---
name: Learner Profile
slug: learner-profile
category: AI Engineering
description: Learner Profile builds progressive learner and client profiles for Finance Guru onboarding and teaching. It captures skill level, goals, preferences, and ADHD-friendly accommodations to personalize sessions.
github: "https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-learner-profile"
language: Python
stars: 318
forks: 109
install: "npx degit https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-learner-profile ~/.claude/skills/fin-guru-learner-profile"
installs_to: ~/.claude/skills/fin-guru-learner-profile
source_path: .claude/skills/fin-guru-learner-profile/SKILL.md
collection_size: 17
category_size: 2793
collection_url: "https://dirskills.com/collections/AojdevStudio/Finance-Guru"
added: 2026-09-03T06:03:33.889Z
last_synced: 2026-09-03T06:03:33.889Z
canonical_url: "https://dirskills.com/skills/learner-profile"
---

# Learner Profile

Learner Profile builds progressive learner and client profiles for Finance Guru onboarding and teaching. It captures skill level, goals, preferences, and ADHD-friendly accommodations to personalize sessions.

**Install:**

```bash
npx degit https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-learner-profile ~/.claude/skills/fin-guru-learner-profile
```

## README

# Learner Profile Skill

Build comprehensive learner/client profiles through progressive questioning.

## Profile Components

1. **Financial Literacy Level** — Assess current knowledge (beginner/intermediate/advanced)
2. **Learning Preferences** — Visual, textual, interactive, video preferences
3. **Risk Tolerance** — Conservative, moderate, aggressive assessment
4. **Investment Goals** — Short-term, medium-term, long-term objectives
5. **Time Constraints** — Available learning time, session preferences
6. **Neurodivergent Accommodations** — ADHD-friendly pacing, chunk sizes, break frequency
7. **Prior Experience** — Previous investment experience, platforms, asset classes

## Learning Modes

| Mode | Description | Pacing |
|------|-------------|--------|
| Guided | ADHD-friendly: 2-3 min chunks, frequent check-ins, break prompts | Slow |
| Standard | Balanced pacing with examples, moderate check-ins | Medium |
| YOLO | Fast-track for experienced learners, minimal interruptions | Fast |

## Workflow

1. Greet warmly and explain profiling purpose
2. Ask questions one at a time, building understanding progressively
3. Adapt question depth based on responses
4. Store profile context (max 200 tokens for context efficiency)
5. Use profile to personalize teaching sessions and onboarding

## Requirements

- Never overwhelm with initial questions — progressive profiling only
- Default to guided mode for new learners
- Explain clearly why each piece of information matters
- Ensure all clients understand Finance Guru is educational-only
- Learner profile max 200 tokens for context efficiency