★★★★★
“Used to rewrite the same prompt four or five times. Now I dump it in and paste what comes out.”
For Cursor, Claude Code, Codex, Grok, Gemini and v0
Cut your AI coding token costsby 50% or more.
Turn one rough idea or screenshot into a complete, paste ready prompt. Your AI gets the context, requirements, states, and constraints before it starts building. Fewer retries. Lower usage. Faster shipping.
50%+ less retry waste1 free prompt0 card required
500+ builder workflow benchmark
One prompt changes the math.
Modeled across current Claude, GPT, Grok, and Gemini pricing. Every count uses the same correction loop baseline shown in the product.
Builder workflows0+Across eight current models
Tokens removed455.3MFrom repeated correction context
API equivalent saved$6,359Published input and output rates
Corrections removed267.8kOne complete brief per task
Benchmark model, not a live customer counter. Rates checked 2026-07-22.
One output. Every workspace.
Works with every tool in your vibe-coding stack
Copy plain text into the tool you already use. No plugin. No setup ritual. No locked ecosystem.
CursorClaude CodeCodexv0WindsurfGrok
How does it work
Messy in. Complete out.
Choose the input you have. tknctrl builds the instruction your AI needs.
What you give us
recreate this interface from my screenshot
rough is fine⌘ enter
structure
What your AI receives
Pixels become exact implementation language
✓ Layout✓ Type✓ Color✓ Motion✓ Responsive
Act as a senior product engineer. Recreate the attached analytics dashboard as a working responsive interface. VISUAL SYSTEM Use a deep navy canvas, cobalt active states, subtle glass borders, 14px card radius, compact navigation, and restrained shadows. Match the spacing and hierarchy visible in the reference. LAYOUT Build a fixed left sidebar, utility header, four metric cards, responsive area chart, filter controls, and recent activity table. BEHAVIOR Add sidebar navigation states, date filter, chart period controls, loading skeletons, empty data, API error, and a mobile drawer below 768px. DELIVERABLE Return production ready Next.js and React code with accessible semantic markup. No placeholder boxes and no invented sections.
Screenshot to build brief
See it. Drop it. Rebuild it.
Upload any interface from Pinterest, Dribbble, Figma, or the open web. tknctrl reads the visual system and writes the complete coding prompt.
- 01 layout and responsive behavior
- 02 exact colors and type hierarchy
- 03 hover, loading, empty, and error states
- 04 stack rules and implementation constraints
Visual brief generatedScreenshot converted into a complete build prompt
Layout · visual tokens · components · responsive rules · loading and error states
Current model pricing
Choose the model you actually use.
The dashboard uses the same official rates to update your token and dollar counters.
Monthly AI tasks150
Correction loop$46.808 rounds per task
One shot brief$7.87one prompt per task
API equivalent saved on GPT 5.6 Sol$38.9283% less · 1.8M tokens removed
Rates checked 2026-07-22. Subscription products use limits rather than itemized token billing.
Why the first prompt wins
More detail in. Less conversation after.
6 to 8×
fewer tokens than a vague prompt plus corrections
Correction loop 12K to 18KOne complete prompt 2K to 3K
40 secfrom rough idea to paste ready brief
1 outputplain text for every tool in your stack
50%+retry waste removed before generation
Less fighting with AI
Builders notice the missing rounds.
★★★★★
“The image mode figured out the product scene without me explaining every detail.”
★★★★★
“Cursor kept producing generic output until I started running my prompts through this first.”
★★★★★
“I use it before every Claude session now. I do not remember how I worked before.”
★★★★★
“It captured the CSS values, blur amounts, and animation curves from one screenshot.”
★★★★★
“API costs went down noticeably. I checked the usage dashboard instead of guessing.”
★★★★★
“Twenty minutes of back and forth became one paste. It happens every time.”
★★★★★
“The combined product scene prompt was exactly what I needed. No manual tweaking.”
★★★★★
“I stopped fighting with ChatGPT halfway through the task. This just gets it done.”
★★★★★
“First time an AI built what I actually meant from the first message.”
★★★★★
“Used to rewrite the same prompt four or five times. Now I dump it in and paste what comes out.”
★★★★★
“The image mode figured out the product scene without me explaining every detail.”
★★★★★
“Cursor kept producing generic output until I started running my prompts through this first.”
★★★★★
“I use it before every Claude session now. I do not remember how I worked before.”
★★★★★
“It captured the CSS values, blur amounts, and animation curves from one screenshot.”
★★★★★
“API costs went down noticeably. I checked the usage dashboard instead of guessing.”
★★★★★
“Twenty minutes of back and forth became one paste. It happens every time.”
★★★★★
“The combined product scene prompt was exactly what I needed. No manual tweaking.”
★★★★★
“I stopped fighting with ChatGPT halfway through the task. This just gets it done.”
★★★★★
“First time an AI built what I actually meant from the first message.”
★★★★★
“Used to rewrite the same prompt four or five times. Now I dump it in and paste what comes out.”
★★★★★
“The image mode figured out the product scene without me explaining every detail.”
★★★★★
“Cursor kept producing generic output until I started running my prompts through this first.”
★★★★★
“I use it before every Claude session now. I do not remember how I worked before.”
★★★★★
“It captured the CSS values, blur amounts, and animation curves from one screenshot.”
★★★★★
“API costs went down noticeably. I checked the usage dashboard instead of guessing.”
★★★★★
“Twenty minutes of back and forth became one paste. It happens every time.”
★★★★★
“The combined product scene prompt was exactly what I needed. No manual tweaking.”
★★★★★
“I stopped fighting with ChatGPT halfway through the task. This just gets it done.”
★★★★★
“First time an AI built what I actually meant from the first message.”
Simple pricing
Pay for the prompt. Stop paying for the corrections.
Try the complete workflow once for free. Upgrade when the saved time and AI usage make the choice obvious.
Most popular
Pro yearly$89per year
$7.42 per month · two months free
- ✓ 300 complete prompts each month
- ✓ Every current model in the savings dashboard
- ✓ Text, UI, screenshot, and image modes
- ✓ Full prompt history with one click copy
- ✓ Model specific token and dollar counters
Questions
Everything before your first paste.
Does tknctrl call the model for me?+
No. It creates the complete prompt. You copy that prompt into Cursor, Claude, GPT, Grok, Gemini, v0, or any tool that accepts text.
How are dollar savings calculated?+
You choose the model. tknctrl applies its published input and output rates to one complete prompt and compares it with the correction loop baseline.
Why not ask AI to improve my prompt?+
That adds another AI round and usually rewrites your wording without filling every missing product decision, state, and implementation constraint.
Can I use screenshots?+
Yes. Upload a UI image and tknctrl converts layout, type, color, behavior, and responsive rules into a coding brief.
Your next AI session can be one prompt long.
Write the thought exactly as it appears in your head. tknctrl will build the rest.