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Get Started Free →Build, modify, and diagram SimBiology models — API reference, helper functions, and layout patterns. Use when constructing or editing models programmatically or visually.
.claude/skills/matlab-matlab-build-simbiology-model/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 214% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 603% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 292% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 158% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 179% | 0% |
API reference, helper functions, and patterns for building, modifying, and diagramming SimBiology models. Works in all MATLAB environments (desktop, headless, batch, remote). Diagram/layout features require the Model Builder app and are activated only when the user requests visual output.
matlab-simulate-simbiology-model)matlab-fit-simbiology-model)Run at the start of every session:
matlabaddpath(fullfile('<WORKSPACE_ROOT>', '.claude', 'skills', 'matlab-build-simbiology-model', 'scripts')); disp('Helper scripts added to path.')
Do NOT open the Model Builder by default. Open it when:
.sbproj file — use loadViaBuilder to preservediagram layout/styling (sbioloadproject loses this data)
A model is fully functional without a diagram — it can be simulated, fitted, and analyzed using only the model object on sbioroot.
Build models using addcompartment, addspecies, addreaction, etc. directly. This works in all environments: desktop, headless, batch, remote.
matlabmodel = sbiomodel('MyModel'); disp(model.uuid) comp = addcompartment(model, 'Central', 1); addspecies(comp, 'Drug', 100); addparameter(model, 'ke', 0.1); rx = addreaction(model, 'Central.Drug -> null'); kl = addkineticlaw(rx, 'MassAction'); kl.ParameterVariableNames = {'ke'};
For standard PK models (1- or 2-compartment with standard dosing and elimination), use references/pk-library-guidance.md as the reference for correct parameterization, naming, and rules. When no diagram is needed, call PKModelDesign directly. When the user requests a diagram, construct the model manually following the same PK library conventions but use addAndPositionCompartment for layout control (see Rule 8b).
The diagram renders arrows on products and plain lines on reactants (based on the forward direction of the reaction string). Writing a reaction backwards produces incorrect arrows even if the kinetics are equivalent.
matlab% CORRECT — L and R get plain lines, C gets an arrow addreaction(model, 'cell.L + cell.R <-> cell.C'); % WRONG — same kinetics but L and R get arrows (they're "products" now) addreaction(model, 'cell.C <-> cell.L + cell.R');
Guidelines:
A + B -> C (substrates on left, complex on right)Drug -> null (not null -> Drug)null -> mRNA (not mRNA -> null)Source.Drug -> Dest.Drug (source on left)Always reference species and reaction-scoped parameters by their qualified name. If any of the names are not valid MATLAB variable names, surround them with square brackets before building the qualified name.
CompartmentName.SpeciesName (e.g., Central.Drug, Peripheral.[Drug-bound])ReactionName.ParameterName (e.g., Elimination.ke)Qualification is always exactly one level deep — the immediate parent compartment only. Multi-level paths like Body.Central.Drug are invalid in reaction strings. This is never ambiguous because compartment names must be globally unique across the entire model (SimBiology enforces this regardless of nesting depth). So Central.Drug is always sufficient.
Compartment naming rules:
share a name even at different nesting levels
Body_Central (notnested compartments both named Central)
different compartments (disambiguated by Compartment.Species)
Value, Units, Constant)SimBiology objects (species, compartments, parameters) share a unified property interface. Always use the modern names:
| Modern | Deprecated (do NOT use) | Applies to | |--------|------------------------|------------| | Value | InitialAmount, Capacity | species, compartments, parameters | | Units | InitialAmountUnits, CapacityUnits, ValueUnits | species, compartments, parameters | | Constant | ConstantAmount, ConstantCapacity, ConstantValue | species, compartments, parameters |
matlabsp.Value = 100; % NOT sp.InitialAmount sp.Units = 'milligram'; % NOT sp.InitialAmountUnits sp.Constant = false; % NOT sp.ConstantAmount comp.Value = 1; % NOT comp.Capacity comp.Units = 'liter'; % NOT comp.CapacityUnits comp.Constant = true; % NOT comp.ConstantCapacity p.Value = 0.1; % NOT redundant, but never use p.ValueUnits or p.ConstantValue p.Units = '1/hour'; p.Constant = true;
sbioresetsbioreset does NOT close these apps, leaving orphaned windows:
matlabtry mb = SimBiology.web.desktophandler.getModelBuilder(); if ~isempty(mb) && isfield(mb,'webWindow') && isvalid(mb.webWindow), mb.webWindow.close(); end catch, end try ma = SimBiology.web.desktophandler.getModelAnalyzer(); if ~isempty(ma) && isfield(ma,'webWindow') && isvalid(ma.webWindow), ma.webWindow.close(); end catch, end pause(1); sbioreset;
The following rules apply ONLY when the user asks for a diagram or layout. Skip all of these for pure model construction.
