  • Network accessline 29
    print(f"  EastAsia font: {rF.get('{http://schemas.openxmlformats.org/wordprocessingml/2006/main}eastAsia')}")

templates/analyze_template.py

  • Executable scriptline 1
    Executable file
  • Network accessline 59
    tbl_pr = tbl._tbl.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblPr")
  • Network accessline 60
    if tbl_pr is not None:         borders = tbl_pr.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblBorders")         if borders is not None:
  • Network accessline 61
    borders = tbl_pr.find("{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblBorders")

templates/eda_template.py

  • Executable scriptline 1
    Executable file

test_gate.py

  • Executable scriptline 1
    Executable file

vfy.py

  • Executable scriptline 1
    Executable file

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Declared and executed: 13 facts
Signal confidence: 173 facts

and 123 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.