Generate requirement drafts

Generate Requirement Drafts

Generate draft requirements from Simulink models using the richest artifact the environment supports. All outputs are drafts requiring human review and approval before baselining.

When to Use

• Drafting or updating requirements from a Simulink model
• Creating .slreqx or .yaml requirements artifacts
• Establishing model-to-requirement traceability

When NOT to Use

• Importing requirements from an existing source of truth (ReqIF, DOORS, Word, Excel) — use Requirements Toolbox import APIs directly
• Writing or running tests — use the testing-simulink-models skill
• Free-form prose notes with no saved artifact
• User explicitly wants a different text format (markdown, Word)

Output Conventions

• Default file names: <Model>_Requirements.slreqx or <model>_requirements.yaml
• Stable IDs: REQ_<SYSTEM>_001, REQ_<SYSTEM>_002, …
• Follow repo conventions if .slreqx or .yaml files already exist
• When updating an existing artifact, preserve existing IDs — append new IDs, never renumber
• Every generated requirement must be marked as draft — use "draft" in Keywords (slreq) or status: Draft + keywords: [draft] (YAML)

Writing Good Requirements

Requirements must express behavioral intent (WHAT the system shall do), not restate model topology (HOW it is implemented). Put the WHY in Rationale. Use EARS (Easy Approach to Requirements Syntax) patterns:

EARS Patterns

Choose the pattern that best fits the model behavior:

Pattern	Template	When to Use
Ubiquitous	The <system> shall <response>.	Always-on behavior, invariants
Event-driven	When <trigger>, the <system> shall <response>.	Triggered subsystems, Stateflow transitions, input events
State-driven	While <state>, the <system> shall <response>.	Stateflow states, mode-dependent behavior
Unwanted behavior	If <condition>, then the <system> shall <response>.	Error handling, safety limits, saturation
Optional feature	Where <feature>, the <system> shall <response>.	Variant subsystems, configurable features
Combined	While <state>, when <trigger>, the <system> shall <response>.	State + event combinations

Examples — Model Concepts to EARS Requirements

❌ Bad — restates implementation	✅ Good — EARS pattern
"Saturation block limits output to [0,1]"	"If throttle command exceeds ThrottleMax (1.0) or falls below ThrottleMin (0.0), then the controller shall clamp the output to the valid range."
"BrakeLogic subsystem disengages controller"	"When brake pedal input exceeds BrakeThreshold (0.0), the controller shall disengage cruise control."
"Gain block multiplies by 2.5"	"While cruise control is active, the controller shall amplify speed error by Kp (2.5) to compute proportional correction."
"Stateflow chart transitions to Idle"	"When the driver presses the off button, the system shall transition to the Idle state."
"Variant subsystem selects Algorithm A"	"Where the adaptive mode is enabled, the controller shall use the predictive algorithm."

Rules

• Write requirements using EARS patterns — pick the pattern that matches the model behavior
• Use block/subsystem names only in Rationale or provenance notes, not in the requirement Summary
• When referencing a numeric value, include the workspace variable name and resolved value: VarName (value). If the model uses a literal with no variable, record the numeric literal directly
• Put the WHY in Rationale, not in the requirement statement
• One subsystem may support zero, one, or several behavioral requirements — don't force a 1:1 mapping

Backend Decision Gate

Choose once at the start, then stay on that path.

Situation	Backend
User explicitly asks for .slreqx, traceability views, or repo already uses .slreqx	Requirements Toolbox — if probe fails, inform the user that Requirements Toolbox is unavailable; do NOT silently fall back
User explicitly asks for .yaml, or repo already uses .yaml requirements	Structured YAML
No format specified — probe for Requirements Toolbox	Requirements Toolbox if probe succeeds
No format specified and probe fails	Structured YAML (silent fallback is OK here since user had no preference)

Probe (run via evaluate_matlab_code):

hasSlreq = ~isempty(which('slreq.new'));
if hasSlreq, try, slreq.find(Type="Link"); catch, hasSlreq = false; end, end
disp(hasSlreq)

Workflow

1. Understand the model — use model_overview and model_read to understand subsystems, interfaces, control logic.

2. Extract parameters — use model_query_params / model_resolve_params for thresholds, gains, sample times that should appear in requirement text. Record both variable names and resolved values.

