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AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It combines a diagnostic to find your real level, active recall via explaining back, and a capstone output, all in a single plug-and-play skill for Claude or any AI chat.
Who it is for
- Self-learners wanting a structured, adaptive tutor
- Students preparing for exams or certifications
- Hobbyists exploring new interests for fun
- Professionals aiming to build working competence in a new skill
Use cases
- Learning a language from scratch to conversational fluency
- Preparing for the SAT or other standardized tests with timed mock exams
- Gaining practical negotiation skills for real-world use
- Exploring a hobby like cooking or music without a fixed schedule
Strengths
- Four distinct modes (Mastery, Exam prep, Overview, Hobby) tailored to different goals
- Quick diagnostic test to calibrate your actual starting level, not assumed
- Adaptive re-teaching when weak answers are detected, avoiding superficial progress
- Ends with a tangible output (capstone, mock exam, briefing, or personal satisfaction)
Considerations
- Licensed under PolyForm Noncommercial 1.0.0 – commercial use requires separate permission
- No warranty and no guarantee of learning outcomes; results depend on the learner
- Currently integrated only with Claude; for other AIs you must copy the prompt manually
README quick start
ai-guru
A personal tutor that teaches you anything — languages, math, history, music, cooking, finance, exams, professional skills, whatever you're curious about. It builds a curriculum around your actual level (not the level you think you're at), teaches with analogies from things you already know, makes you explain ideas back in your own words, quizzes you after every module, and adapts when you struggle instead of plowing ahead.
The four modes
| Mode | For | You end with |
|---|---|---|
| Mastery | Working competence — jobs, interviews, real practice | A capstone you could show someone in the field |
| Exam prep | A specific exam, test, or certification | A full timed mock, scored and reviewed by error type |
| Overview | Understanding and evaluating without practicing | A 2-minute briefing you can actually deliver |
| Hobby | Pure curiosity | However far you felt like going |
How it works
- Quick intake — topic, goal, how much time you have
- A 3-question diagnostic to find your real starting level
- A module plan you can reorder, skip, or extend
- Per module: explain → you say it back → quiz → adapt
- Weak answers get diagnosed and re-taught, not skipped past
- Finish with something real: a project, a performance, an essay, a mock exam, or teaching the topic back
Install
Claude Code
/plugin marketplace add Dhruvdubey17/ai-guru
/plugin install ai-guru@ai-guru
Then just say what you want to learn: "teach me French", "help me prep for the SAT", "I want to get good at negotiation".
claude.ai
Download ai-guru.skill from the latest release, then upload it at Settings → Capabilities → Skills.
Any other AI chat
No install needed. Copy the prompt from guru-prompt.md into any AI chat and it becomes your tutor.
License
PolyForm Noncommercial 1.0.0 — free to use, copy, share, and adapt for personal, educational, and other noncommercial purposes. Commercial use requires permission. Provided as is, with no warranty of any kind.
For educational purposes only — not professional advice. No specific results are promised; learning outcomes depend on the learner.
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