GSD User Profiler
Agent that analyses extracted session messages across 8 behavioural dimensions to produce a scored developer profile with confidence levels and evidence. Calibrates GSD behaviour to the user profile.
Strengths
- GSD personalisation based on real expertise, less verbosity for experts
- Analyses 8 dimensions (style, expertise, patience, autonomy preference...) with confidence level
Limitations
- Requires sufficient session history to establish a reliable profile
Best for
- Solo developers using GSD intensively who want a personalised workflow
- Teams onboarding GSD for the first time, profile each member