3. Build a capture table (backend-neutral):

   Id	ParentId	Summary	Description	SourceBlock	Rationale	ASIL	Priority	Keywords

4. Run the backend path (A or B below).

5. Review using the gate below.

Path A — Requirements Toolbox (.slreqx)

Use when probe succeeds. For full API patterns see references/slreq-patterns.md.

model = "CruiseControl";
load_system(model);
rs = slreq.new(model + "_Requirements");

% Add requirements with hierarchy — note behavioral "shall" statements
req = add(rs, Id="REQ_CC_001", ...
    Summary="If throttle command exceeds ThrottleMax (1.0) or falls below ThrottleMin (0.0), then the controller shall clamp the output to the valid range.", ...
    Description="Derived from CruiseControl/ThrottleCmd.");
req.Rationale = "Prevents invalid actuator commands that could damage the throttle body.";
req.Keywords = ["draft","auto-generated","control","safety"];

child = add(req, Id="REQ_CC_002", ...
    Summary="When brake pedal input exceeds BrakeThreshold (0.0), the controller shall disengage cruise control.", ...
    Description="Derived from CruiseControl/BrakeLogic.");
child.Keywords = ["draft","auto-generated","safety","brake"];

% Create traceability links: use block handle from SID (blk_X → X) for robustness
lnk = slreq.createLink(Simulink.ID.getHandle(model + ":5"), req);
slreq.createLink(Simulink.ID.getHandle(model + ":8"), child);

save(rs);
% Save all link sets
linkSets = slreq.find(Type="LinkSet");
for i = 1:numel(linkSets), save(linkSets(i)); end

Link rules:

• Source = model element, destination = requirement → link type is automatically Implement
• Prefer subsystem-level links; use block-level only when the requirement is block-specific
• Every model-derived requirement must have at least one traceability link
• The model must be loaded (load_system) before creating links with block paths

Path B — Structured YAML fallback

Use when Requirements Toolbox is unavailable. For schema and field rules see references/yaml-requirements.md.

1. Generate a <model>_requirements.yaml file from the capture table
2. Set status: Draft and include draft in keywords for every requirement
3. Self-review: all required fields set, asil/status/priority use valid values, IDs sequential, derived_from references valid IDs or is null
4. Validate:

python -c "import yaml, sys; yaml.safe_load(open(sys.argv[1])); print('OK')" path/to/requirements.yaml

Guardrails

Always	Never
Mark every generated requirement as DRAFT	Emit markdown or ad hoc text when .slreqx is available and no text format was requested
Write requirements using EARS patterns	Restate block topology as the requirement summary
Include parameter name + value: VarName (value)	Create both .slreqx and .yaml unless user asks for both
Link direction: model element → requirement	Reverse the link direction (requirement → block)
load_system before creating traceability links	Over-link every primitive block — prefer subsystem links
Use only R2023a+ APIs	Silently fall back to YAML when user explicitly requested .slreqx
Stay consistent with existing repo format	Renumber existing requirement IDs on regeneration

Review Gate

Before finishing, verify (both backends):

• Every requirement has Id, Summary, and Description
• Every requirement is marked as DRAFT (via Keywords or status field)
• Summaries use EARS patterns, not block-topology restatements
• Numeric values include parameter name + value where a workspace variable exists
• IDs are stable and sequential; existing IDs preserved on regeneration

slreq path only:

• Model-derived requirements have a traceability link to the source model element
• Link direction is model element → requirement (not reversed)
• Subsystem-level linking preferred over block-level
• Requirement set and all link sets are saved

YAML path only:

• File parses without errors
• asil and priority use valid enum values (or Unset when unknown)

References

• references/slreq-patterns.md — Requirements Toolbox API cookbook
• references/yaml-requirements.md — Structured YAML schema and field rules
• references/examples/slreq_from_model.m — End-to-end slreq example
• references/examples/requirements.yaml — Structured YAML example

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