Model size limit (precondition): Layout helpers bail out above 400 total blocks (species + reactions). For large models, skip automated layout — use simple grid positioning instead (reactions at midpoints of connected species).
a. Use addAndPositionCompartment for diagram layout
When building a diagram, use addAndPositionCompartment instead of raw addcompartment + setBlock — it atomically creates, positions, and validates each compartment.
matlab% speciesInfo: cell array of structs with .Name, .Value, .Position speciesInfo = { struct('Name', 'Drug', 'Value', 100, 'Position', [40, 30, 50, 16]); struct('Name', 'DrugBound', 'Value', 0, 'Position', [140, 30, 100, 16]) }; [comp, sp] = addAndPositionCompartment(model, 'Central', 1, [20, 20, 280, 80], speciesInfo); % sp is a SimBiology Species ARRAY — index with sp(1), sp(2), NOT sp{1}
b. Diagram build order
creates it. All simbio.diagram.* calls and addAndPositionCompartment will fail without this step.
[x y w h] positions for ALL compartments up front (leave 80 px gaps minimum)addAndPositionCompartmentrepositionAllReactions(model) then checkDiagramLayout(model) — fix until zero violationspositionAncillaryBlocks(model) — positions rule/parameter blocks in a grid to the rightc. Leave 80 px gaps between connected compartments
Inter-compartment reaction nodes (15×15) are placed in these gaps by repositionAllReactions. Without adequate gaps, reaction lines cross through compartment blocks. For compartments with many shared reactions (3+), increase to 120 px.
d. Post-placement validation is mandatory
After placing all blocks:
matlabrepositionAllReactions(model); results = checkDiagramLayout(model); if results.nTotal > 0 for i = 1:numel(model.Reactions) pos = computeSafeReactionPosition(model, model.Reactions(i)); simbio.diagram.setBlock(model.Reactions(i), 'Position', pos); end results = checkDiagramLayout(model); end positionAncillaryBlocks(model); % must run LAST, after all objects exist
e. Always use the safe-open pattern for the Builder
Never call simBiologyModelBuilder(model) without first checking isAppOpen('builder'). If open, close it, wait 2s, then reopen.
matlabif isAppOpen('builder') try mb = SimBiology.web.desktophandler.getModelBuilder(); if ~isempty(mb) && isfield(mb, 'webWindow') && isvalid(mb.webWindow) mb.webWindow.close(); end catch, end pause(2); end % If Analyzer is open, it already has a model loaded — open Builder % without an argument so it picks up the Analyzer's active model. % Passing a model argument when Analyzer is open can cause conflicts. if isAppOpen('analyzer') simBiologyModelBuilder(); else simBiologyModelBuilder(model); end
f. Never close the Builder to make modifications
The model handle is on sbioroot — all code works on the live model and updates the diagram in real time. Only close when the user explicitly asks.
