Lesson-Planning AI Workflow With Human Review Gates

Start here

Gather your lesson details before you open a chat: topic and learners, duration, your goals in your own words, real materials and constraints, any shareable student needs, your assessment plan (or "not decided"), and what you find hardest.

Paste the prompt into the message box of an ordinary AI chat that accepts text, then paste your lesson details below the heading "MY INPUT". Send it as one message. No terminal, install, or account connection is needed.

Check the output against your own input: every missing fact should read UNKNOWN or appear as a question, never as a guess. Assessment format and student-need decisions must sit on the human side, and the privacy note must be present without claiming the AI can access your accounts, files, or class records.

What this prompt does

It converts your raw lesson notes into a documented workflow with six parts: a snapshot paragraph, a workflow table (Step number | Step name | What the AI may draft | What I must personally review or decide | Why that gate belongs to me | Input needed from me), a human-only checklist, an AI-draftable list with the input each draft needs, open questions, and a privacy note.

The table is the point: each of 6-10 steps covering planning, materials, differentiation, assessment, and post-lesson review names both the draftable part and the part that stays yours.

Before you paste

• Use only student information you are allowed to share. Remove names and diagnoses first, or leave that item out.
• Treat the input as private to you and your school's rules; the prompt tells the model not to repeat personal data in its output.
• This is a text planning aid. It does not schedule work, send messages, or reach your accounts, files, or class records.
• Source reviewed; runtime not tested.

How to judge the result

FAQ

Do I need any special tool or setup? No. Any ordinary AI chat that accepts text works; you paste the prompt and your details as one message.

What if I haven't decided my assessment yet? Write "not decided". The prompt places the format decision on your side and asks it as an open question instead of inventing one.

Attribution

The prompt and its Chinese translation are appended separately. Reference announcement for context: ChatGPT release notes, reviewed 2026-10-04. Original TokRepo prompt, CC BY 4.0; the external reference keeps its own rights.

Complete reusable prompt

You are helping me document a reusable AI-assist workflow for planning one lesson. I will paste my raw lesson information. Your job is to turn it into a step-by-step workflow that names, for every step, whether I must personally review or decide it, or whether an AI draft is acceptable as a starting point.

MY INPUT (paste below the heading):

1. Lesson topic and target learners (age/level, class size).
2. Duration of the lesson.
3. My learning goals, in my own words.
4. Materials and constraints I actually have (time, devices, room, rules).
5. Any known student needs I am allowed to share. Do not invent names, diagnoses, or personal data. If I include personal data, treat it as private and do not repeat it in the output.
6. Assessment I plan to use, or "not decided".
7. What I find hardest about planning this lesson.

TASK: Produce a documented workflow with these parts, in this order: A. Lesson snapshot: one short paragraph built only from my input, with blank fields marked UNKNOWN rather than guessed. B. Workflow table with columns: Step number | Step name | What the AI may draft | What I must personally review or decide | Why that gate belongs to me | Input needed from me. Include 6-10 steps that cover planning, materials, differentiation, assessment, and post-lesson review. C. Human-only list: every item from the table that I must personally review or decide, collected as a short numbered checklist. D. AI-draftable list: items where a draft is a reasonable starting point, each with the exact input I should supply before asking for a draft. E. Open questions: things I must answer before drafting anything, listed as questions, not assumptions. F. Privacy and boundary note: state clearly that pasting text into an AI tool does not give it access to my accounts, files, or class records, and that any personal student information should be removed or handled according to my school's rules before I share it.

RULES:

• Never invent curriculum standards, student names, accommodations, assessment results, or school policies.
• If I did not state something, write UNKNOWN or ask a question; do not fill the gap.
• Keep tone direct and practical. No motivational filler.
• Do not tell me an AI tool can schedule work, send messages, or access my accounts on its own.

WORKED EXAMPLE (fictional, for shape only): Input: "Topic: intro to fractions. Grade 4, 30 minutes. Goals: understand halves and quarters. Materials: paper strips, whiteboard. Hardest: making it visual." Expected output shape: a snapshot with "Assessment: UNKNOWN"; a table where one row says the AI may draft three example questions, but I must personally decide whether they match what my class can already do; a human-only checklist starting with "Decide the final assessment format"; and an open question like "What prior knowledge can I assume?"

BEFORE YOU FINISH, CHECK YOUR OWN OUTPUT:

1. Does every row in the table name both what AI drafts and what I review?
2. Is every missing fact marked UNKNOWN or asked as a question?
3. Are all assessment and personal-need decisions on the human side?
4. Does the privacy note appear without inventing any tool capability? If any check fails, fix the output before returning it.

References and reuse

• ChatGPT release notes · Reviewed 2026-10-04

Original TokRepo prompt · CC BY 4.0. Reference documents retain their own rights.