Hand the boring work to an agent|INEMA.CLUB-PRO

Lesson 7 · 15 min

Light model for routine work, top model for the hard stuff

You don't call your most experienced business partner to copy a spreadsheet. Models work the same way: the light model is fast and uses less of your plan, and it handles routine work; the top model thinks more slowly and is for the big plan, the hard problem, and anything that could cost a lot. The routing rule spells this out once.

Start the lesson
Two desks side by side: a smaller white humanoid robot sorts simple papers into trays; a larger dark metal robot carefully analyzes a single document under the desk lamp.

In this lesson, you’ll

  1. 1Which model is light and which is top in your tools
  2. 2What goes to each one
  3. 3When to move up to the top model, and explain why
  4. 4Choose the model in chat and in the terminal

Goal: write the rule that decides which model handles each task and classify your tasks as light or top.

01The rule in one picture

Click each part.

Click each block in the diagram to see what it does.

When in doubt, start with the light model and have it say so if it gets stuck. Moving up is easy; using the top model for everything is what gets expensive.

02Which model is which in your tools

Names change over time. Check your model list.

1. In chat

In ChatGPT, Claude, and Gemini, the model selector is at the top of the conversation or near the text box.

Each option’s description tells you which one is fast for everyday use and which one reasons more deeply or is the most capable: the first is your light model, the second your top model. In Claude, Sonnet is for everyday use, and Opus is the most capable.

To move up, switch models in the selector. Many tools let you switch in the same conversation; a new conversation in the same Project starts fresh, with only the sheet.

03The rule to paste

In chat, add it to the Project instructions; in the terminal, add it to the end of AGENTS.md or CLAUDE.md.

Routing rule (paste into the instructions)
Model rule:
Use the LIGHT model for routine tasks:
- reading dashboards, spreadsheets, and messages; copying data from one place to another
- weekly reports, summaries, and tables
- email drafts and short replies
- small edits to a text, spreadsheet, or page

Switch to the TOP model when:
- it's a big plan or a new system
- the light model has made the same mistake twice already
- you need to DECIDE something involving money or a contract (payment, negotiation, accepting terms), or make a proposal for a major client
(reading and adding up invoices or bills is routine: use the light model)

When a task calls for the top model, tell me in one line: "I suggest the top model because ..." and wait for me to switch models.
If you're unsure, start with the light model and let me know if you get stuck.
Drafts and gates apply to both.
Request · classify my tasks
Use the model rule above. Here’s my task list (lesson 1).
Return one line per task, in this format:
N | task | light or top | reason in a few words
Terminal (optional) · the same request at two levels
# routine work on the light model
codex exec --skip-git-repo-check -m gpt-6-luna -s read-only -o report.md "report: follow AGENTS.md"
claude -p --model sonnet "report: follow CLAUDE.md" > report.md

# difficult work on the top model
codex exec --skip-git-repo-check -m gpt-6-astra -s read-only -o plan.md "build a plan for the new estimating process"
claude -p --model opus "build a plan for the new estimating process" > plan.md
Simulation: illustrative example
1 | Weekly website report | light | read and summarize
2 | New contacts and drafts | light | routine, with a gate
3 | Invoices and bills | light | read and add up; top if the PDF can't be read
4 | New client checklist | light | fixed steps
5 | Design the new quoting process | top | new system

04Check your classification

Paste the list the agent returned (or your own). The page checks that each line has just one level, light or top. You decide whether the level is right by asking the three questions.

models.txt

05Practice: the rule in your Project

One rule, five tasks, one test.

E1 · Paste the rule

5 min

Paste the routing rule into the instructions for your agents’ Projects (or at the end of AGENTS.md / CLAUDE.md).

Done when: when you ask "which model would you use for the weekly report?", the agent answers light and gives the reason.

E2 · Classify your tasks

10 min

Use the "classify my tasks" request with the list from lesson 1. Check it with the checker.

Done when: the checker responds OK, and every task that DECIDES money or a contract is marked top or "do not delegate"; reading and adding up invoices can stay with the light model.

E3 · Find your light and top models

5 min

Open the model selector in the tool you use (or /model in the terminal), read each option’s description, and write down the name of the light model (the fast one for everyday use) and the top model (the one that reasons more).

Done when: you have both names written down and ran the weekly report on the light model.

06Test what you learned

The explanation appears after your answer.

Question 1 of 4

Which of these tasks should go to the top model?

07The lesson in three sentences

Light model for routine workRead, summarize, copy, and draft: quickly, using less of your limit.
Top model for difficult tasksBig plan, two failures with the light model, decision involving money or a contract.
Move it up and say why"I suggest the top model because…": the agent suggests it, you switch models, then check whether the rule works.

To go further

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