gsd-profile-user

Personalize Claude by generating a developer behavioral profile from prior session signals or a questionnaire. The tool outputs Claude-discoverable personalization artifacts, including USER-PROFILE.md and CLAUDE.md preference sections, to adapt assistant responses to your working patterns.

A developer behavioral profile captures your communication style, decision preferences, and working patterns. It configures an AI assistant by writing deterministic artifacts like USER-PROFILE.md, allowing the assistant to adapt its behavior across multiple projects and runtimes.

You can generate personalization artifacts without sufficient session data by using a questionnaire fallback. The tool performs session sufficiency checks and automatically transitions to the questionnaire path to ensure a developer profile is still created.

Create a CLAUDE.md section for dev preferences by running the profile generation task. It analyzes your session activity or questionnaire responses and deterministically writes the preference sections into your CLAUDE.md file for future AI interactions.

You must provide explicit consent before session analysis occurs for developer profiling. The tool uses consent gating to ensure you control whether session activity is scanned or if only the questionnaire fallback path is used.

Limitations for AI assistant configuration via session signals include data sufficiency requirements. If prior sessions lack enough behavioral insights, the tool falls back to a questionnaire, and you must manage consent gating before any session analysis begins.