MathModel Figure Templates

What it does

When your agent uses it

• Reproducing a built-in scientific chart such as a raincloud plot or Taylor diagram
• Making SHAP, cross-validation ROC or correlation figures for a modeling paper
• Customizing a template figure after running the closest built-in one

Example prompts

• “Render the paired raincloud template and give me the PNG and PDF paths.”
• “Make a Taylor diagram from the built-in template.”
• “List the available figure templates.”
• “Use the nature chord diagram template, then change the colors to a blue palette.”

Requirements

• Python 3 with matplotlib
• The MathModel LaTeX sandbox
• Pre-approved tools (allowed-tools): Bash(*), Read, Write, Edit, Grep, Glob

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

1. 1Match the requested chart in references/figure-catalog.md.
2. 2From /home/user/workspace, run the renderer with the template id
3. 3The renderer copies the bundled template script into 绘图复刻/scripts/, runs it there, and writes outputs to 绘图复刻/outputs/.
4. 4Return the generated PNG/PDF/SVG paths and the copied script path to the user.

What it can do on your machine

Read from SKILL.md and the folder at commit 03f4eb3. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Bash(*)
  • Read
  • Write
  • Edit
  • Grep
  • Glob

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Ships 2 files in scripts/ (Python, from the files we listed), which the agent can run.

  Shell commands in SKILL.md call:

  • python3

  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

MathModel Figure Templates loads about 627 tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 104 tokens; SKILL.md has 201 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~104

When it runs · the whole SKILL.md, loaded when a task matches

~627

With references · SKILL.md plus every file in references/, read only if the agent opens them

~1.3k

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

• NotePre-approves every shell command (allowed-tools: Bash)SKILL.md

  allowed-tools: Bash(*), Read, Write, Edit, Grep, Glob

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 201 words (~627 tokens).

name

mathmodel-figure-templates

allowed-tools

Bash(*), Read, Write, Edit, Grep, Glob

Read the full SKILL.md on GitHub

Files

SKILL.md and 25 other files (scripts, references, assets) in skills/mathmodel-figure-templates of jihe520/MathModelAgent.

• SKILL.md
• assets/previews/correlation_pairgrid_replica.png
• assets/previews/cv_roc_ci_replica.png
• assets/previews/grouped_circular_heatmap_replica.png
• assets/previews/grouped_corr_split_violin_replica.png
• assets/previews/multiclass_shap_combo_replica.png
• assets/previews/nature_chord_diagram_replica.png
• assets/previews/paired_raincloud_replica.png
• assets/previews/prediction_marginal_grid_replica.png
• assets/previews/rf_tpe_surface_replica.png
• assets/previews/taylor_diagram_replica.png
• assets/previews/urban_park_cooling_combo_replica.png
• references/figure-catalog.md
• references/plot-recipes.md
• scripts/render_template.py
• scripts/templates/make_correlation_pairgrid.py
• … and 10 more

Open the folder on GitHubat commit 03f4eb3

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in jihe520/MathModelAgent, which our catalogue first saw on October 7, 2026.

• jihe520/sci-boxskills/scibox-figure