participant-learning-profile

You can aggregate learner profiles into a cohort map by processing case participation, homework, and self-assessment inputs. The Skill generates a cohort history with an audit trail, providing aggregate group insights for analysis alongside individual participant cards.

Yes, you can update individual participant cards using batch processing for lectures and workshops. The Skill supports batch handling of transcripts and course context, applying ongoing data to maintain profile evolution history and standardized outputs.

The Skill distinguishes itself by combining individual participant profile creation with aggregate cohort mapping. Unlike basic transcript analysis, it maintains an audit trail and profile evolution history by processing case participation and self-assessment data for comprehensive cohort insights.

The learner profile generation works without external dependencies, operating independently to process transcripts, chat logs, and tasks. It can be called from process-lecture workflows or run separately to handle participant identity and self-assessment data for profile updates.