Chapters

A tutor that grows with the kid

Built with
Maya
age 7 Β· reading level 2 Β· loves dinosaurs
M
πŸ¦‰
Transcript Owl
⭐ 3/3πŸŽ’ 0.5kπŸͺ™ $0.01
vs
🦊
Chapters Fox
⭐ 3/3πŸŽ’ 0.7kπŸͺ™ $0.11
πŸŒ΄πŸ¦•πŸŒ‹πŸŒΏπŸ πŸ™πŸͺπŸ›°οΈπŸŒ΄πŸ¦•πŸŒ‹πŸŒΏRawTree0 archived factsπŸŒ‰Vowel teams masteredπŸ™Dinosaurs β†’ ocean🏰Up to level 3πŸš€Ocean β†’ space🌧️Tough patch: level 2🐸Break: vowel teams slipπŸ¦•Dinos are back Β· level 3πŸŒ€Silent e relapse1β˜…β˜…β˜…β˜…β˜…β˜…23456789101112131415161718192021222324252627282930πŸ“œπŸ¦‰0.5kMπŸ¦ŠπŸ““0.7k

The honest scorecard

β€” every number below is computed live from this run, over 30 sessions
Sessions with any mistake
πŸ¦‰ Owl
20
🦊 Fox
14
🦊 fewer β€” lower is better
Sessions with the wrong skill
πŸ¦‰ Owl
19
🦊 Fox
10
🦊 fewer β€” lower is better
Longest streak drilling the wrong skill
πŸ¦‰ Owl
12 sess
🦊 Fox
3 sess
🦊 fewer β€” lower is better
Longest streak on the wrong topic
πŸ¦‰ Owl
2 sess
🦊 Fox
1 sess
🦊 fewer β€” lower is better
Clearest single-session divergences (tap to jump):
Session 1Session 130

πŸ¦‰ Transcript Owl

Remembers everything, verbatim

βœ“ levelβœ“ topicβœ“ skill
Level 2dinosaursvowel teams

Maya reads about dinosaurs each day. She reads facts and sees big art of them. Today she reads about a dino team by the sea. A green dino ate leaves. Her name was Bean. She had a long neck and a long tail. A gray dino ate meat. His name was Coal. He could roar and leap! Rain fell on the sea. Bean and Coal ran to a cave to stay dry. "Wait!" said Bean. "A snail is in the rain!" Coal made a road with a leaf. The snail sailed to the cave. Safe! The rain went away. The sun came up. Bean ate leaves. Coal took a nap in the heat. Maya read the last page. She can see the dino team in her mind: Bean, Coal, and the snail on the leaf. Maya will read more facts each day. Dinosaurs are the best!

🦊 Chapters Fox

Remembers what matters now

βœ“ levelβœ“ topicβœ“ skill
Level 2dinosaursvowel teams

Maya and Dad take a trail to the museum. The sign reads: MEET THE DINOSAURS! A big beast stands in the hall. Its teeth are as long as Maya's arm. Its tail is like a road. "That is a meat eater," Dad says. Maya reads the sign. She says each word slow. Ea says /ee/. Ai says /ay/. Oa says /oh/. She sees a dino with a beak. She sees a dino with a green coat of scales. She sees eggs in a nest of leaves. A man in a lab coat waits by the last case. "Want to hold a real claw?" he asks. Maya nods. The claw feels cold. It feels heavy. Her cheeks glow. At home, Maya paints a dino on a sheet. She gives it a long tail and a wide beak. "I will be a dino hunter," she says. "I will dig and read and learn."

The tutor's mind

Hot state: the only memory in the Fox's prompt. Facts fade unless evidence re-confirms them.

Plan
New (non-repeat) level 2 dinosaur stories drilling vowel teams ea/ai/oa as single sounds, with a few silent_e words mixed in.
Reading level
Level 2
from s1: ~11% miss rate, no difficulty remarkconf 80%⏳6
Interest90%
dinosaurs
from s1: enjoyment 4, "I like this one"conf 80%⏳5
Skill55%
silent e
from s1 log: missed take, wide; but read like, case, home, cold fineconf 60%⏳4
Skill25%
vowel teams
from s1 log: trail, reads, eater, each, beak, real, read, waits, green, cheeks slow/missedconf 90%⏳5
Confusion
reads ea/ai/oa as two separate sounds
from s1: stalled on 'ai' cue line and ea wordsconf 80%⏳5
Recent books
The Dino Trail
so stories never repeat
This session's edits
  • ✎ vowel_teams β†’ 0.25 β€” s1 log: trail, reads, eater, each, beak, real, read, waits, green, cheeks slow/missed
  • + silent_e β†’ 0.55 β€” s1 log: missed take, wide; but read like, case, home, cold fine

Context in the prompt

tokens
511
Transcript
709
Chapters

Prompt tokens

per session

Cumulative cost

USD

Accuracy vs. real Maya

3-session avg

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