training-flw-guide-eval

Evaluate field worker training guides by grading them against deployed CommCare app flows using a 5-dimension weighted rubric that scores step concreteness, error recovery, screenshot completeness, language accessibility, and flow ordering to ensure first-time workers can complete visits without external support.

An effective field worker training guide provides concrete steps, comprehensive error recovery coverage, complete screenshots, accessible language, and correct flow ordering fidelity matching the deployed app, ensuring naive workers can complete end-to-end visits independently without external support.

Grade CommCare training guides by simulating a naive first-time worker with only the guide to complete tasks, applying hard-gate failure rules for critical gaps and producing a structured verdict YAML with weighted dimension scores and surfaced severity issues.

Yes, you can validate training guides before deployment by applying a rigorous standardized grading framework that checks accessibility constraints and error recovery requirements, generating scored dimensions and failure flags to catch gaps before field workers encounter them.

Check field worker training guide quality across five dimensions: step concreteness, error recovery coverage, screenshot completeness, language accessibility, and flow ordering fidelity, with hard-gate failure rules flagging critical gaps that would block task completion.

Field worker onboarding guides fail when they lack step concreteness, miss error recovery coverage, have incomplete screenshots, use inaccessible language, or deviate from deployed app flow ordering, leaving first-time workers stranded during real visits without external support.