Profile User (Grade A) logo

Profile User (Grade A)Security-tested development skill for Claude AI. Grade A. Analyze Claude Code session history to generate a developer behavioral profile across 8 dimensions.

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

The Profile User (Grade A) tool analyzes Claude Code session history to generate a developer behavioral profile across 8 dimensions. It's designed for security-tested development skills and provides insights into a developer's behavior, work style, and preferences. The tool can operate in two modes: session analysis mode, where it analyzes recent session logs, and questionnaire fallback mode, where it uses a short interactive questionnaire if insufficient session data exists. The profiling process involves checking configuration, locating session logs, and then either analyzing the sessions or launching a questionnaire. The output is a .planning/USER-PROFILE.md file with actionable insights.

Key features

  • Analyzes communication style, decision speed, debugging approach, UX philosophy, code style, review thoroughness, risk tolerance, and domain expertise
  • Operates in two modes: session analysis and questionnaire fallback
  • Generates a .planning/USER-PROFILE.md file with actionable insights

Pricing

Model
Free
Category
Skills
Rating
No reviews yet

Use cases

Developer Onboarding

New developers can be profiled to understand their work style, preferences, and areas for improvement, facilitating personalized onboarding experiences.

Team Dynamics Analysis

By profiling multiple developers, teams can gain insights into collective dynamics, identify potential bottlenecks, and optimize collaboration strategies.

Personalized Coaching

Developers can receive tailored coaching and mentorship based on their profile, focusing on specific areas such as debugging approaches or code style improvements.

Pros & Cons

Pros

  • Provides detailed insights into developer behavior across multiple dimensions
  • Can operate with minimal user input if sufficient session data exists
  • Offers a fallback mode for situations with limited session data

Cons

  • Requires access to Claude Code session history, which might raise privacy concerns
  • The accuracy of the profile depends on the quality and quantity of session data
  • Might not be effective for developers with very sporadic or limited use of Claude Code

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Q&A

Is there a learning curve to using Profile User?

No special training is required; you simply run the tool in session analysis mode or let it launch the questionnaire. The output is a ready‑to‑use Markdown file with actionable insights.

Asked by Amos Fältskog · Oct 17, 2025

Can the resulting USER-PROFILE.md be integrated into other project management tools?

The profile is output as a plain Markdown file (.planning/USER-PROFILE.md), which can be easily imported or referenced in project docs, code repositories, or any tool that supports Markdown rendering.

Asked by Elena Rossi · Oct 11, 2025

What happens if a developer has very few session logs?

If the log data is insufficient, the tool switches to a questionnaire fallback mode, prompting you with a brief interactive questionnaire to gather the necessary information for profiling.

Asked by Wei Chen · Oct 2, 2025

How does the Profile User tool handle privacy when accessing Claude Code session history?

The tool reads only the session logs stored locally in your Claude Code workspace. No external transmission occurs, but you should ensure that any sensitive data is protected or omitted from the logs before profiling.

Asked by Linda Petersen · Sep 29, 2025

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