skill-author
Draft a well-formed new skill (a SKILL.md scaffold, optionally with scripts/references) from a described recurring need, for human review and approval. Use…
Nature-spec figures from a SWMM run: paired rainfall (inverted) + node/link flow hydrograph (plot_run), network layout map (map_run), study-area map. 89/183 mm columns, 5-7 pt sans-serif, ticks out, no gridlines, Wong colour-blind-safe palette, vector PDF + 450 dpi PNG twin, SI
$ npx -y skills add Zhonghao1995/agentic-swmm-workflow --skill swmm-plot --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/swmm-plotContext preview
The summary Claude sees to decide when to auto-load this skill.
Nature-spec figures from a SWMM run: paired rainfall (inverted) + node/link flow hydrograph (plot_run), network layout map (map_run), study-area map. 89/183 mm columns, 5-7 pt sans-serif, ticks out, no gridlines, Wong colour-blind-safe palette, vector PDF + 450 dpi PNG twin, SI
name: swmm-plot description: Nature-spec figures from a SWMM run: paired rainfall (inverted) + node/link flow hydrograph (plot_run), network layout map (map_run), study-area map. 89/183 mm columns, 5-7 pt sans-serif, ticks out, no gridlines, Wong colour-blind-safe palette, vector PDF + 450 dpi PNG twin, SI units, no title; optional focus-day / HH:MM window crop. Use whenever an agent needs a publication-ready figure from a run's .inp + .out.
Part of [Agentic SWMM](https://github.com/Zhonghao1995/agentic-swmm-workflow): install the project first for the executable toolchain (aiswmm CLI, SWMM solver, MCP servers).
Every figure this skill renders follows the Nature journal figure specification, the project's standing figure standard. Source: <https://research-figure-guide.nature.com/figures/preparing-figures-our-specifications/>. The spec lives in exactly three places here, and the scripts hand-set nothing:
| File | Holds | |---|---| | [`assets/nature.mplstyle`](assets/nature.mplstyle) | the stylesheet (fonts, line weights, ticks, palette, TrueType text, constrained layout) | | [`scripts/plot_style.py`](scripts/plot_style.py) | `apply_style()`, `figsize()`, `map_figsize()`, `save_figure()`, `legend_outside()`, the `WONG` palette | | this file | the rules a figure must satisfy, and the tool contracts |
**Scope note:** these are print-publication rules for the data figures of a run. They are not meant for the HTML report chrome or the CLI itself.
When the user asks to plot, **always ask these questions first** before calling any plot tool:
1. **Which entity?** A specific node (junction / outfall), by name, or a specific link (conduit), by name?
2. **Which attribute?** Node options: `Total_inflow`, `Depth_above_invert`, `Volume_stored_ponded`, `Flow_lost_flooding`. Link options: `Flow_rate`, `Velocity`, `Depth`. 3. **Time window?** Default is the full simulation (24h). Offer to limit to a focus day or HH:MM-HH:MM window if peaks occur in a short period.
Do **not** silently pick defaults. The user needs control: different plots answer different questions (peak inspection vs continuity vs flooding).
| Figure | Script | Reached via | Default output | |---|---|---|---| | Rainfall (top, inverted) + node/link flow (bottom) hydrograph | `scripts/plot_rain_runoff_si.py` | `plot_run` tool, `aiswmm plot`, MCP `plot_rain_runoff_si` | `08_plot/fig_<node>_<attr>.png` + `.pdf` | | Network layout map (subcatchments, conduits, junctions, storage, outfalls; sub-networks coloured per outfall) | `scripts/plot_network_layout.py` | `map_run` tool, `aiswmm map` | `08_plot/network_map.png` + `.pdf` | | Study-area map (DEM hillshade, subcatchments, conduits, outfalls, scale bar, north arrow, cartouche) | `scripts/plot_study_area.py` | SWMMCanada fetch (`aiswmm canada`), or the script directly | `00_raw/study_area.png` + `.pdf` |
Inputs: rainfall TIMESERIES from the `.inp` (inline, `FILE`, or `[RAINGAGES] FILE`), flow series from the `.out` binary (via `swmmtoolbox`), geometry from the INP text or the SWMManywhere / SWMMCanada upstream layers.
| Rule | Value | |---|---| | Width | **89 mm** single column (default). **183 mm** double column only for the hydrograph, via `--width double`, when the series needs the room | | Max height | **170 mm** (maps take their height from the network's own aspect ratio) | | Body text | **5 pt min, 7 pt max**, sans-serif (Arial, Helvetica, Nimbus Sans, DejaVu Sans fallbacks) | | Lines / strokes | **0.25-1 pt** (axes 0.5, hydrograph 0.75, conduits 0.6, polygon edges 0.3, scale bar 1.0) | | Colour space | **RGB** | | Palette | Wong colour-blind-safe set (below) | | Output | vector **PDF** (the submission file) + **PNG at 450 dpi** (preview) with the same stem, written together by `save_figure` | | Text in the PDF | live, TrueType-embedded (`pdf.fonttype 42`), never outlined | | Units | SI only; every axis labelled with units in parentheses | | Title | none; titles belong to the surrounding document | | Rainfall axis | inverted (depth grows downward) so it never overlaps the flow series |
Black first, then in this order. Roles in this skill are fixed so the figures of one run read as one set:
| Name | Hex | Role here | |---|---|---| | Black | `#000000` | flow line; outfall markers (star, white edge) on both maps; conduits on the study-area map | | Orange | `#E69F00` |
Pre-1.0 · stable v0.9.4 · pip install aiswmm==0.9.4 · CHANGELOG Headaches from tedious model setup? Try our another project SWMMCanada, our automated model-building project: draw an area anywhere in Canada and get a ready-to-run SWMM model. Up and running now.
Repo: Zhonghao1995/agentic-swmm-workflow
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