Operator Agent Skills

The Design Engineer Era

Source-grounded pack with Behavioral Product Design, Decision Prototype, and Design Engineer Operating Model, plus 2 more.

Use this pack when

Choose this pack when the work touches The Design Engineer Era and you need a bounded workflow with explicit inputs, a defined output, and human review gates.

Included workflows

Choose the job in front of you.

5 source-grounded skills. Load one workflow at a time.

Behavioral Product Design

Use this workflow when a digital product flow must be specified as working behavior across states, transitions, permissions, feedback, latency, errors, recovery, real content, accessibility, and reversibility before surface polish or engineering commitment.

Output Return a behavioral design specification with:

Decision Prototype

Use this workflow when a costly product disagreement or uncertain interaction needs a narrow working prototype with believable data, timing, states, and constraints to produce evidence and change a decision before full implementation.

Output Return a decision prototype brief with decisionquestion, scopeandfidelity, prototypeplan, testprotocol, evidence, decision, and learningarchive, each including assumptions, limits, owner, and date.

Design Engineer Operating Model

Use this workflow when a product organization must define, hire, manage, or audit a design engineer role that owns experience as shipped across behavioral design, prototyping, implementation collaboration, systems, and craft sign-off without becoming an impossible catch-all.

Output Return a design engineer operating model with qualityleakaudit, rolecharter, decisionrightsandboundaries, hiringloop, onboardingandcadence, scorecardandcareer, and repairplan.

Design System Infrastructure

Use this workflow when repeated interface debates, component drift, inaccessible local fixes, or unused design-system guidance must become aligned coded behavior, stronger defaults, explicit exceptions, and reusable product infrastructure.

Output Return a design-system infrastructure plan with systemsignals, patternspecification, artifactcodealignment, adoptionandmigration, exceptionregister, and successmeasures.

Shipped Craft Review

Use this workflow when a working digital product or AI-generated interface needs evidence-based experience sign-off across behavior, content, responsiveness, accessibility, performance, states, interaction feel, system fit, and release risk.

Output Return a shipped craft review with releasebar, testmatrix, findings, aioutputreview, releasedisposition, and debtregister, including evidence, severity, owner, acceptance test, and recheck date.

Human review

Keep consequential decisions explicit.

These workflows structure analysis and artifacts; they do not authorize autonomous external, personnel, financial, legal, security, or other high-impact action.

Source and files

Grounded in the complete The Design Engineer Era series.

10 source essays · 5 usable skills · reviewed Jul 2026

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Start with a weekly briefing, add daily notes, or hear only when a durable essay or library update is ready.

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