Every AI browser action
is burning your money
One simple web task = 4.5M tokens = $2–$3. Run it daily and that’s $90++ a month. Worse — AI re-thinks everything from scratch each time, and results are hit-or-miss.
What if these tasks could be learned once and run free forever?
DO THE MATH
The real cost of a single XHS / X / Reddit task
Real API billing screenshot below — token usage for a single browser task:
Prompt 2.3M × $3/MTok = $6.90 | Completion 20.5K × $15/MTok = $0.31 | Cache 2.1M × $0.30/MTok = $0.63
With cache-hit variance, ~$2–$3+ per task (Sonnet).
With Opus ($5/$25), the same task costs $5–$8+. Complex multi-step tasks easily exceed $10。
THE PROBLEM
Same task, AI starts from scratch every time
Burning cash daily
Same website, same steps — AI burns millions of tokens every single time. It’s like hiring someone who forgets everything overnight.
Unreliable results
AI browsing is inherently flaky — a task might succeed now and fail next time just because elements loaded in a different order.
Needs babysitting
You’re paying money AND watching it run, ready to re-run at any moment. The thing that was supposed to automate your work just made it harder.
THE SOLUTION
Learn once, run free forever
A Browser Skill turns AI’s one-time exploration into a reusable, deterministic script.
Describe what you need
“Scrape daily prices from this site” — tell us what to do in plain language, then define success, e.g. “Return JSON with product name and price, at least 10 items.”
We generate the Skill
Our servers explore the site, generate an executable Skill script, and validate it end-to-end before delivering it to you. Completely free.
Install in OpenClaw / Claude Code → zero-cost runs
A Skill is a deterministic script — no AI reasoning, no tokens consumed. Zero tokens, zero cost, millisecond response, consistent every time.
COMPARE
Let’s do the math
| Raw AI | With Skill | |
|---|---|---|
| Simple task (one-off) | $2 ~ $3 | $0 |
| Complex task (one-off) | $5 ~ $10+ | $0 |
| Daily task, per month | $60 ~ $300 | $0 |
| Reliability | Hit or miss | Deterministic, consistent every time |
PRICING
What does it cost?
Generate a Skill
Free
Describe your task. We build it. No charge.
Daily execution
Free
Skills run locally on your machine. Nothing to do with us.
Repair
Pay per fix
Only when a site redesign breaks your Skill — happens once every few months.
Turn your daily token bill
into money back in your pocket
Describe your task now and generate your first Browser Skill — free.