Fin Guru Learner Profile
- 13 installs
- 316 repo stars
- Updated August 1, 2026
- aojdevstudio/finance-guru
fin-guru-learner-profile is a skill that builds and manages learner profiles for Finance Guru teaching and onboarding using progressive, ADHD-aware questioning.
About
A skill that builds learner or client profiles for Finance Guru teaching and onboarding through progressive, one-at-a-time questioning. It captures financial literacy, learning preferences, risk tolerance, goals, and neurodivergent accommodations, then stores a compact profile to personalize teaching. A developer uses it to onboard a new learner without overwhelming them up front.
- Builds learner/client profiles through progressive questioning
- ADHD-aware pacing with Guided, Standard, and YOLO learning modes
- Captures literacy, risk tolerance, goals, and accommodations in under 200 tokens
Fin Guru Learner Profile by the numbers
- 13 all-time installs (skills.sh)
- Ranked #759 of 1,106 Finance & Trading skills by installs in the Skillselion catalog
- Data as of Aug 2, 2026 (Skillselion catalog sync)
fin-guru-learner-profile capabilities & compatibility
- Use cases
- planning
- Pricing
- Free
What fin-guru-learner-profile says it does
Build and manage learner profiles for Finance Guru teaching and onboarding. Progressive profiling with ADHD-aware assessment and personalized learning paths.
Never overwhelm with initial questions — progressive profiling only
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| Installs | 13 |
|---|---|
| repo stars | ★ 316 |
| Last updated | August 1, 2026 |
| Repository | aojdevstudio/finance-guru ↗ |
What it does
Build a progressive learner or client profile to personalize Finance Guru teaching and onboarding.
Who is it for?
Onboarding a new Finance Guru learner and capturing their literacy, goals, and pacing preferences.
Skip if: Automated financial analysis or trade execution.
When should I use this skill?
When onboarding a new learner or client to personalize teaching sessions.
What you get
A compact learner profile capturing literacy, risk tolerance, goals, and accommodations to personalize teaching.
- Learner profile
- personalized learning path
By the numbers
- 7 profile components
- 3 learning modes
- 200-token profile cap
Files
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
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What learning modes does it support?
Guided (ADHD-friendly, 2-3 minute chunks), Standard (balanced pacing), and YOLO (fast-track for experienced learners).
How is the profile kept efficient?
The learner profile is capped at a maximum of 200 tokens for context efficiency, and defaults to guided mode for new learners.