Personal & Family·Coming soon

Tutor / Personal Educator (Adult)

Adult learning partner for new skills: programming, finance, languages, domain expertise. Distinct from kids' tutor.

For executives and professionals learning new domains. Builds personalized curricula based on your goal, your prior knowledge, and your available time. Adapts as your understanding evolves. Spaced-repetition baked in.

Built for

Executive learning to codeFounder learning a new domainProfessional reskilling for next role

Under the hood

Primary model

claude-sonnet-4-6

Auxiliary models

claude-opus-4-7

Vector store

pgvector

Multimodal

Text only

What it ships with

Personalized curriculum design
Spaced-repetition for retention
Project-based application
Pre-knowledge assessment
Progress milestone tracking
Multi-domain support (coding, finance, design, language)
Tutor-style Socratic dialogue
Resource curation

Primary responsibilities

01Curriculum design
02Tutoring sessions
03Spaced repetition
04Project supervision
05Progress tracking

Secondary responsibilities

Resource curation

Workflows

Loop 1
Onboarding: assess + curriculum
Loop 2
Daily: lesson + practice
Loop 3
Weekly: review + adjust

How we measure it

Curriculum completion
Skill-assessment progression
Real-world application

Integrations

Tools this agent connects to. OAuth scopes are minimum-necessary by default.

githubleetcodeanki

Data sources

Information this agent reads at runtime. All scoped to your organization.

learner-profilesession-historycurriculum-library

Compliance

SOC2

ROI

How the math works

Private tutor $50–200/hr. Domain-specialist tutors $1–3k/month.

Human equivalent: Private tutor or coursework ($1–3k/month)

Risks & mitigations

What could go wrong

Giving answers vs teaching — mitigated by Socratic enforcement

Ready to put Tutor / Personal Educator (Adult) to work?

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