qualtrics-assessment

Qualtrics survey creation with objective traceability is automated by validating assessment plans, enforcing objective mappings, and emitting structured results. You prepare a YAML assessment plan and run the orchestration script to generate the survey and questions.

Objective-to-item traceability in assessment design maps individual survey questions directly to specific learning objectives. This skill enforces strict objective mappings during survey generation to ensure every question serves a measurable purpose and simplifies auditing.

Yes, a QualtricsClient dependency is required to deploy automated assessments. The orchestration layer uses this client alongside a YAML style guide configuration to apply default styles, validate plans, and generate surveys with deterministic outputs.

Yes, you can use YAML to configure style defaults for Qualtrics question generation. The skill reads style configuration from state/config/style_guide.yaml to drive default formatting and enforce validation rules across the generated survey items.

Automated Qualtrics assessment validation produces a structured summary output containing the survey_id, created_question_ids, and objective_trace. This format is specifically designed for reviewer handoff and governance auditing.

The best way to validate assessment plans before deploying to Qualtrics is using an orchestration layer that checks objective mappings and applies style configurations. This ensures deterministic outputs and prevents inconsistent survey deployment.