Practical Guide
The Agent is one smart chat that can search the web, do exact math, run code, generate images, read your files, remember facts about you, and even work on a schedule or from your phone. Below are concrete, copy-paste examples — grouped by who you are and what you're trying to get done.
There's one Agent — a single chat where you pick which model powers each conversation (Claude, GPT, Gemini, and more), all running on your Keimodel credits. You don't "create" separate bots. Instead you shape the one agent with three things: Memory (durable facts it always knows), Skills (saved instructions you can reuse), and Scheduled tasks (prompts that run on their own). Set those up once and every example below gets faster.
Everything the agent can reach for, in plain terms.
Web search
The agent fetches live information from the internet — prices, news, competitor pages, documentation — and summarizes what's relevant.
Calculator
Exact arithmetic for margins, markups, tax, unit economics, conversions — no hallucinated math.
Python code execution
Runs real Python to crunch numbers, parse data, generate charts, clean spreadsheets, or test a snippet.
Image generation
Creates images from a description — social posts, product mockups, ad concepts, thumbnails.
File upload
Drop in a PDF, CSV, or image and ask questions about it — extract, summarize, or transform the contents.
Memory
Tell it durable facts once — your brand voice, your products, your preferences — and it remembers them across every future chat.
Session memories
Auto-generated summaries of past conversations, so the agent keeps context without you re-explaining.
Skills
Save a reusable procedure — "write product copy in our voice" — and invoke it any time instead of re-typing instructions.
Scheduled tasks
Run a prompt automatically on a schedule — every morning, every Monday, the 1st of the month.
Connections
Wire the agent to Telegram, Discord, or Slack and message it like a teammate from your phone.
Copy any prompt and paste it straight into the Agent. The e-commerce example is the most complete — start there even if it's not your exact field; the patterns transfer.
E-commerce / DTC
From pricing math to product copy to competitor checks — the repetitive work that eats a store owner's day. Set your brand facts in Memory once, then fire off any of these.
Set up your brand once (Memory)
Do this first. Everything below gets sharper because the agent already knows who you are.
Remember these facts about my business: We're "Verdé", a sustainable home-goods store. Brand voice is warm, casual, eco-conscious — never salesy. Target customer: homeowners aged 25–40 who care about sustainability. We sell on Shopify. Our hero products are bamboo kitchenware and organic cotton textiles.
Pricing & margin decisions
Exact math, instantly, with follow-ups.
My supplier raised the unit cost of SKU-4821 from $12.40 to $14.10. I sell it at $34.99. What's my old margin, my new margin, and what price keeps a 58% margin?
Now show me the selling price needed for 50%, 55%, and 60% margin at the new $14.10 cost, in a table.
If I run a 20% off promo on that $34.99 price, what's my margin during the sale? At what discount do I break even?
Competitor & market research
Live web search instead of opening 12 tabs.
Search for the current price of bamboo cutting boards on Amazon, Williams Sonoma, and Crate & Barrel. List each with price and board size so I can compare to my $34.99.
Search for the top 5 trending sustainable kitchen products this season and summarize why each is selling.
Product copy in your voice
Memory already holds your brand voice, so just ask.
Write a 150-word product description for a bamboo cutting board emphasizing sustainability and durability, in our brand voice, formatted for Shopify.
Write 5 short product titles (under 70 characters) and 5 meta descriptions (under 155 characters) for that cutting board, SEO-friendly.
Turn that description into 3 Instagram captions with relevant hashtags, and one email subject line.
Customer messages & support
Draft replies that already sound like you.
A customer wrote: "My order arrived with a cracked lid." Draft a warm, on-brand reply that apologizes, offers a free replacement, and asks for a photo — under 80 words.
Write a polite reply to a customer asking whether our cotton towels are OEKO-TEX certified. (They are.)
Automate the routine (Scheduled task)
Set it once; it runs on its own and can message you.
Every Monday at 8am, draft 5 product title ideas and 3 Instagram captions for our newest arrival, in our brand voice.
On the 1st of each month, search for sustainability news that's relevant to home goods and give me a 5-bullet summary I can use for marketing.
Marketers & creators
Long-form, social, email, repurposing — and compare how different models phrase the same thing so you pick the best line.
Repurpose one idea into a week of content
Write once, atomize everywhere.
Here's a blog post (pasted below). Turn it into: 1 LinkedIn post, 3 tweets, 1 short newsletter intro, and 5 Instagram captions. Keep each platform's tone.
