First, what is Astra and why should you care?
GPT-6 Astra is OpenAI's new frontier model. It is not just a better chatbot. It is built like a computer operator. It can use software, read screens, build websites, generate documents, run its own QA checks and work for hours inside a coding environment without you babysitting it.
You use it through Codex, OpenAI's coding agent. Think of Codex as the workshop and Astra as the worker. You describe the job. It builds the thing, tests it and hands it back.
Here is the part that matters for you: none of these prompts require you to code. They are written in plain English. If you can describe your business, you can run every one of them. And yes, they work almost word for word in Claude Code too.
Three rules before you paste anything
1. Fill every bracket. Anything in [brackets] is a blank. “My business” is not an answer. “A two-person landscaping company in Ottawa that sells seasonal maintenance contracts” is.
2. Give it your real files. Notes, exports, past posts, your brand assets. The prompts are built to pull from what you hand over. Feed it nothing and you get generic output.
3. Let it ask questions. Several prompts tell the model to ask before it builds. Answer honestly. That two-minute back and forth is what makes the result yours instead of a template.
Replace a software subscription
You are paying $30, $80, $200 a month for a tool where you use three features. Astra can build you those three features. This prompt makes it ask which three matter before it builds anything, so you do not get a bloated clone of the whole product.
Fill in the blanks: Swap [software] and [job]. Example: "I use Calendly for booking discovery calls."
Why this line matters: The line "disclose hosting or API costs" is the one most people skip. It stops the model from building you something that quietly costs more than the subscription did.
Build my one-person company dashboard
Solo operators run on gut feel. Revenue in one tab, customer complaints in an inbox, projects in your head. This turns all of it into one weekly view that tells you what earns money, what wastes time and what is on fire.
Fill in the blanks: Point it at real files. Drop in your notes, a revenue export, customer feedback and your project list. The more it sees, the better the dashboard.
Why this line matters: "Distinguish facts from estimates" is the guardrail. Without it the model will invent numbers to fill the gaps and you will make decisions on fiction.
Create 30 days of content
Most content calendars die in week two because they are 30 random ideas with no hooks and no assets. This one forces a distinct idea, hook, format, talking points, CTA and required assets for every single day, plus a batching plan so you actually record it.
Fill in the blanks: Fill in [business, audience, offer, platforms]. Then paste your top 10 posts and real customer questions. That is what stops it from producing generic filler.
Why this line matters: "Avoid invented results" matters. AI loves to write hooks like "how I made $50K in 30 days." If you did not do that, it should not write it.
Rebuild my company website
Your website was built for you, not for your customer. This prompt makes Astra audit the current message and mobile experience first, then rebuild around one conversion goal, using your real brand assets and verified facts. And it has to show you a working preview before anything goes live.
Fill in the blanks: Swap [website], [customer] and [conversion goal]. Example: "Rebuild tenfoldmarketing.com for small business owners around booking a strategy call."
Why this line matters: "Label missing assets" is the pro move. Instead of faking a testimonial or a team photo, it tells you exactly what to go get.
Find my next AI employee
Everyone wants an AI agent. Almost nobody knows which task to hand it first. This prompt audits your recurring work, ranks the candidates by what pays off within 30 days, and designs a pilot with boundaries. You end up with one agent that works instead of five that half work.
Fill in the blanks: Give it access to your task list, your SOPs, your calendar and your team's job descriptions. It cannot audit what it cannot see.
Why this line matters: "Human checks" and "risks" are what separate this from a hype exercise. You want to know where a human still has to look before you let an agent touch clients or money.
Build my client onboarding system
Onboarding is where service businesses leak trust. Signed agreement, then silence, then a scramble before kickoff. This builds the whole path: intake form, client workspace, welcome email, checklist, missing-info tracker and kickoff agenda, all connected with owners, status and reminders.
Fill in the blanks: Swap [service business]. Example: "my video editing agency" or "my bookkeeping practice."
Why this line matters: The test line is gold. "Test a fictional client, incomplete submissions and duplicates." That is how real systems break, so make it break them on purpose before a client does.
Turn my expertise into an interactive tool
A PDF lead magnet gets downloaded and forgotten. A calculator, quiz or diagnostic gets used and shared. This prompt makes Astra propose three tool concepts from what you know, build the strongest, and route the result toward your offer.
Fill in the blanks: Swap [topic], [audience], [problem] and [offer]. Example: "pricing for freelance designers who undercharge, leading to my pricing course."
Why this line matters: "Make email capture optional with consent" sounds soft. It is not. Tools that gate everything behind an email get abandoned. Give the value first, ask second.
Where to start if you only run one
Run Prompt #5 first. Find my next AI employee. It costs you nothing but a task list and it tells you exactly where the other six prompts will pay off fastest in your business. Then run whichever one it points to.
If you sell a service, go straight to #6. If you sell knowledge, #7. If you are bleeding money on subscriptions you barely use, #1 pays for itself the first month.
The people who win with this stuff are not the ones with the best prompts. They are the ones who actually run them. You now have the prompts. That excuse is gone.