💡 How to use these prompts:
Replace everything in [BRACKETS] with your specific details before sending.
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Here is how I used my coding agent last week: [DESCRIBE THE TASKS AND ROUGHLY HOW LONG EACH RAN]
Tell me:
- Which activities most likely consumed the most
- Which produced the least value per unit consumed
- The single change that would free the most headroom
- What I should measure to confirm it worked
Give me one change to make, not a list. If my usage already looks efficient, say so.
My agent receives this context on every step: [DESCRIBE]
For each item, tell me whether it is needed every step, only some steps, or could be fetched on demand.
Then estimate roughly what share of my context is carried unnecessarily, and rank the cuts by saving against risk of breaking something.
I want to accomplish this: [TASK]
Before doing anything, give me a plan covering the files you need to read and why, what you can do without reading, where you need my input, and roughly how many steps this takes.
Wait for approval. If it needs more than eight steps, propose a split.
We are partway through a long task. Write a handover containing what has been done, what was decided and why, what remains, and anything about this codebase worth carrying forward.
Aim for something a fresh session could start from cold. Leave out anything I could re-derive cheaply.
Here is what I use my coding agent for: [LIST]
For each, tell me whether it genuinely needs a frontier model in an agent harness, or whether something simpler would do — and what specifically would fail if I downgraded it.
Be concrete about the failure mode, not just that quality might drop.
I am hitting my weekly limit. My options are trimming context, paying for a higher tier, or moving to API billing.
Given my usage: [DESCRIBE], tell me:
- What trimming would realistically recover
- What the higher tier costs per unit of extra capacity
- What a month of equivalent API usage would cost
- Which to do first
Argue against upgrading, then tell me whether the argument holds.