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AI agent for preschool teachers

Early Literacy Skills Tracker Agent

Every child's literacy progress is current, and stalled children get a targeted next step.

Early Literacy Skills Tracker Agent: what goes in, what the agent does and what you get

What it does

Some children get letter and rhyme practice every day while quieter ones go weeks without anyone noting their progress. This agent reads your observation notes and updates each child's skill record for letters, sounds and rhymes. It finds children who have stalled, for example no new letters in three weeks, and chooses small-group activities for the next week that fit their level. A week later it checks the new notes to see whether progress followed and changes the group if it did not. Edge case: a child who is absent for two weeks is not marked as stalled, and the agent flags the gap instead. The teacher approves groups and notes.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedYes, continueNoNo 1 STARTS WHEN Weekly observation notes added 2 USES A TOOL Read notes and update each child's skill record 3 DOES Find children with no new skills in 3 weeks ofattendance 4 CHECKS THE RESULT Is the child present enough to judge progress? If not: flag the attendance gap and skip the child. Backto step 3. 5 DOES Group stalled children by the next skill needed 6 DOES Choose small-group activities for the week 7 YOU APPROVE Teacher approves groups and notes 8 USES A TOOL Read next week's notes for these children 9 CHECKS THE RESULT Did the children show new progress? If not: change the activity or group and note why. Backto step 5. 10 RESULT Updated skill tracker and next week's groups
Read the steps as a list
  1. Weekly observation notes added
  2. Read notes and update each child's skill record
  3. Find children with no new skills in 3 weeks of attendance
  4. Is the child present enough to judge progress?If not: flag the attendance gap and skip the child. Back to step 3.
  5. Group stalled children by the next skill needed
  6. Choose small-group activities for the week
  7. Teacher approves groups and notesThe agent waits here for your OK.
  8. Read next week's notes for these children
  9. Did the children show new progress?If not: change the activity or group and note why. Back to step 5.
  10. Updated skill tracker and next week's groups

How it decides

It marks a child as stalled when no new skill is observed in 3 weeks of attendance, and groups children by the next skill they need.

  • Stalled means no new skill in 3 weeks of attendance.
  • Group at most 4 children per skill.
  • Change the activity after 2 weeks without progress.
  • Absences over 5 days pause the stall count.

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Skills tracked
  • Stall limit (default 3 weeks)
  • Group size
  • Activity bank
  • Review day

What keeps you in control

It always asks you first

  • Group assignments
  • Any note shared with parents

Hard limits

  • Do not label children in notes shared with parents.
  • Do not diagnose learning problems.

It stops when

  • Done: all children have current records and a next step
  • Stop: notes are missing for more than 5 children, so the agent asks the teacher

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensThe tracker shows five children with no new letters in three weeks. One was out for ten days, so the agent skips her and flags the gap. The other four get a small group working on s, m and t. Next week's notes show two moved on and two did not, so the agent swaps the activity for those two. Ms. Reyes approves.

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