scripts/)| Function | Signature | Purpose | |----------|-----------|---------| | getModelByUUID | model = getModelByUUID(uuid) | Look up model by UUID |
| Function | Signature | Purpose | |----------|-----------|---------| | addAndPositionCompartment | [comp,sp] = addAndPositionCompartment(model,name,cap,compPos,speciesInfo,Name=Value) | Create compartment + species and position atomically. sp is a Species array — index with sp(1), NOT sp{1}. Options: FontWeight ("bold"), TextLocation ("center"), Padding (20), AutoExpand (true), AutoFixPositions (true) | | checkDiagramLayout | results = checkDiagramLayout(model) | Containment + line-through-block + overlap checks | | computeSafeReactionPosition | pos = computeSafeReactionPosition(model,rxn) | Crossing-free reaction node position | | repositionAllReactions | nFixed = repositionAllReactions(model) | Batch-reposition all reactions (up to 3 passes) | | positionAncillaryBlocks | n = positionAncillaryBlocks(model) | Grid-position rule/parameter blocks to the right of compartments | | openLiveBuilder | openLiveBuilder(model) | Open Builder with safe-open pattern | | isAppOpen | tf = isAppOpen(appName) | Check if Builder/Analyzer is open | | loadViaBuilder | model = loadViaBuilder(filePath) | Load .sbproj preserving diagram | | saveViaBuilder | saveViaBuilder(filePath) | Save from Builder preserving diagram | | lineIntersectsRect | hit = lineIntersectsRect(x1,y1,x2,y2,rect) | Shared geometry helper (used internally by layout scripts) |
checkDiagramLayout outputmatlabresults.nTotal % total violations (must be 0 before presenting) results.nContainment % species outside parent compartment results.nLineThrough % connection lines through unrelated blocks results.nOverlap % blocks <10px apart
sbiomodel(name) — create model; model.uuid — unique IDsbioloadproject('file.sbproj') — returns a struct with the model name as field; extract dynamically:matlab proj = sbioloadproject('file.sbproj'); fn = fieldnames(proj); model = proj.(fn{1});
copyobj(model) — deep clone (does NOT copy diagram layout); verify(model) — check consistencysbioreset — clear all models (close apps first!)addcompartment(model, name, value)comp.Value, comp.Constant, comp.Units, model.Compartments'Dimensional analysis failed' errors at simulation/fit time.addspecies(comp, name, value)sp.Value, sp.Units, sp.BoundaryCondition, sp.Constantsp.Parent.Name — parent compartment; model.Speciesaddparameter(model, name, value) — model-scopedaddparameter(kineticLaw, name, value) — reaction-scopedp.Value, p.Units, p.Constant, model.Parametersaddreaction(model, 'A -> B') — forward; 'A <-> B' — reversiblekl = addkineticlaw(rx, 'MassAction'); kl.ParameterVariableNames = {'k1'} (or {'kf','kr'} for reversible)'Central.Drug -> Peripheral.Drug'addrule(model, 'x = expr', ruleType) — 'initialAssignment', 'repeatedAssignment', 'rate'or compartment with Constant = false. Create the parameter before the rule (not after as a fix — this ensures diagram blocks exist for layout): matlab p = addparameter(model, 'RO', 0); p.Constant = false; addrule(model, 'RO = Complex / (Target + Complex)', 'repeatedAssignment');
addevent(model, 'trigger', {'action1', 'action2'})must have Constant = false (parameters default to true): matlab p = sbioselect(model, 'Type', 'parameter', 'Name', 'kgrow'); p.Constant = false; addevent(model, 'Tumor.Cancer < 1e6', {'kgrow = kgrow * 0.5'});
sbiodose(name, 'schedule') / sbiodose(name, 'repeat').TargetName, .Amount, .Time, .Rate.TargetName, .Amount, .StartTime, .Interval, .RepeatCountadddose(model, d) / removedose(model, d)addobservable(model, name, expression) — use ./ and .* for element-wise ops'Drug ./ Vd'), add that parameter to StatesToLog — otherwise it logs as NaN. Observables themselves are auto-logged when their dependencies are present (do NOT add observables to StatesToLog — it only accepts species, parameters, and compartments).v = addvariant(model, name) then addcontent(v, {'type','name','prop',val})v.Content, getvariant(model, name)cs = getconfigset(model, 'active')cs.StopTime, cs.SolverType ('ode15s', 'ode45', 'sundials')cs.RuntimeOptions.StatesToLog — 'all' or handle arraysbioselect(model, 'Type', type, 'Name', name)'Reaction' property (not 'Name')matlabmodel = sbiomodel('MyModel'); disp(model.uuid) comp = addcompartment(model, 'Central', 1); addspecies(comp, 'Drug', 100); addparameter(model, 'ke', 0.1);