Take the LinkedIn post you just wrote and give me a punchier, more contrarian version and a calmer, more authoritative version.
Email & newsletters
From subject line to send-ready.
Write a 4-email welcome sequence for new subscribers to a sustainable home-goods brand. Each email under 120 words, one clear CTA.
Give me 10 subject line options for a Black Friday email, then rank them by likely open rate and explain the top 3.
Visuals to match
Generate a concept image right in the chat.
Generate a clean, minimal product photo concept: a bamboo cutting board on a sunlit kitchen counter with herbs, warm natural tones.
Anyone who researches
Live web search plus file upload means you can pull in fresh information and your own documents in the same conversation.
Synthesize the web
Ask a question, get a sourced summary.
Search for the pros and cons of switching from Shopify to WooCommerce for a store doing ~$40k/month, and give me a decision-oriented summary.
Search for recent changes to EU packaging regulations for 2026 and tell me what a small home-goods exporter needs to know.
Interrogate your own documents
Upload a file, then ask anything.
I've uploaded our supplier contract PDF. What are the payment terms, the minimum order quantity, and any auto-renewal clauses I should worry about?
Here's a CSV of last quarter's orders. What were my top 5 products by revenue, and which had the highest return rate?
Operators & analysts
The agent runs real Python, so it can actually compute over your data instead of guessing — and draw charts.
Crunch a CSV
Upload, then ask for the analysis you'd otherwise build in Excel.
From the sales CSV I uploaded, calculate monthly revenue, month-over-month growth %, and flag any month that dropped more than 10%.
Group those orders by product category and show total revenue and average order value per category as a table, then a bar chart.
Clean & transform
Tedious data wrangling, done for you.
This CSV has inconsistent date formats and some duplicate rows. Clean it, standardize dates to YYYY-MM-DD, remove duplicates, and give me the cleaned file back.
Busy founders
Scheduled tasks run a prompt for you on a cadence — daily, weekly, monthly — and the results can be delivered to your connected chat app.
Daily & weekly briefings
Wake up to the summary already written.
Every weekday at 7:30am, search for news in the sustainable home-goods industry and send me a 5-bullet briefing.
Every Friday at 5pm, ask me three reflection questions about the week's business progress.
Recurring deliverables
Content and reports that show up on schedule.
On the 1st of every month, draft a short newsletter intro about a seasonal sustainability theme, in our brand voice.
On-the-go teams
Connect a chat platform and message the agent like a teammate. It keeps the same memory and skills you set up on the web.
A pocket assistant
Connect Telegram, then text it from your phone.
(From Telegram) Quick — what's my margin if I sell SKU-4821 at $29.99?
(From Telegram) Draft a reply to a customer asking if we ship to Canada. We do, 5–7 business days, flat $12.
A shared team bot
Add it to a Slack or Discord channel.
(In the #marketing channel) Give us 5 caption ideas for today's product drop, in our brand voice.
Developers
Switch between Claude, GPT, and Gemini per task, run Python on the spot, and keep your stack preferences in Memory.
Write & debug
Real execution, not just suggestions.
Write a Python function that parses this CSV and returns the top 10 rows by a given column, then run it on the file I uploaded to prove it works.
Remember: my stack is React + Vite + Tailwind + Express + Drizzle + Postgres. Keep examples in this stack from now on.
Compare model answers
The whole point of Keimodel — see who's best for the job.
Explain the trade-offs of optimistic vs pessimistic locking for an inventory system. (Then re-ask with a different model and compare.)
Feed Memory early
The first time you chat, dump in the facts you'll keep needing — your brand, your products, your stack, your preferences. You never have to repeat them again.
Save your best prompts as Skills
When a prompt works well (like your product-copy formula), save it as a Skill. Next time you invoke it by name instead of retyping the whole thing — the closest thing today to a reusable, named helper.
Match the model to the job
Big, cheap bulk task? Use an inexpensive model. High-stakes customer email or tricky reasoning? Switch to a top model. Same chat, your credits flex across all of them.
Not yet — today there's one agent you shape with Memory and Skills, rather than a roster of separate named bots you summon with a slash command. For most jobs, a well-set-up Skill (e.g. your copywriting formula) gets you the same result. A dedicated named-agents layer — where you'd create distinct personas, give each its own instructions and preferred model, and pick one from a menu — is the natural next step we're exploring. If that's important to you, it's exactly the kind of feedback that shapes what we build next.
Pick one prompt above, paste it into the Agent, and watch it work. It runs on your Keimodel credits, no setup required.
Open the Agent