matlab% MassAction (always use qualified species names) rx = addreaction(model, 'Central.Drug -> null'); kl = addkineticlaw(rx, 'MassAction'); kl.ParameterVariableNames = {'ke'}; % Custom rate rx = addreaction(model, 'Central.E + Central.S <-> Central.ES'); rx.ReactionRate = 'kf*Central.E*Central.S - kr*Central.ES'; % Multi-compartment transfer rx = addreaction(model, 'Central.Drug -> Peripheral.Drug'); % Species with invalid MATLAB variable names rx = addreaction(model, 'Central.[Drug-bound] -> Central.[Drug-free]');
matlabdelete(sbioselect(model, 'Type', 'species', 'Name', 'Drug')); delete(sbioselect(model, 'Type', 'reaction', 'Reaction', 'Drug -> null')); removedose(model, model.Doses(1)); % doses use removedose, not delete
matlab% Bolus d = sbiodose('Dose', 'schedule'); d.TargetName = 'Drug'; d.Amount = 100; d.Time = 0; adddose(model, d); % Repeat dose d = sbiodose('RepeatDose', 'repeat'); d.TargetName = 'Drug'; d.Amount = 50; d.StartTime = 0; d.Interval = 8; d.RepeatCount = 3; adddose(model, d);
matlab% Event modifying a parameter — mark non-constant first p = sbioselect(model, 'Type', 'parameter', 'Name', 'ke'); p.Constant = false; ev = addevent(model, 'time >= 10', {'ke = ke * 2'}); ev.Name = 'EnzymeInduction'; % Event modifying a species (species default Constant=false — no extra step) ev = addevent(model, 'time >= 10', {'Drug = 50'}); ev.Name = 'RescueDose'; v = addvariant(model, 'HighDose'); addcontent(v, {'parameter','ke','Value',0.5}); obs = addobservable(model, 'DrugConc', 'Drug ./ Central');
save('mymodel.mat', 'model') / loaded = load('mymodel.mat'); model = loaded.model;Do NOT use sbiosaveproject (deprecated, requires base workspace hacks).
.sbproj): saveViaBuilder('name.sbproj') / loadViaBuilder(path) (requires Builder open)pause(2) → simBiologyModelBuilder(newModel)references/app-lifecycle-guidance.md for full switching/coordination patterns.Position = [x y width height] where (x, y) is top-left corner.
| Block Type | Default Size | Notes | |------------|--------------|-------| | Species | [50, 16] | Scale width: <=5 chars → 50, 6-12 → 100, 13+ → 130 | | Reaction | [15, 15] | | | Rule | [20, 20] | |
| Species Count | Size | Notes | |---------------|------|-------| | 1 | 160 x 100 | Single species, centered | | 2 (isolated) | 240 x 170 | Vertically stacked | | 2 (in chain) | 400 x 100 | Side by side | | 3-5 | 160+n*50 x 100+n*35 | Scale to content | | 6+ | 240+n*50 x 220+n*35 | Row layout, multiple rows if needed |
Internal padding: 30 px minimum on all sides.
Distribute species evenly in a horizontal row at y + height/2 - 8, with 40 px margin from compartment edges. Scale species width by name length: <=5 chars → 50, 6-12 → 100, 13+ → 130.
When a compartment has 2+ species that connect to different external compartments, order them so each species faces its connections. This prevents connection lines from crossing through sibling species.
edge, species connecting RIGHT on the right edge.
species connecting DOWN/RIGHT on bottom.
Lymphocyte (connects upper-left to Spleen). Put Lymphocyte on top and Neutrophil on bottom so lines don't cross.
Hard requirements:
Preferred placement:
| Model Type | Flow Direction | |------------|----------------| | PKPD | PD upper-left, PK lower-right | | Metabolic | Top-to-bottom | | PBPK | Circulation-based columns | | Simple PK | Left-to-right or diagonal |
Load on demand for detailed guidance:
references/layout-strategy-guidance.md — strategy selection, pre-build checklist, 7 recipesreferences/pbpk-layout-guidance.md — PBPK circulation and ACAT chain layoutsreferences/evacuation-procedure-guidance.md — 5-phase rearrangement for existing modelsreferences/api-cheatsheet-guidance.md — full simbio.diagram API (getBlock, setBlock, lines, clones)references/app-lifecycle-guidance.md — switching models, Analyzer coordinationreferences/diagram-styling-guidance.md — colors, fonts, cloning mechanicsreferences/pk-library-guidance.md — PKModelDesign for standard PK modelsCopyright 2026 The MathWorks, Inc.
Other measured skills in the registry, with their headline benchmark lift.